Table of Contents

• Enhancing an AI-Empowered Periodontal CDSS and Comparing with Traditional Perio-risk Assessment ToolsJay S. Patel, Kajal Patel, Hoa Vo, Jiannan Liu, Marisol Tellez, Jasim M. Albandar, Huanmei Wu. [doi]
• Primary Care Screening for Confidential Conditions in a Segmented Electronic Health Record: Application to Intimate Partner ViolenceLeslie A. Lenert, Vanessa Diaz, Kit N. Simpson, Christina Hahn, Alyssa Rheingold. [doi]
• Using Health Forum Data to Assess User Needs for mHealth App Development: A Feasibility Study on Alzheimer's DiseaseDanny T. Y. Wu, Shwetha Bindhu, Catherine Xu. [doi]
• Augmenting an Electronic Chart Review Tool for Post-Discharge Symptom Monitoring and Adverse Event DeterminationKaitlyn Konieczny, Jorge A. Rodriguez, Robert S. Rudin, Savanna Plombon, Pamela M. Garabedian, Maria Edelen, Alyssa Lam, Anuj K. Dalal. [doi]
• Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest OutcomesJoy Roy, Rafael Ceschin, Danielle Devine, Ashok Panigrahy, Ericka Fink. [doi]
• A Novel Interpretable Machine Learning System to Generate Clinical Risk Scores: An Application for Predicting Early Mortality or Unplanned Readmission in A Retrospective Cohort StudyYilin Ning, Siqi Li, Marcus Eng Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu 0003. [doi]
• Addressing Social Determinants of Health: What is Needed for High Quality Data?Yasemin Akdas, Laurie L. Novak, Joyce M. Harris, Christopher L. Simpson, Ricardo Trochez, Deonni Stolldorf, Amanda Mixon, Andrew Auerbach, Edmondo Robinson, Amol Rajmane, Irene Dankwa-Mullan, Sunil Kripalani. [doi]
• Leveraging Hierarchical Concept Relations to Improve Automatic Detection of Off-Label Drug Use in Electronic Health Records DataKayla Schiffer, Chunhua Weng, Yoolim Choi. [doi]
• A learning health care system application for improving sickle cell patient outcomes using guideline-based care practicesErin L. Crowgey, Erin Coyne, Jeffrey Myers, Robin Miller. [doi]
• Implementation of KIDMATCH: A Clinical Decision Support Tool for Diagnosing Pediatric Patients with Multisystem Inflammatory Syndrome and Kawasaki DiseaseJonathan Y. Lam, Andrew Richardson, Adriana Tremoulet, John Kanegaye, Chisato Shimizu, Nicole Stadnick, Jane C. Burns, Shamim Nemati, Michael Gardiner. [doi]
• Temporal Structure of Daily Paroxysmal Sympathetic Hyperactivity Assessment Measure (PSH-AM) among Neurocritical Patients with Traumatic Brain InjurySancharee Hom Chowdhury, Jamie Podell, Peter Hu, Neeraj Badjatia, Lujie Chen. [doi]
• Physician Awareness of Social Determinants of Health Documentation Capability in the Electronic Health RecordBradley E. Iott, Matthew S. Pantell, Julia Adler-Milstein, Laura M. Gottlieb. [doi]
• Can Facilitated Telehealth Bridge the Digital Health Divide?Brock Daniels, Christina McGinnis, Justin Kara, Josh Kim, Peter W. Greenwald, Rahul Sharma. [doi]
• Prospective Validation of a Suicide Attempt Risk Model in Transgender PatientsRobert A. Becker, Allison B. McCoy, Colin G. Walsh. [doi]
• Evaluation of Shared Decision-Making for Concomitant Warfarin and NSAID Medications using the DDInteract AppAinhoa Gomez Lumbreras, Thomas J. Reese, Guilherme Del Fiol, Jason Hurwitz, Kensaku Kawamoto, Mary Brown, Richard D. Boyce, Daniel C. Malone. [doi]
• Can E-Triggers Identify Cases of Diagnostic Error Hospitalized Patients? Analysis of Two High-Risk CohortsKaitlyn Konieczny, Daniel Motta-Calderon, Alyssa Lam, Savanna Plombon, Stuart R. Lipsitz, Jeffrey L. Schnipper, Anuj K. Dalal. [doi]
• Comorbidities and Ethnic Health Disparities in the UK BiobankWhitney L. Teagle, Emily T. Norris, Lavanya Rishishwar, Shashwat Deepali Negar, I. King Jordan, Leonardo Mariño-Ramírez. [doi]
• Investigating risk patterns for suicide attempts in diabetes patients using association rules miningPloypun Narindrarangkura, Patricia Alafaireet, Uzma Z. Khan, Min Soon Kim. [doi]
• Creation of an interactive and clinically relevant EHR curriculum for medical studentsJulie E. Westover, Amy Chong, Christopher Cannavino, Cynthia Kuelbs. [doi]
• Making Numbers Meaningful: Practical Lessons in Communicating Numbers to Patients and the PublicNatalie C. Benda, Marianne Sharko, Uday Suresh, Jessica S. Ancker. [doi]
• User Experience of Symptom Checkers: A Systematic ReviewYue You, Renkai Ma, Xinning Gui. [doi]
• Improving Quality of Care in U.S. Nursing Homes: Recommendations of the National Academy of Science Engineering and MedicineGregory L. Alexander. [doi]
• AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal OutcomesSeyed Ehsan Saffari, Yilin Ning, Feng Xie, Bibhas Chakraborty, Victor Volovici, Roger Vaughan, Marcus Eng Hock Ong, Nan Liu 0003. [doi]
• Experiences with Cyclical User-Centered Design for Patient and Clinician Facing Medication Reconciliation mHealth ApplicationsChristina M. Polomoff, Sean Jeffery, Thomas Agresta, Steven A. Demurjian, Nitu Kashyap. [doi]
• Nursing behavior recognition and presenteeism risk analysis using IoT sensing technologyKeiko Yamashita, Shintaro Oyama, Teruhiko Suzuki, Yuji Sakamoto, Yoshinori Ideno, Satoshi Yamashita, Satomi Akagawa, Akiko Fujii, Kensaku Mori, Yoshimune Shiratori. [doi]
• Quantifying the Perioperative Risks for Patients on Buprenorphine for Substance Use Disorder Using a Large National DatabaseJames M. Hitt, Robert Lee, Peter L. Elkin. [doi]
• Addressing Medical Student Exposure to the Field of Clinical InformaticsAlyssa Chen, Benjamin Wang, Sherry Parker, Ashish Chowdary, Katherine Flannery, Christoph U. Lehmann, Mujeeb Basit. [doi]
• Usability preferences of people living with cystic fibrosis about a lung transplant education websiteNick Reid, Kathleen J. Ramos, Lauren E. Bartlett, Joseph B. Pryor, Donna L. Berry, Melissa Basile, Siddhartha G. Kapnadak, Andrea L. Hartzler. [doi]
• An Open-Source Tool to Support Clinical Decision for Patient Transportation in Rural Areas: A Novel Simulation ApproachAbdullah H. Alzeer, Ahmed Alhomaid, Abdulaziz Aljandal, Norah Alshaikh Mubarak, Raghad Alabdullatif, Walaa Alnasser, Fahad Alsaawi. [doi]
• The Smart Dementia Care ProjectDympna O'Sullivan, Jonathan Turner, Ciarán Nugent, Damon Berry, Michael Wilson, Julie Doyle. [doi]
• Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record ContextZonghai Yao, Yi Cao, Zhichao Yang 0001, Vijeta Deshpande, Hong Yu 0001. [doi]
• Topic Analysis in Biomedical Informatics: A analysis of 20 years' of papers in Journal of Biomedical InformaticsYumeng Yang, Omer Anjum, Hua Xu. [doi]
• A Student-led Clinical Informatics Enrichment Course for Medical StudentsAlyssa Chen, Benjamin Wang, Sherry Parker, Ashish Chowdary, Katherine Flannery, Mujeeb Basit. [doi]
• Relational FHIR: Converting FHIR's Hierarchal SchemaAdam M. Lee, Paul Kovach, James Champion, Patrick Conway, Emily R. Pfaff. [doi]
• AANet: Attentive All-level Fusion Deep Neural Network Approach for Multi-modality Early Alzheimer's Disease DiagnosisQinyong Wang, Rong Xu. [doi]
• From Rules to Machine Learning: Upgrading Aging Clinical NLP SystemsHannah Eyre, Scott L. DuVall, Olga V. Patterson. [doi]
• Identifying risk factors for cognitive impairment in diabetes by combining machine learning and logistic regression methodsJiayu Wang, Guilan Kong, Fengyu Wen. [doi]
• Building a Breast Cancer Learning Health SystemJeremy Petch, Christopher Pettengell, Jessica Bogach, Alexandra Allard-Coutu, Steven Aviv, Gregory Pond, Joel Kemppainen, Mark Levine. [doi]
• A Multidisciplinary Approach to User-Centered Design: Optimizing Reporting of Stroke Quality MetricsChristine T. Boerman, Kathleen Fear. [doi]
• Consumer Health Informatics: Identifying the Theories and Building the EvidenceJessica Osaze, Suzanne A. Boren. [doi]
• Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health RecordsFeng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Ong, Fei Gao, Nan Liu. [doi]
• HealthPrompt: A zero-shot learning paradigm for Clinical Natural Language ProcessingSonish Sivarajkumar, Yanshan Wang. [doi]
• Development/Implementation of Cancer Diagnosis Digital Quality MeasuresAndrew J. Zimolzak, Paarth Kapadia, Daniel R. Murphy, Divvy Upadhyay, Umair Mushtaq, Usman Mir, Alexis Offner, Saritha Korukonda, Riyaa Murugaesh Rekha, Gary Abel, Luke Mounce, Georgios Lyratzopoulos, Hardeep Singh. [doi]
• PhenoGene: Disease-gene prioritization using graph embedding on patient phenotypic profilesShankai Yan, Ling Luo 0001, Li Fang, Daniel Veltri, Andrew J. Oler, Rajarshi Ghosh, Chih-Hsuan Wei, Morgan Similuk, Kai Wang, Zhiyong Lu. [doi]
• Post-Hoc Ensemble Generation for Clinical NLP: A Study of Concept Recognition, Normalization, and Context AttributesPaul M. Heider, Kexin Chen, Ronak Pipaliya, Stéphane M. Meystre. [doi]
• Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTatorHuan He, Sunyang Fu, Liwei Wang, Andrew Wen, Sijia Liu, Sungrim Moon, Kurt Miller, Hongfang Liu. [doi]
• Quantifying Electronic Health Record (EHR) Data Quality in Telehealth and Office-based Type 2 Diabetes CareKevin Wiley Jr., Eneida A. Mendonça, Justin Blackburn, Nir Menachemi, Mary De Groor, Joshua R. Vest. [doi]
• Tailoring Clinical Decision Support and Implementation Strategies: A User Centered FrameworkJessica M. Ray, Emily Finn, Hollyce Tyrrell, Carlin Aloe, Eliana Perrin, Charles Wood, Dean Miner, Randall Grout, Jérémy Michel, Laura J. Damschroder, Mona Sharifi. [doi]
• A Scalable Tool for Realistic Health Data Re-identification Risk AssessmentWeiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin. [doi]
• The AIM-AHEAD Data Science Training CorePeter McGarvey, Legand Burge. [doi]
• Design and Curation of Longitudinal Outpatient Data for Predictive Modeling of Iron Deficiency AnemiaJenny L. Weon, Sameh Saleh, Yee Seng Ng, Chenlu Tian, Andrew Quinn. [doi]
• Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text NotesGeoffrey M. Gray, Luis M. Ahumada, Ayah Zirikly, Masoud Rouhizadeh, Thomas Richards, Elham Hatef. [doi]
• Development of a Clinical Decision Support System to Predict Unplanned Cancer ReadmissionsDanny T. Y. Wu, Tripura Vithala, Hoang-Vu, Chen Xin, Lezhi Li, Amy Roberto, Adam Alexander, Devendra Sohal, Thomas Herzog, James J. Lee 0001. [doi]
• Building and Monitoring an EHR Workflow Embedded Randomized Trial: The ACORN Trial for Antibiotic Choice in Acutely Ill PatientsEdward T. Qian, Allison B. McCoy, Jonathan D. Casey, Matthew W. Semler, Todd W. Rice, Adam Wright. [doi]
• Evaluating Fairness of Synthetic Healthcare Data ModelsKaran Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett. [doi]
• Evidence in Clinical Practice Records: Gathering and Analysis of Real-World Data for Trials and Outcome StudiesJan Horsky, Vojtech Huser, Karina D'Angelo, Kyle Flickinger, Alexander Turchin. [doi]
• Using structured electronic health record (EHR) data to assess claims-based algorithm performance in the Food and Drug Administration (FDA)'s Biologics Effectiveness and Safety (BEST) Initiative networkKeran Moll, Cindy Ke Zhou, Lisa Kowarski, Shayan Hobbi, Katie Fingar, Patricia Lloyd, Patrick Saunders-Hastings, Joyce Obidi, Steven A. Anderson, Nader Alawar, Veronica Hernandez-Medina, Timothy Burrell, Jeffrey Beers, John Seeger, Kandace Amend, Elizabeth Bell, Michael Miller, Hui-Lee Wong, Azadeh Shoaibi. [doi]
• Leveraging External Data to Make Local Predictions of Post-Surgical Opioid Use: Investigating the Role of External Validation and Transfer LearningChris J. Kennedy, Jayson S. Marwaha, Brendin Beaulieu-Jones, Josh Bleicher, Lyen Huang, Gabriel A. Brat. [doi]
• Deploying and Validating a Portable Informatics Application to Track Resident Clinical Experience in a Pediatric Academic Medical CenterDanny T. Y. Wu. [doi]
• Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in AdolescentsLauren R. Richter, Benjamin Albert, Linying Zhang, Ilene Fennoy, David Albers, George Hripcsak. [doi]
• Modeling association between clinician interventions and outcomes in Major Depressive Disorder with observational electronic health record dataBarrett Jones, Colin G. Walsh. [doi]
• Using the Roter Interaction Analysis Scale (RIAS) with Positive and Negative Affect Scores to Signal Pivotal Moments in Patient-Provider InteractionsKimberly R. Sladek, Alexandra Andreiu. [doi]
• Improving Sepsis Management by Evaluating the User Interface of a Novel Suite of Electronic Health Record Support ToolsMarshall J. Frieden, Alexander Fixler, Blake Oliaro, Andrea Brucculeri, Jackson Wilde, Jason Hill. [doi]
• Primum non Nocere: Challenges and Strategies for Protecting Privacy for Adolescent Patients in the 21st Century Cures Act SettingMarianne Sharko, S. Trent Rosenbloom, Lina Sulieman, Christoph Lehmann, Jessica S. Ancker. [doi]
• Genome-wide Association Study of Codeine Prescriptions: An EHR-driven Genomic StudyWenyu Song, Hailiang Huang, Kenneth Mukamal, Adam Wright, David Bates. [doi]
• Beyond Wrangling and Modeling: Data Science and Machine Learning Competencies and Curricula for The Rest of UsWilliam R. Hersh, Jessica Ancker, Robert Hoyt, Aditi Gupta. [doi]
• Piloting Family Health History Chatbot with Crowd-Sourced Data CollectionMichelle H. Nguyen, João Sedoc, Casey Taylor. [doi]
• Online Critical-State Detection of Sepsis Among ICU Patients using Jensen-Shannon DivergenceJeffrey Smith, Christopher S. Josef, Yao Xie 0002, Rishikesan Kamaleswaran. [doi]
• A Hybrid Approach to Semi-automate the Evaluation of the Certainty of Evidence for Living Systematic Reviews and Meta-analysisIrbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mahnoor Islam, Mohammad Hassan Murad, Hongfang Liu. [doi]
• Prompt-based Learning for Assertion Classification in Clinical NotesSong Wang, Liyan Tang, Akash Majety, Justin F. Rousseau, George Shih, Ying Ding, Yifan Peng. [doi]
• A Multisite Assessment of Nursing Informatics Competencies ? Nursing Educator Knowledge, Employer Needs, Inconsistencies and Priorities IdentifiedAndrew B. Phillips, Margie Sipe, Mary Kennedy, Roberta Christopher. [doi]
• Evaluating Phenotype Classification Using Synthesized Online ContentYanwei Li, Wei-Qi Wei, Juan Zhao 0003, Chao Yan, Henry Ong. [doi]
• Making a Case for Adoption of ICD-11 Morbidity Reporting in the U.S.: Multiple PerspectivesChristopher G. Chute, Susan H. Fenton, Mary H. Stanfill, Kathy L. Giannangelo. [doi]
• Weakly Supervised Classification of Vital Sign Alerts as Real or ArtifactArnab Dey, Mononito Goswami, Joo Heung Yoon, Gilles Clermont, Michael R. Pinsky, Marilyn Hravnak, Artur Dubrawski. [doi]
• A Virtual Tumor Learning Health Systems using the Alicanto PlatformYuri Quintana, David Einstein, Robin Joyce, Andrew Lyu. [doi]
• Tailoring Rule-Based Data Quality Assessment to the Patient-Centered Outcomes Research Network (PCORnet) Common Data Model (CDM)Yahia Mohamed, Xing Song, Tamara M. McMahon, Suman Sahil, Meredith N. Zozus, Zhan Wang, Lemuel R. Waitman. [doi]
• Evaluating Deterioration Prediction, Usability, and Impact of a Clinical Artificial Intelligence System: Real-time Intensive Care Warning INdex System (I-WIN) Using EHR and Bedside Monitor DataFuchiang (Rich) Tsui, Victor Ruiz, Sachin Grover, Lingyun Shi, Allan F. Simpao, Michael Goldstein. [doi]
• Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical DataZhilong Zhang, Guilan Kong, Shuai Jin, Huiying Zhao. [doi]
• The Impact of Algorithms on Racial and Ethnic Disparities in Health and HealthcareArlene Bierman, Helen Burstin, Tina Hernandez-Boussard, Maia Hightower, Nikhil Mull. [doi]
• Assessment of MUSC's Culture of Evidence-based Practice for Ordering ProvidersAmanda L. Davis, Shoshanna Weiss, Sean Haley, Elizabeth Crabtree. [doi]
• An Investigation of the Representation of Social Determinants of Health in the UMLSBhanu Pratap Singh Rawat, Hong Yu 0001, Heather Keating, Raelene Goodwin, Emily Druhl. [doi]
• Towards Standards for Undergraduate Health Informatics EducationChristina Eldredge, Saif Khairat, Sue S. Feldman, Matthew Scotch. [doi]
• A Comparison of Uncertainty Estimation Methods for Deep Learning-based Clinical Risk ScoresArchil K. Srivastava, Supreeth P. Shashikumar, Shamim Nemati. [doi]
• A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine LearningJejo D. Koola, Jialin Mao, Sharon E. Davis, Henry Ssemaganda, Dax M. Westerman, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny. [doi]
• A Systematic Review of Patient-Perceived Barriers and Facilitators to the Adoption and Use of Remote Health Technology in Underserved PopulationsNikita Sandeep Wagle, Jordan Schueler, Solangia Engler, Sherecce Fields, Hye-Chung Kum. [doi]
• When BERT Fails - The Limits of EHR ClassificationAugusto Garcia-Agundez, Carsten Eickhoff. [doi]
• Dynamic Reaction Picklist for Improving Allergy Reaction Documentation: A Usability StudyLiqin Wang, Heekyong Park, Sachin Vallamkonda, Diane L. Seger, Suzanne V. Blackley, Pamela M. Garabedian, Foster R. Goss, Kimberly G. Blumenthal, David W. Bates, Shawn N. Murphy, Li Zhou 0007. [doi]
• An exploration of the Associations between Work Related Technology Usage Outside of Clinical Hours: A Report on Preliminary Data from a Pilot StudyTamara J. Bahr, James Wright, Aviv Shachak. [doi]
• Identifying opportunities for informatics-supported suicide prevention: the case of Caring ContactsHannah A. Burkhardt, Megan Laine, Amanda Kerbrat, Trevor Cohen, Kate Comtois, Andrea L. Hartzler. [doi]
• Section-specific Annotation of PICO for Medical Evidence Extraction: Applications to Articles of Randomized Controlled Trials for Alzheimer's Disease and COVID-19Yan Hu, Vipina Kuttichi Keloth, Hua Xu. [doi]
• Deterioration Events in Patients with DepressionBrittany N. Taylor, Sarah Collins Rossetti, Kenrick Cato. [doi]
• Development of a Patient Decision Aid for Refractive Eye SurgeryBhavani Subbaraman, Kamran Ahmed, Matthew Heller, Alison Essary, Vimla L. Patel, Dongwen Wang. [doi]
• A Computational Respiration Factor to Detect Abnormal Respiratory Patterns Using a Hydraulic Bed Sensor for Older Adults Aging-in-placePallavi Gupta, Laurel Despins, David Heise, Jamal Saied-Walker, Ruhan Yi, Marjorie Skubic, Grant J. Scott. [doi]
• Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer PatientsMohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek. [doi]
• Exploring the use of a terminology-driven normalization engine as a value-added service provided by a regional health information exchangeNaresh Sundar Rajan, Avery Wallace, Andrew S. Kanter. [doi]
• An Analysis of Electronic Health Information Privacy in Older Adults and Caregivers: Results from a National SurveyGyumin Hwang, Yong Choi. [doi]
• Understanding the Impact of Demographics and Socioeconomic Parameters on Treatment Selection and Utilization in Type 2 DiabetesJaysón M. Davidson, Rohit Davidson, Ayan Patel, Atul J. Butte. [doi]
• Interpretable Sub-phenotype Identification in Acute Kidney InjuryHo-Yin Chan, Mei Liu. [doi]
• How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit FormationAneta Lisowska, Shiri Lavy, Szymon Wilk, Mor Peleg. [doi]
• Impact of COVID-19 on mental health outcomes in the All of Us Research ProgramOnajia J. Stubblefield, David J. Schlueter, Jacob Keaton, Ariel Williams, Slavina Goleva, Tracey Ferrara, Chenjie Zeng, Huan Mo, Joshua Denny. [doi]
• BioRED: A Comprehensive Biomedical Relation Extraction DatasetLing Luo 0001, Po-Ting Lai, Chih-Hsuan Wei, Cecilia N. Arighi, Zhiyong Lu. [doi]
• A Telepsychiatry Simulation for Suicide Assessment: Teaching Telemedicine Safety CompetenciesAndrew Liew, Helen Monkman, Ryan Palmer, Liz Kollaja, Kristin Rodriguez, Shannon Ijams, Juell Homco, John Laurent, Anna Wickham, Frances Wen, Blake J. Lesselroth. [doi]
• Building the Base for the Integration of Genomics to Advance Precision Medicine and Population Health: Lessons Learned from Diverse Partnerships to Support Population Wide Genomic ScreeningLeslie Lenert, Caitlin Allen, Elissa Levin, Kevin Hughes, Aziz A. Boxwala. [doi]
• Clinician perceptions of AI notifications and early system performance data from pilot phase of LINK-HF2 studyKonstantinos Sideris, Josef Stehlik, Carsten Schmalfuss, Thomas Hanff, Richard Schofield, R. Matthew Pipke, Karen Larimer, Cornesia Davis, Benjamin Beauchamp, Heather Hanson, Charlene Weir. [doi]
• Designing health IT to support falls prevention in hospitals: Findings from a realist reviewRebecca Randell, Lynn McVey, Hadar Zaman, Judy M. Wright, V.-Lin Cheong, Dawn Dowding, Peter Gardner, Nicholas R. Hardiker, Frances Healey, Alison Lynch, Natasha Alvarado. [doi]
• Profiling Tox21 Bioassay Towards Drug Repurposing for Rare DiseasesFang Liu, Yanji Xu, Jaleal Sanjak, Andrew Patt, Ruili Huang, Chunxu Qu, Qian Zhu 0003. [doi]
• Informatics Research and Implementation During COVID: Challenges, Opportunities and Recommendations for Building a Sustainable InfrastructurePatricia C. Dykes, Sarah Collins Rossetti, Patricia Sengstack, Guilherme Del Fiol, David J. Albers. [doi]
• Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-artDavide Ferrari, Veronica Guidetti, Vasa Curcin, Yanzhong Wang. [doi]
• Addressing the Curly Braces Problem: Implementing Health Level Seven Fast Healthcare Interoperability Resources (FHIR) as a Standard Data Model for the Arden SyntaxRobert A. Jenders, Peter J. Haug, Klaus-Peter Adlassnig. [doi]
• Relationship Between Neighborhood Opportunity and Deprivation Indices and Healthcare Utilization for Children with Central Nervous System TumorsYvette H. Tran, Seho Park, Scott L. Coven, Eneida Mendonca. [doi]
• Rare Aesthetic: Lived Experiences, Challenges, and Support-Seeking Practices of Adolescents with Rare Diseases on TikTokRachael F. Zehrung, Nick Su, Yunan Chen. [doi]
• Automatic speech recognition performance for digital scribes: a performance comparison between general-purpose and specialized models tuned for patient-clinician conversationsBrian D. Tran, Ming Tai-Seale, Ramya Mangu, Jennifer Lafata, Kai Zheng 0002. [doi]
• Analysis of Call-Back Requests for an ePRO Asthma Symptom Monitoring App Integrated into Primary CareJorge A. Sulca Flores, Robert S. Rudin, Dinah Foer, Savanna Plombon, Jessica Sousa, Jorge A. Rodriguez, Anuj K. Dalal. [doi]
• Training Deep Learning Models Privately in Survival StudiesLiyue Fan, Luca Bonomi. [doi]
• Monitoring Performance of a Deployed Machine Learning Model that Predicts Long-term Mortality for Targeting Inpatient Palliative CareSameh N. Saleh, Corey Chivers, Jason Lubken, Katherine R. Courtright, Gary E. Weissman, Daniel Herman. [doi]
• Semi-Automated Data Curation from Biomedical LiteratureProtiva Rahman, Daniel Fabbri. [doi]
• Accelerated Data Curation of Colitis CasesProtiva Rahman, Cheng Ye, Kate Mittendorf, Michele L. LeNoue-Newton, Christine Micheel, Daniel Fabbri. [doi]
• Manual Chart Review Train and Inter-Annotator Agreement Plan for a COVID-19 Disease Association StudyBrent D. Hill, Kristine W. Lynch, Scott L. DuVall. [doi]
• Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health RecordSiru Liu, Allison B. McCoy, Bryan D. Steitz, Adam Wright. [doi]
• Leverage EMR to Change Practice Patterns and Streamline Non-EMR Workflows - An Interfacility Transfer Process Improvement Effort with Far Reaching ImplicationsEinas M. Batarseh, Sashank Kaushik. [doi]
• Implementation of a Self-Service Knowledge Center for Issue ResolutionJeff Washburn, Daniel Bogaty, Karen Bavuso, Dirk Wenke, Saverio M. Maviglia, Olivia Milgrom, Roberto A. Rocha. [doi]
• Systematic Review of Consumer Wearables for Sedentary BehaviorChelsea Howland, Jo-Ana Chase, Allison Anbari, Malaika Gallimore, Chuka Emezue, Drew Herbert, Katrina Boles, Knoo Lee, LeeAnne B. Sherwin, Pawena Narasri, Rebecca Graves, Blaine Reeder. [doi]
• "Synaptic Specialists": Utilizing Computerized Neurocognitive Testing and Data Analysis to Define the True Skills of Esports AthletesJared Warren, Michael Dakkak, Ahmed Emara, Jason Cruickshank, David Craygo, Diane Tucker, Gary Calabrese, Jonathan Schaffer, Dominic King. [doi]
• Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing ApproachYining Hua, Vi Nguyen, Liqin Wang, Dinah Foer, Li Zhou. [doi]
• Probing Radiology Patient Experience Feedbacks with Aspect-based Sentiment AnalysisKurt Miller, Ming Huang, Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin J. Peterson, Hongfang Liu, Lacey Hart, Nelly Tan. [doi]
• Leveraging Informatics as Support for the Well-being of the Nursing WorkforceElizabeth E. Umberfield, Kenrick Cato, Gillian Strudwick, Victoria Tiase, Marisa Wilson. [doi]
• Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHRJianqiu Zhang, Erich Kummerfeld, Gretchen M. Hultman, Paul E. Drawz, Terrence Adams, György J. Simon, Genevieve B. Melton. [doi]
• Need FAIR Evidence? Use CEDAR to Discover and Retrieve Research FindingsKimberly Albero, Christine Chang, Elise Robertson, Edwin A. Lomotan. [doi]
• Rates of Documentation and Review of Patients' Social Needs in the EHRBradley E. Iott, Julia Adler-Milstein, Laura M. Gottlieb, Matthew S. Pantell. [doi]
• Association of Documented Social Needs in Claims and Electronic Health Records of Medicaid Population with Healthcare Utilization and CostsChintan J. Pandya, Elham Hatef, Jun Bo Wu, Thomas Richards, Jonathan Weiner, Hadi Kharrazi. [doi]
• mCODE® (Minimal Common Oncology Data Elements): a 3-year UpdateTravis Osterman, Teja Ganta, Sutin Chen, Samuel L. Volchenboum. [doi]
• Regulatory Oversight and Public Perceptions of Prediction in HealthcarePaige Nong, Jodyn Platt. [doi]
• Predicting patients who are likely to develop Lupus Nephritis of those newly diagnosed with Systemic Lupus ErythematosusKatelyn K. Bechler, Nigam Shah. [doi]
• Fast Textual Corpus Retrieval from Electronic Health Records using PDF Parser and TxtSplit ToolsYiming Li, Qiang Wei, Yujia Zhou 0003, Hua Xu 0001. [doi]
• ALS community pressing issues: lessons from a surveyAria Anvar, James Berry, Ernest Fraenkel, Indu Navar, Guillermo A. Cecchi, Raquel Norel. [doi]
• Usability Test of Heart Failure Resource Modules in Caring of Caregivers Online (COCO) Mobile ApplicationJeehoon Jang, Chenyang Zheng, Yinzhou Wang, Weichao Yuwen, Chuhan Hou. [doi]
• Fast Evidence Interoperability Resources (FEvIR) Platform for Usability ResearchBrian S. Alper, Joanne Dehnbostel, Khalid Shahin. [doi]
• The Technical and Ethical Complexities of Genomic EHR IntegrationMarsha Fearing, Anna Dover. [doi]
• Ontologies in the Behavioral Sciences: Accelerating Research and the Accessibility and Use of KnowledgeMark A. Musen, Jiang Bian 0001, Bruce Chorpita, Vimla Patel, Cui Tao. [doi]
• Comprehensively modeling heterogeneous symptom progression for Parkinson's disease subtypingChang Su, Yu Hou, Jielin Xu, Matthew Brendel, Jacqueline R. M. A. Maasch, Zilong Bai, Yingying Zhu, Claire Henchcliffe, Feixiong Cheng, Fei Wang. [doi]
• Getting to the Information Clinicians Need Quickly: An Evaluation of DynaMed and Micromedex with WatsonHeba H. Edrees, Diane L. Seger, Mary G. Amato, Ania Syrowatka, Pamela M. Garabedian, Sevan M. Dulgarian, Petra Schultz, Gretchen Purcell Jackson, David W. Bates. [doi]
• Machine Learning to Identify Respiratory Sequelae in Patients with COVID-19Zachary H. Strasser, Hossein Estiri, Shawn Murphy. [doi]
• Measuring the Effect of EHR Data Quality in Identifying Type 2 Diabetes Population Across Common Phenotype Definitions of DiabetesPriyanka D. Sood, Star Liu, Hsien-Yen Chang, Hadi Kharrazi. [doi]
• Lung Cancer Screening Implementation in Primary Care Using an Electronic Health Record-integrated Shared Decision Making Tool and Clinician-facing PromptsPolina V. Kukhareva, Douglas Martin, Isaac Warner, Salvador Rodriguez-Loya, Haojia Li, Yue Zhang, Tanner J. Caverly, Guilherme Del Fiol, Kensaku Kawamoto. [doi]
• Inferring EHR Utilization Workflows through Audit LogsXinmeng Zhang, Yuying Zhao, Chao Yan, Tyler Derr, You Chen. [doi]
• Clinical Decision Support in the Era of Machine Learning: Gaining TrustJessica M. Schwartz, Maureen George, Sarah Rossetti, Patricia C. Dykes, Simon Minshall, Eugene Lucas, Kenrick Cato. [doi]
• Mapping Shopper Movement in an Immersive Virtual Reality Grocery StoreSara Flash, Denise Goldsmith, Patricia Brennan. [doi]
• Using structured knowledge to help identify and prevent M-biasScott A. Malec, Steve Albert. [doi]
• How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension: the French PENELOPE initiativeEmmanuelle Kempf, Morgan Vaterkowski, Nicolas Griffon, Damien Leprovost, Stéphane Bréant, Patricia Serre, Alexandre Mouchet, Rafael Gozlan, Bastien Rance, Gilles Chatellier, Ali Bellamine, Marie Frank, Martin Hilka, Julien Guerin, Xavier Tannier, Alain Livartowski, Christel Daniel. [doi]
• Part Time MD Program Students' Perception Towards Clinical InformaticsJialin Liu, Siru Liu. [doi]
• A Mixed Methods User Needs Assessment of Pulse Oximetry Monitoring During Exercise for Interstitial Lung DiseaseClaire E. Child, Maddalena Di Piazza, Mikayla Minton, Jose Ugas, Avry Freaney, Marion Paetznick, Soraya Bailey, Mary Beth Brown. [doi]
• Perspectives on Adoption of a Unique Identifier for NursesCatherine H. Ivory, Mollie R. Cummins, Robert Lucero. [doi]
• Bridging the Granularity Gap in Family History Information Extracted from Clinical NarrativesSungrim Moon, Liwei Wang, Xuan Chen, Nan Wang, Sheila Manemann, Nicholas B. Larson, Suzette J. Bielinski, Hongfang Liu. [doi]
• Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning modelAnne De Hond, Ilse Kant, Mattia Fornasa, Giovanni Cinà, Paul W. G. Elbers, Patrick Thoral, M. Sesmu Arbous, Ewout W. Steyerberg. [doi]
• Patient Request for Correction Using HL7® FHIR®Virginia Lorenzi, David Hay, Lisa Nelson, John Keyes, Debi Willis. [doi]
• Development of an Integrated Clinical and Social Multi-level Risk Score to Identify Social Needs Among Minority Populations in Baltimore CityElham Hatef, Hsien-Yen Chang, Thomas Richards, Elyse C. Lasser, Hadi Kharrazi, Jonathan P. Weiner. [doi]
• Potential Patients' Expressions of Values About Psychiatric Inpatient Care on TikTokAnastasia Schaadhardt, Wanda Pratt. [doi]
• What Are the Mental Health Needs of Caregivers of Alzheimer's Disease and Related Dementias (ADRD) Patients during the COVID-19 Pandemic? A Natural Language Processing Analysis of Online Caregiver Discussion ForumJiyeong Kim, Yong Choi. [doi]
• Using CDS Hooks to Increase SMART on FHIR App Utilization: A Cluster-Randomized TrialKeaton L. Morgan, Polina V. Kukhareva, Phillip B. Warner, Jonah Wilkof, Meir Snyder, Devin Horton, Troy Madsen, Joseph Habboushe, Kensaku Kawamoto. [doi]
• Quantifying Clinical Decision Support Across Pediatric Intensive Care UnitsAlex Clark, Naveen Muthu, Mark V. Mai, Evan Orenstein, Swaminathan Kandaswamy, Kathleen Fear, Adam Dziorny. [doi]
• Assessment of Natural Language Processing Methods to Predict Functional Pain Scores from Inpatient Clinical NotesAgustina Saenz, Julie Vaughn, Jeffrey Schnipper, Moustafa Abdalla, William Boag. [doi]
• Analyzing healthcare-seeking behavior among All of Us enrollees in the era of COVID-19Nripendra D. Acharya, Harry Reyes Nieva, Karthik Natarajan. [doi]
• A SMART on FHIR Application to Improve Suicide Risk Prediction and ManagementWilliam J. Gordon, Kate Bentley, Amy Fitzpatrick, Brian Kaney, Ronald Kessler, Matthew K. Nock, Ben Y. Reis, Mark Schechter, Vicki Strateman, Dewar Tan, Sarah Young, Jordan W. Smoller. [doi]
• Explainability versus Accuracy to Engender TrustAngela Ross, Laila Rasmy, Degui Zhi, Kathleen McGrow. [doi]
• Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring PrivacyLeonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday. [doi]
• Building a Pipeline for Clinical Alerts Generated via Natural Language ProcessingDan Albert, Dario A. Giuse, Asli Ozdas Weitkamp, Adam Wright. [doi]
• Enhancing the Value of Digital Health Support for Mental Health Help-Seeking in Transitional Aged Youth: What should we do next?Bemnet Teferi, Brian Lo, Alexxa Abi-Jaoudé, Andrew Johnson 0006, Howard W. Wong, David Wiljer. [doi]
• Building the Vanderbilt Integrated Teaching and Learning System (VITALS) and VITALS Spotlight ToolShane P. Stenner, Dario A. Giuse. [doi]
• ADscreen: An Artificial Intelligence-Based Screening Algorithm for Early Identification of Patients with Alzheimer's Disease and Related DementiaMaryam Zolnoori, Maxim Topaz. [doi]
• Mining the Health Disparities and Minority Health Bibliome: A Computational Scoping ReviewHarry Reyes Nieva, Noemie Elhadad. [doi]
• Cloud Computing Synthetic Syndromic Surveillance Systems: Opioid Epidemic in IllinoisArash Jalali, Sean Huang, Karl Kochendorfer. [doi]
• Using Electronic Patient-Reported Outcomes to Monitor Patients Between Visits: Tools and Lessons Across Four Medical ConditionsRobert S. Rudin, Gita Mody, Daniel Solomon, Ruth Masterson Creber, Adriana Arcia. [doi]
• Designing Informatics Solutions for Older Adults with Cognitive Impairment: Responding to the ChallengeAnne M. Turner, George Demiris, Amanda Lazar, Jane Chung. [doi]
• Leveraging Novel Clinical Decision Support to Improve Preferred Language Documentation in a Quaternary Neonatal Intensive Care UnitOsvaldo Mercado, Alex Ruan, Kathleen Gibbs, Bolu Oluwalade, Matthew Devine, Leah Carr. [doi]
• A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics dataAhmed Elhussein, Gamze Gürsoy. [doi]
• Relationship Between Electronic Health Record Time and Ambulatory Quality of Care Metrics Among Primary Care PhysiciansLisa S. Rotenstein, Richard Gitomer, Michael J. Healey, Daniel Horn, David Ting, Stuart R. Lipsitz, Hojjat Salmasian, David W. Bates. [doi]
• User requirements for a search feature in health information technology systems: A pilot study of emergency physiciansKaty Stewart, Elizabeth Umberfield, Jordan Hill, Titus Schleyer. [doi]
• Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and OutcomesChristian Rose, Robert Thombley, Morteza Noshad, Ron Li, Wendy Lu, Heather A Clancy, David Schlessinger, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein. [doi]
• Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report EmbeddingsYifan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen. [doi]
• Developing a disease-specific symptom vocabulary for natural language processingMeghan Reading Turchioe, Winston Guo, Alexander Volodarskiy, Brittany Taylor, Mollie Hobensack, David Slotwiner, Jyotishman Pathak. [doi]
• Validating Data-Driven Clinical Fingerprints as an Input Feature RepresentationMarco Barbero Mota, Jorge L. Gamboa, John M. Still, Charles M. Stein, Vivian K. Kawai, Thomas Lasko. [doi]
• Extracting Cancer Chemotherapy and Response Information from Clinical Notes following the RECIST DefinitionXu Zuo, Natalie Gregoriou, Ashok Kumar, Jianfu Li, Jeremy Warner, Yang Ping, Hua Xu. [doi]
• Predicting ICU Length of Stay for Patients with Diabetes Using Machine Learning and Clinical NotesYuansi Hu, Ling Zheng. [doi]
• Adoption of Advanced IT Functions by Critical Access Hospitals as a Function of Proximity to a Regional Extension CenterMasha Kuznetsova, Nate C. Apathy, A Jay Holmgren. [doi]
• Characterizing Clinical Activity Patterns by Topics Inferred from Electronic Health Record Audit LogsJinying Chen, Sarah L. Cutrona, Ajay Dharod, Aaron Bridges, Adam Moses, Brian Ostasiewski, Kristie Foley, Thomas K. Houston. [doi]
• Medication Reconciliation Module Use Leads to Earlier Discharge TimeMelissa S. Van Cain, R. Matthew Atkins. [doi]
• Healthcare Impacts of Real-Time Sepsis Risk Prediction Workflows for Hematopoietic Cell Transplant RecipientsCameron Carlin, Jesee Castro, Monica Munaretto, Jossie Sandoval, Sanjeet Dadwal, Ryotaro Nkamura, Zahra Eftekhari. [doi]
• Risk Factors and Algorithms to Predict Return to Play in Sports Medicine: A Preliminary Systematic Scoping ReviewAbraham Kim, Danny T. Y. Wu. [doi]
• Preventing Employee Absenteeism in Healthcare Settings with Bias-less Estimation of Personality Traits Based on Color Psychological PreferencesShintaro Oyama, Keiko Yamashita. [doi]
• A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) PhenotypingArianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri. [doi]
• Preparing Study Participants to Engage in Immersive Virtual RealitySara Flash, Denise Goldsmith. [doi]
• Resemblance Distantly Supervised Approach to Extract Triplet Information from Randomized Control Trials of Breast CancerDuo (Helen) Wei. [doi]
• Exploring needs, interests and preferences for digital mind body tools for adolescentsSavitha Sangameswaran, Serena Jinchen Xie, Michelle Garrison, Dori Rosenberg, Jason Yip, Andrea L. Hartzler. [doi]
• Design, Implementation, and Usability of the Electronic Medical Record Search Engine (EMERSE) ToolColby N. Reyes, Kai Zheng, David Hanauer. [doi]
• Signaling Sepsis Clinical Decision Support Pilot: Iterative Design, Implementation, and EvaluationRobin Littlejohn, Christopher Bonk, Laura Schubel, Willie Horne, Kristina Mobley, Joel McAlduff, Kristen E. Miller. [doi]
• AZCOVIDTXT: Winning the Battle Against COVID-19 One Text at a TimeM. Sriram Iyengar, Stephen Rains, Kacey Ernst, Nirav C. Merchant, Tracy Crane, Paulina Colombo, Maliaca Oxnam. [doi]
• A Corpus of Radiology Reports From Multiple Imaging Modalities With Fine-grained Event-based AnnotationsKevin Lybarger, Namu Park, Sitong Zhou, Aashka Damani, Alison Brennan, Jagjeet Gill, Nianiella Dorvall, Vy Huynh, Spencer Lewis, Martin L. Gunn, Özlem Uzuner, Meliha Yetisgen. [doi]
• Usability Inspection of the MAISIE mobile CDS appDrew Herbert, Malaika Gallimore, Alisha Johnson, Pawena Narasri, Katrina Boles, Chuka Emezue, Blaine Reeder. [doi]
• Promoting Early Intervention Program Referral and Retention using EHR-Based Referral and Bi-Directional Data ExchangeKatharine H. McVeigh, Nura Anwar, John Lyons, Tania Corporan, Catherine Canary, Arin A. Balalian, Samantha Bynoe, Mary McCord, Lidiya Lednyak. [doi]
• Putting the user back in user-centered design: Strategies for incorporating patient goals and values throughout the design of decision aidsSabrina Mangal, Natalie C. Benda, Ruth Masterson Creber, Meghan Reading Turchioe, Adriana Arcia. [doi]
• Transferring Process Knowledge and Protocol Structure in a Continuous Remote Patient Monitoring Program: Heart Failure to Ileostomy Clinical Use Case StudyWei Ning Chi, Courtney Reamer, Robert Gordon, Nitasha Sarswat, Charu Gupta, Monika Krezalek, Klara Brugger, Emily White Vangompel, Izabella Szum, Melissa Morton-Jost, Urmila Ravichandran, Karen Larimer, David Victorson, John Erwin, Lakshmi Halasyamani, Anthony Solomonides, Rema Padman, Nirav Shah. [doi]
• Structural Patterns in Chronic Disease Clinical Practice Guidelines Formalized for Clinical Decision SupportSamson W. Tu, Tanya Podchiyska, Connie Oshiro, Susana B. Martins, Michael Ashcraft, Justin G. Chambers, Amy Robinson, Paul Heidenreich, Mary K. Goldstein. [doi]
• Developing a Data Pipeline to Facilitate the Understanding of the Interrelationships Between Humans and Technology in Smart BuildingsAndy Gao, Danny Wu, Gargi Rajput. [doi]
• Deidentifying a Corpus of 100 Million Clinical Text Documents for Information Extraction: Lessons LearnedLakshmi Radhakrishnan, Gundolf Schenk, Kathlene Muenzen, Boris Oskotsky, Sharat Israni, Atul J. Butte. [doi]
• Streamlining Provider and Clerical Tasks into One View: Opioid ToolkitW. Kendall Wyatt. [doi]
• Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional studyJiancheng Ye, Zhimei Ren. [doi]
• Characterizing Patient Representations for Computational PhenotypingTiffany J. Callahan, Adrianne L. Stefanski, Danielle Ostendorf, Jordan M. Wyrwa, Sara J. Deakyne Davies, George Hripcsak, Lawrence Hunter, Michael G. Kahn. [doi]
• Preliminary Performance of a Real-time EHR-embedded Predictive Algorithm for Diagnostic Error in ICU PatientsAlyssa Lam, Kaitlyn Konieczny, Savanna Plombon, Anuj K. Dalal, Marie Holkenbrink. [doi]
• Oncologist Opinion and Use of a Machine Learning-Powered Clinical Decision Support System to Aid Serious Illness Conversations for Lung Cancer PatientsTeja Ganta, Stephanie Lehrman, Rachel Pappalardo, Irena Durkovic, Shira Lichtman, Damon Czarnecki, Brooke Tsembelis, Mark Liu, Joseph Kannry, Robbie Freeman, Mirhandi Arash Kia, Prathamesh Parchure, Hsin-Hui Huang, Alla Keyzner, Madhu Mazumdar, Aarti Bhardwaj, Cardinale Smith. [doi]
• Assessment of Real-World Health Applications on FHIRAshley Griffin, Lu He, Anthony Sunjaya, Andrew King, Zubin Khan, Brian J. Douthit, Martin Nwadiugwu, Vignesh Subbian, Mark Braunstein, Viet Nguyen, Charles Jaffe, Titus Schleyer. [doi]
• Community champions as health informatics partners in co-productionConnie Yang, Deepthi Mohanraj, Alexandra Dogbe, Ayah Idris, Joseph Tan Garcia, Linda Janelle Chastine, Emily Bascom, Reggie Casanova-Perez, Janice Sabin, Wanda Pratt, Andrea L. Hartzler, Nadir Weibel. [doi]
• Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized ChildrenBayley Bennett, Hyunjung Shin, Swaminathan Kandaswamy, Evan Orenstein, Edwin Ray. [doi]
• Development and Piloting of a Human Factors Survey Based on I-MeDeSA through the Ambulatory EHR Evaluation ToolZoe Co, Lisa P. Newmark, David C. Classen, Jessica M. Cole, David W. Bates. [doi]
• Advancing Health and Social Service Information Exchange: Cutting Edge Examples, Lessons Learned, and What More Needs to be LearnedBradley E. Iott, Karis Grounds, Jessica Burnett, Matthew S. Pantell. [doi]
• Charting the Changing Nature of Post-Covid Symptoms: Initial Findings from a Longitudinal StudyJessica Annette Pater, Fen-Lei Chang, Jeanne Carroll, R. Scott Stienecker, Tammy Toscos, Shion Guha. [doi]
• Patient and Clinical Team Support for Video Visit Telemedicine Implementation in a Safety Net Obstetrics ClinicElaine C. Khoong, Jennifer Juarez Yoc, Malini Nijagal, Misa Perron-Burdick, Ben Li, Faviola Garcia, Courtney R. Lyles. [doi]
• Clinical Data Repositories: Primary Sources of Drug-to-Drug Interaction Detection and Risk AssessmentSebastien D. Kiogou, Terrence Adam. [doi]
• Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge ProjectXiaochen Wang, Yue Wang, José Luis Ambite, Abhishek Appaji, Howard Lander, Stephen Moore, Arcot Rajasekar, Jessica A. D. Turner, Matthew Turner, Lei Wang 0032, Satya Sahoo. [doi]
• Application of Artificial Intelligence in Self-management: Literature ReviewYaguang Zheng, Brynne Campbell Rice, Youmin Cho, Emily M. Pan, Liat Shenkar, Emily Baker, Yun Jiang. [doi]
• Predicting Body Mass Index in Early Childhood Using Data from the First 1, 000 DaysErika R. Cheng, Ahmet Cengiz, Zina Ben-Miled. [doi]
• BRAINCommons: A Research Infrastructure Designed for Accelerated Discovery in Support of Brain HealthMaryan Zirkle, Kimon Kotronis, Lee Lancashire, Eugene Rakhmatulin, Magali Haas. [doi]
• Feasibility of a Self-Administrated Digital Elder Abuse Intervention in the Primary Care SettingFuad Abujarad, Peter Ellis, Chelsea Edwards, Brent C. Vander Wyk, Kristen Kraemer, Richard Marottoli. [doi]
• Using natural language processing-assisted models to confirm MGUS diagnoses in Veterans' electronic health recordsMei Wang, Yao-Chi Yu, Lawrence Liu, Martin Schoen, Theodore Thomas, Graham Colditz, Su-Hsin Chang. [doi]
• Faculty Driven Virtual Reality (VR) Scenarios and Students Perception of Immersive VR in Nursing Education: A Pilot StudyJeeyae Choi, Charlotte Thompson. [doi]
• Show-Me ECHO: Understanding behavior change and utilization of healthcare system through claims data analysisOlabode Ogundele, Mirna Becevic. [doi]
• Multi-level factors associated with use of an EHR-based shared-decision making system for cardiovascular disease risk in community health centersJenny Hauschildt, Rachel Gold, Kristin Lyon-Scott, Christina Sheppler, Annie Larson, Carmit McMullen, David Boston, Patrick J. O'Connor, JoAnn M. Sperl-Hillen. [doi]
• A National Nudge Study of Different Framed Message to Increase COVID-19 Vaccine Uptake in Saudi Arabia: A Randomized Controlled TrailMohammed Alhajji, Abdullah H. Alzeer, Saad Alyahya, Sara Alsuhaibani, Sarah Alkhudair, Raghad Aldhahiri, Ahmed Alhomaid, Dalal Alali, Abdulelah Alothman, Eman Alkhulaifi, Mohammed Alnashar, Abdulrahman Alalmaee, Ibrahem Aljenaidel, Reem Alshehri, Fahad Alsaawi. [doi]
• Assessing Data Quality and Diversity in the All of UsLina Sulieman, Jennifer Zhang, Kayla Marginean, Paul A. Harris, Robert J. Carroll. [doi]
• Establishing a Multidisciplinary Initiative for Interoperable EHR Innovations at an Academic Medical Center: the University of Utah ReImagine EHR ExperienceKensaku Kawamoto, Guilherme Del Fiol, Polina V. Kukhareva, Douglas K. Martin, Roland E. Gamache. [doi]
• The Informatics of RECOVER: Understanding the Post Acute Sequelae of SARS-CoV-2 InfectionMark G. Weiner, Charles Bailey, Richard R. Moffitt, Shawn N. Murphy. [doi]
• Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management RegimensAdrienne Pichon, Iñigo Urteaga, Lena Mamykina, Noemie Elhadad. [doi]
• Telemedicine Second Opinions: A Promising Mechanism for Expanding Equitable Access to Subspecialty Oncology ExpertiseSusan Chimonas, Allison Lipitz-Snyderman, Sham Mailankody, Anjua Kriplani, Leonard Saltz, Smita Sihag, Carlyn Rose Tan, Maria Widmar, Marjorie Zauderer, Benjamin Roman. [doi]
• Let's Talk About RAF: Improving Documentation & Score Accuracy with Care OrchestrationJason Keiner, Subha Airan-Javia, Christopher Hwang. [doi]
• Evolution of Immunization Informatics Technical Standards for the COVID-19 Vaccination and Future ResponsesFaisal Reza, Stuart Myerburg, Christine Miner, Elizabeth Hurley, Danielle Henderson, Paloma L. Hawry. [doi]
• A Comparative Study on the Capability of Real-World Antineoplastic Drug Data Collection by CanMED, ATC and HemOncYue Yu, Kathryn J. Ruddy, Nan Huo, Nansu Zong, Deirdre Pachman, Christopher G. Chute, Emily R. Pfaff, Andrea Cheville, Guoqian Jiang. [doi]
• Accelerating the Use of Standardized APIs: Consumer, Researcher, App Developer, and Provider PerspectivesMera Choi, Stephanie Garcia, Kristen E. Miller, Rachael Whiteside, Donald Rucker, Anita Samarth. [doi]
• Using EHR Audit Logs to Generate Provider Digital Phenotypes and Understand User Behavior Across the Professional SpectrumJulia Adler-Milstein, Michelle R. Hribar, Benjamin I. Rosner, Adam Dziorny, Mark V. Mai. [doi]
• Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring SolutionTanya Melnik, Joshua A. Thompson, Jake Vasilakes, Tucker Annis, Sicheng Zhou, Dalton Schutte, Genevieve Melton-Meaux, Susan Pleasants, Rui Zhang 0028. [doi]
• Causally Motivated Multiple Shortcut Removal Using High Dimensional Auxiliary LabelsJiayun Zheng, Maggie Makar. [doi]
• Comparison of Ordering Tools on Adherence to Treatment Protocols in the Emergency DepartmentKyle Marshall, David Friedlander, Vishnu Mohan, David Vawdrey. [doi]
• Developing Health Informatics Professionals within a Large, Integrated Health SystemJ. Edward Maddela, Charles Zeilman, Sonya Gonzalez, Katherine Gianola Greatwood. [doi]
• 30-day unplanned readmission risk model performance and the COVID-19 pandemicBradley A. Rowland, Richa Bundy, Adam Moses, Ajay Dharod, Donna Williams. [doi]
• Normalization of free-text annotated entries increases accuracy of diagnoses coding for quality reportingAmy L. Loriaux, Ann Phillips, Greg Aldin, Andrew S. Kanter. [doi]
• Advancing Equitable and Human-Centered Health Informatics Systems: Strategies for Effective Design and Research CollaborationsElena Agapie, Shefali Haldar, Terika McCall, Ari H. Pollack, Lauren Wilcox. [doi]
• CIHLex: Complementary and Integrative Health LexiconHuixue Zhou, Robin Austin, Halil Kilicoglu, Sheng Chieh Lu, Rui Zhang. [doi]
• Predicting the Retention of Subsequent Surveys in the All of UsLina Sulieman, Xiaoke Feng, Qingxia Chen, Robert M. Cronin. [doi]
• Impact of Open Notes on Clinician Documentation One Year Post-MandateBenjamin Weia, Akshay Ravi, Robert Thombley, Grace Krueger, Natalya Maisel, Julia Adler-Milstein. [doi]
• Supporting Interprofessional Collaboration through Clinical Documentation: An Exploration of Doctors' and Nurses' Reasoning ProcessesKatherine Blondon, Frederic Baroz. [doi]
• Identifying Ethics Frameworks and Principles to Guide New and Emerging Approaches to Interoperability in Public Health Data ExchangeLynne Page Snyder, Prashila Dullabh, Alexa Limeres, Rachel Oommen, Sofia Ryan, Courtney Zott, Melissa M. Goldstein. [doi]
• Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19Helen Zhou, Cheng Cheng 0001, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss. [doi]
• Identifying Menopausal Status with Natural Language ProcessingHannah Eyre, Kristine W. Lynch, Carolyn Gibson, Scott L. DuVall, Olga V. Patterson. [doi]
• Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation studyAntonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin. [doi]
• Technology Prevalence in Childhood by Parent Reports: An Opportunity for Obesity PreventionLisa A. Gawronski, Gail M. Keenan, Hwayoung Cho. [doi]
• Using Publicly Available Exome Sequencing Data to Identify X-linked Genetic Risk Factors for Multiple Sclerosis in WomenKirill Borziak, Joseph Finkelstein. [doi]
• Comparisons Between GPS-based and Self-reported Life-space Mobility in Older AdultsChen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini. [doi]
• Availability of Health Information Exchange Data for Children with Special Health Care Needs through a SMART on FHIR AppElaine M. Fan, Teresa Taft, Damian Borbolla, Elizabeth Rudd, Emerson P. Borsato, Ryan Cornia, Phillip B. Warner, David Shields, Pallavi Ranade-Kharkar, Kensaku Kawamoto, Carole H. Stipelman, Chuck Norlin, Jennifer Goldman-Luthy, Guilherme Del Fiol. [doi]
• A comparison of socio-behavioral determinants of health information captured in the electronic health record versus insurance claims for a population seen in an ambulatory care settingElyse C. Lasser, Kimberly Gudzune, Hadi Kharrazi, Harold P. Lehmann, Jonathan P. Weiner. [doi]
• Integrating Clinical Informatics into Undergraduate Medical Education Curriculum: Innovations and ChallengesJessica A. Davila. [doi]
• Towards Automatic Prediction of Outcome in Treatment of Cerebral AneurysmsAshutosh Jadhav, Satyananda Kashyap, Hakan Bulu, Ronak Dholakia, Tanveer F. Syeda-Mahmood, Hussain Rangwala, Mehdi Moradi. [doi]
• Understanding Mechanisms of Missingness for Unspecified Diabetic Retinopathy Disease Severity in the Electronic Health Record: An IRIS® Registry AnalysisDurga S. Borkar, Meghan Hatfield, Thaihien Nguyen, Richard Chapman, Theodore Leng, Michael Mbagwu, Matthew Roe, Shrujal Baxi, Aracelis Torres. [doi]
• Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor TherapyTheodore C. Feldman, Nathanael Fillmore, Nhan V. Do, Mary Brophy, David Kaplan, Albert Lin. [doi]
• Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular DiseaseAlban Zammit, Tina Hernandez-Boussard, Jean Coquet, Ashish Sarraju, Fátima Rodríguez. [doi]
• Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 AdmissionsJeffrey G. Klann, Zachary H. Strasser, Chris J. Kennedy, Meghan Hutch, John H. Holmes, Gabriel A. Brat, Shawn N. Murphy. [doi]
• A Unified Approach to Clinical Informatics Education for Undergraduate and Graduate Medical EducationDara Eckerle Mize, Travis Osterman. [doi]
• A Web-based Platform to Share Harmonized Results from COVID-19 Clinical StudiesIrena Parvanova, Kirill Borziak, Anar Plotnikov, Joseph Finkelstein. [doi]
• Comparison of the digital health strategies of Tanzania and Germany: First results of a comparative policy analysisFelix Holl, Jennifer Kircher, Felix Sukums, Walter Swoboda. [doi]
• Nowcasting PSH-AM: Towards Real-time Assessment of Paroxysmal Sympathetic Hyperactivity using Continuous Vital Sign Measurements in Neurocritical UnitsRohan Salvi, Md Fourkanul Islam, Sancharee Hom Chowdhury, Jamie Podell, Peter Hu, Neeraj Badjatia, Lujie Chen. [doi]
• Enhanced Clinical Interpretability of Feature Selection via Latent Component-based Variable ClusteringHu T. Huang, Foad Green, Rayna Matsuno, Joshua Loving. [doi]
• Queering the EHR: Uncovering the embedded cisheteronormativity in health information technologyReggie Casanova-Perez, Wanda Pratt, Andrea L. Hartzler. [doi]
• A debate on the extension of the Practice Pathway for ABMS clinical informatics board certification for physicians in the United StatesEllen Kim, Christoph U. Lehmann, William R. Hersh, Clifton D. Fuller, Bruce P. Levy. [doi]
• Enhancing the Usability of Prescription Drug Monitoring Programs for CliniciansLolita Kachay, Chelsea Richwine, Emily Mitchell, Adrienne Paris. [doi]
• Bioethics perspectives on the development of urgently needed informatics solutions to address rising maternal morbidity and mortalityMeghan Reading Turchioe, Ruth Masterson Creber, Enid Montague, Natalie C. Benda. [doi]
• Comparative Analysis of Social Connections/Isolation and Stress Documentation in Structured and Unstructured Machine De-Identified Data using PatientExploreR and EMERSEShivani Mehta, Anna Rubinsky, Courtney R. Lyles, Kathryn Kemper, Kim Nguyen, Laura Gottlieb, Urmimala Sarkar, William Brown III. [doi]
• Human intermediaries as core infrastructure for addressing telehealth access inequitiesAlicia Williamson, Marcy Antonio, Elaine C. Khoong, Lucy Gray, Jorge Rodriguez, Tiffany C. Veinot. [doi]
• Teaching complex health informatics processes using mind mapping methodology and visualization to support doctoral student learningCheryl A. Fisher, Barbara Van de Castle, Ronald Piscotty, Charlotte A. Seckman. [doi]
• Effect of Patient Switching on EHR-based Workload and Wrong-Patient ErrorsSunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil. [doi]
• Unraveling the "Other" Diagnosis of Suspected Suicide Attempts at Emergency Department using Natural Language Processing (NLP)Yunyu Xiao, Haotan Zhang, Yu Hou, Chang Su, Fei Wang. [doi]
• Acceptance and Use of a Mobile Yoga Application by Breast Cancer Survivors: A Brief Intervention StudySayantani Sarkar, Katherine Kim. [doi]
• Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification ToolBetina Ross S. Idnay, Yilu Fang, Caitlin N. Dreisbach, Karen Marder, Chunhua Weng, Rebecca Schnall. [doi]
• Artificial Intelligence, Design and Telemedicine: non-stigmatizing devices for symptoms reliefViviana Paolini, Marco Prenassi, Serena Narbone, Vanni Lughi, Andrea Petronio, Linda Borellini, Davide Villa, Simone Paternich, Sara Marceglia. [doi]
• Continuous Remote Patient Monitoring: Evaluation of the Cascade Heart Failure Study Phases 1 and 2Wei Ning Chi, Courtney Reamer, Robert Gordon, Nitasha Sarswat, Charu Gupta, Emily White Vangompel, Safwan Gaznabi, Izabella Szum, Melissa Morton-Jost, Urmila Ravichandran, Tovah Klein, Karen Larimer, David Victorson, John Erwin, Lakshmi Halasyamani, Anthony Solomonides, Rema Padman, Nirav Shah. [doi]
• Digital tools to help parents screen their child for autism are of low qualityBenjamin Sanders, Steven Bedrick, Luis Andres Rivas Vazquez, Sarabeth Broder-Fingert, Shannon A Brown, Jill K. Dolata, Eric Fombonne, Plyce Fuchu, Katharine E. Zuckerman. [doi]
• Lessons Learned from Implementing Clinical Decision Support for Neonatal VentilationLindsey A. Knake, Mhd Wael Alrifai, Allison B. McCoy, Jonathan P. Wanderer, Kevin B. Johnson, Christoph U. Lehmann, Adam Wright, L. Dupree Hatch III. [doi]
• Graph-based Fusion Modeling and Explanation for Disease Trajectory PredictionAmara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice Newsome, Daniel Rubin, Hari Trivedi, Judy Gichoya, Bhavik Patel, Imon Banerjee. [doi]
• Extending FHIR Timing Representation for Expressing Monitoring RecommendationsAlexandra Kogan, Mor Peleg, Samson W. Tu. [doi]
• Methods and Applications of Visual Analytics in Medical Education: A Preliminary Systematic Scoping ReviewScott Vennemeyer, Andy Gao, Mark H. Eckman, Eric J. Warm, Danny T. Y. Wu. [doi]
• Potential Contribution of Wellness Care to CVD Prevention among Diabetes Patients: Analysis of BI-VitalLife CohortTanawat Khunlertkit. [doi]
• Working Remotely: Making Health Informatics Careers Work at a DistanceScott McGrath, Gretchen Purcell Jackson, Tiffany I. Leung, Felix Holl, Kate Fultz Hollis. [doi]
• Electronic Connectivity between Hospital Pairs: Impact on ED UtilizationJulia Adler-Milstein, Jordan Everson. [doi]
• Discovering causal paths to diabetic nephropathy by combining computable biomedical knowledge with graph mining algorithmsShuang Wang, Huai-Yu Wang, Jian Du. [doi]
• Lessons learned from the implementation of 21st Century Cures Act in Pediatrics: When State and Federal Law ConflictSunil Seoparson, Avniel Shetreat-Klein, Joseph L. Kannry, Sandeep Gangadharan. [doi]
• Can Data Science Move Medical Device Surveillance Forward? Highlights of Solutions and Remaining Challenges in Real-World Evidence GenerationMichael E. Matheny, Art Sedrakyan, Omar Badawi, Danica Marinac-Dabic, Frederic S. Resnic. [doi]
• Pandemic Planning using Text Analytics on Hospital Outpatient Letters: a Case Study on Covid-19 Shielding for Rheumatology PatientsMeghna Jani, Ghada Alfattni, Maksim Belousov, Yuanyuan Zhang, Michael Cheng, Andrew Kanter, William G. Dixon, Goran Nenadic. [doi]
• The application of patient reported outcomes (PROs) to build personalized patient education aids for shared decision making at prostate cancer consultationsEllen Kim, Arpi Murray, Michael Tolstorukov, Neil Martin. [doi]
• Informatics Education for Non-Informaticists: an Unmet NeedAkshay Ravi, Benjamin Weia, Matthew Sakumoto, Aris Oates, Xinran Liu. [doi]
• An Informatics Infrastructure for Collecting, Quantifying, and Synthesizing Resident Education ProgressRimma Perotte, Paarth Raj, Joseph Underwood, Christina Hajicharalambous. [doi]
• Framework for Assessing the Impact of Digital Technologies on Value and Outcomes in HealthcareAllison Lipitz-Snyderman, Susan Chimonas, Gilad Kuperman. [doi]
• Improving Ease and Fidelity of Identifying the Correct Patient Care ProviderMugdha Joshi, Arjun Gokhale, Kelly Darmawan, Anoosha Moturu, Anna Pendrey, Nicholas Schwartz, Lauren Wozniak, Garrison Carlos, Austin Wilson, Gretchen Brown, Cliff Schmiesing. [doi]
• HIPAA Safe Harbor (HuSH) Common Data Models for EducationSofia Z. Dard, James Champion, Robert L. Bradford, Adam M. Lee, Emily R. Pfaff. [doi]
• Multi-center implementation and evaluation of a custom clinical decision support model to reduce false sepsis alerts in the Emergency DepartmentSophia Bessias, Anitra Lynch, Stacy Cobb, Gary Gartner, Ryan Kelly, Charul Haugan. [doi]
• A Pilot Study of Automated Approaches to Translate Health Illiterate LanguageRenuk DeAlmeida, Dinuk DeAlmeida, Sreekanth Sreekumar, Yanshan Wang. [doi]
• Cohort Identification from Free-Text Clinical Notes Using SNOMED CT's Hierarchical Semantic RelationsEun Suk Chang, Javed Mostafa. [doi]
• Designing and Evaluating a Curriculum to Prepare Graduate Medical Education Trainees to Interrogate Real-World Data at the Point-of-CareJulian Z. Genkins, Saurabh Gombar. [doi]
• Real-Time Performance Measure Driven Suicide Prevention Care Monitoring and Care Delivery Enhancement in the U.S. Department of Veterans AffairsDavid V. LaBorde, Christina Alvaro, Kassi Goodman. [doi]
• Ctrl-C: A Cross-Sectional Study of the EHR Usage Patterns of US Oncology CliniciansSumi Sinha, A Jay Holmgren, Julian Hong, Lisa S. Rotenstein. [doi]
• Exploring Risk Factors in Suicidal Ideation and Attempt Concept Cooccurrence NetworksKevin J. Krause, John Shelley, Robert Becker, Colin Walsh. [doi]
• Computer Aided Documentation: Better Than DictationJakub Furmaga, Jonathan Reeder, Robert W. Turer, Bhaskar Thakur, Christoph U. Lehmann, Ellen O'Connell, Samuel A. McDonald. [doi]
• Challenges Faced by Women in Informatics: Can We Fix It?Karmen S. Williams, Tiffany I. Leung, Deepti Pandita, Arlene E. Chung. [doi]
• Systematic Review of Mobile Integrated Health interventions to facilitate telehealth usage among older adultsMelani Ellison, Jamie Abudu-Solo, Meghan Reading Turchioe, Nathan Louras, Leah Shafran Topaz, Erik Blutinger, Christina McGinnis, Brock Daniels, Ruth Masterson Creber. [doi]
• Identifying Diagnostic Opportunities Using Clinical TrajectoriesJejo D. Koola, David Laub, Shamim Nemati, Robert El-Kareh. [doi]
• Pandemic Telemedicine Adoption Trends in a Predominantly Rural Integrated Health SystemDavid K. Vawdrey, David Fletcher, Tejal Raichura, Ryan Muldowney, Karen Murphy, Eric S. Hall. [doi]
• Automated Identification of Missing IS-A Relations in the Human Phenotype OntologyMaryamsadat Mohtashamian, Ran Hu, Rashmie Abeysinghe, Xubing Hao, Hua Xu 0001, Licong Cui. [doi]
• Exploration of Disease Pathways Using Simple Graph Comparison MethodsMikhail Kovalenko, Mihail Popescu. [doi]
• Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditionsDaniel E. Platt, Aritra Bose, Chaya Levovitz, Kahn Rhrissorrakrai, Laxmi Parida. [doi]
• Emergency Severity Index Scores Have Different Emergency Department Length of StaysStephanie O. Frisch, Holli DeVon, Jessica Zegre-Hemsey, Harry Hochheiser, Ervin Sejdic. [doi]
• Comprehensive Evaluation of Health Impact of an ML-Based CDS Solution Integrated with Remote Device: Protocol for RCT in Children with AsthmaLynnea Myers, Shauna M. Overgaard, Tracey Brereton, Jason Greenwood, Lu Zheng, Joshua Ohde, Matthew Spiten, Kathy Ihrke, Kevin Peterson, Ashwani Khurana, Euijung Ryu, Madison Roy, Chung-Il Wi, Bjorn Nordlund, Young J. Juhn. [doi]
• geoPIPE: Geospatial Pipeline for Enhancing Open Data for Substance Use Disorders ResearchDaniel R. Harris, Nick Anthony, Mojde Mir, Chris Delcher. [doi]
• Identifying Patients from Sentences: A Label-to-Label Classification Model to Predict Who May Benefit from Pulmonary RehabilitationJacob A. Martin, Arnab Chowdhury, Gary E. Weissman. [doi]
• Improving the Performance of Large Language Models by Domain-Specific Pre-Training on Clinical DocumentsBryan D. Steitz, Charreau Bell, Jesse Spencer-Smith, Adam Wright. [doi]
• Towards Equitable Enrollment into a Clinical Trial of a Digital Health Intervention using Multi-Pronged Recruitment StrategySavanna Plombon, Robert S. Rudin, Jorge Sulca Flores, Gillian Goolkasian, Dinah Foer, Jorge A. Rodriguez, Anuj Dalal. [doi]
• Feasibility of Linking Area Deprivation Index Data to the OMOP Common Data ModelXinzhuo Jiang, Maura Beaton, Jake Gillberg, Andrew Williams, Karthik Natarajan. [doi]
• Advancing Public Health Equity: A Proposed Framework across AI WorkflowsMicaela Siraj, Jacob Zelko, Elizabeth Shivers, Alexandra Trani, Charity A. Hilton, Scott Lee, Travis Hoppe, Juliana Cyril, Jon Duke. [doi]
• Evaluation of Vital Sign Concept Sets within N3CVictor Castano Iraheta, Jennifer Withall, Jeremy Harper, Salvatore Crusco, Gregory Alexander, Fang Liu, Sarah Rossetti, Kenrick Cato. [doi]
• User-Centered Design and Agile Development of a Clinical Competency Assessment Dashboard for Internal Medicine ResidentsScott Vennemeyer, Danny T. Y. Wu, Andy Gao, Siyi Zhu, M. Des, Michelle I. Knopp, Eric Warm. [doi]
• Applying Natural Language Processing to Medical Examiner NotesShamsi Daneshvari Berry, Heather J. Edgar, Theresa McGoff. [doi]
• Opioid Tapering Application Pilot: Strategies, Facilitators, and Barriers to Implementation of a Clinical Decision Support Solution for Chronic Pain ManagementRobin Littlejohn, Kristen E. Miller, Sadaf Kazi, Christopher Washington, Zach McGill, Doug DeBold, Emma Eikermann, Shrey Mathur, Joseph Blumenthal, Shrenikkumar Shah, Christopher Bonk, Ronald E. Romero Barrientos, Aaron Z. Hettinger, Roland E. Gamache. [doi]
• A Comprehensive List of Critical Needs in Emerging Trends in Health ITJulia Sheehan, Sadaf Kazi, Tracy Kim, Ronald E. Romero Barrientos, Raliat Igwe, Kristen E. Miller. [doi]
• Maximizing Interoperability, Enriching EHR Data: Transforming HL7 FHIR Data to RDF Using the FHIR RDF PlaygroundJames Champion, Eric Prud'hommeaux, David Booth, Gaurav Vaidya, James P. Balhoff, Deepak K. Sharma, Guoqian Jiang, Emily R. Pfaff. [doi]
• Exploring COVID-19 outreach strategies to promote vaccine equity: Lessons for healthcare systemsSerena Jinchen Xie, Nicholas Mah, Andrea L. Hartzler. [doi]
• Real-World Data at the Point-of-Care: Exploring Education Needs Across All StakeholdersJulian Genkins, Dev Dash, Lillian Sung, Saurabh Gombar, Alison Callahan. [doi]
• Training a Transferrable Clinical Language Model from 75 million NotesMadhumita Sushil, Dana Ludwig, Atul J. Butte, Vivek A. Rudrapatna. [doi]
• The Application of Motivational Communication Principles from Advertising to Best Practice Advisory (BPA) Design May Improve User ComplianceKatie Burhop, Tatyan Clarke, Kathleen Lux, Bhavik Patel. [doi]
• Temporal Cohort LogicGuo-Qiang Zhang 0001, Xiaojin Li, Yan Huang, Licong Cui. [doi]
• AI-based Sepsis prediction in Surgical Practice; Lessons learnt from Model DevelopmentNehal Hassan, Robert Slight, Daniel Weiand, Graham Morgan, Akke Vellinga, Hazem Mamdouh, Sarah P. Slight. [doi]
• "Data Donation" or "Data Sharing"? A Scoping Review Characterizing Language Use in mHealth Research Involving Person-generated Health DataShanshan Song, Micaela Ashton, Rebecca Yoo, Rob Wright, Debra Mathews, Casey Taylor. [doi]
• Pancreatic cancer risk prediction using recurrent neural network models trained on electronic health records and claims dataLaila Rasmy, Peter Beshara, Bijun S. Kannadath, Degui Zhi. [doi]
• Machine learning and natural language processing for classifying infant feeding status from clinical notesDominick J. Lemas, Braeden Lewis, Simon Frank, Lauren Wright, Marina Magalhães, Ke Xu, Xinsong Du, Leslie Parker, Joy Elensi, Lindsay Thompson, William Hogan, Modave Francois. [doi]
• Identifying Barriers to Post-Acute Care Referral and Characterizing Negative Patient Preferences Among Hospitalized Older Adults Using Natural Language ProcessingErin E. Kennedy, Anahita Davoudi, Sy Hwang, Ryan J. Urbanowicz, Philip Freda, Kathy Bowles, Danielle L. Mowery. [doi]
• Assessing the Robustness and Internal Consistency of the Pooled Cohort EquationsUri Kartoun, Shaan Khurshid, BC Kwon, Aniruddh P. Patel, Akl Fahed, Puneet Batra, Anthony Philippakis, Steven A. Lubitz, Amit V. Khera, Patrick Ellinor, Vibha Anand, Kenney Ng. [doi]
• Improving the Coverage of Food Allergy in Clinical TerminologiesMark Wlodarski, Shruti Sehgal, Firas H. Wehbe, Lucy Bilaver, Justin Starren, Ruchi Gupta. [doi]
• Tablet Distribution to Veterans: An Opportunity to Increase Portal Adoption and UseAshley C. Griffin, Lara K. Troszak, James Van Campen, Amanda M. Midboe, Donna M. Zulman. [doi]
• Virtual Visits in Pediatric Orthopaedic Conditions: An Evaluation of Patient Satisfaction and Areas of Improvement Compared to In-Person VisitsAhmed K. Emara, Assem Sultan, Dominic King, Jonathan Schaffer, Xuankang Pan, Thomas Kuivila, Ryan Goodwin. [doi]
• Linking Informatics and Innovative Nursing Leader TrainingRhonda Schoville, Yun Jiang. [doi]
• Machine Learning Application of Long-term Antidepressants Prescribing Prediction Using Electronic Health Record DataKhuder Alaboud, Abu Saleh Mohammad Mosa, Md Kamruz Zaman Rana, Gillian Bartlett-Esquilan. [doi]
• Browser-based Infographic Tailoring Self-service Interface (BITSI)Adriana Arcia, Daniel Chen, Katherine South. [doi]
• DeepPhe: Natural Language Processing Tools for Cancer Research and SurveillanceHarry Hochheiser, Sean Finan, Zhou Yuan, John Levander, Eric B. Durbin, Isaac Hands, Ramakanth Kavuluru, Jeremy L. Warner, Guergana Savova. [doi]
• Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary CareAnia Syrowatka, Lipika Samal, John Laurentiev, Luwei Liu, Azza Omer, Wenyu Song, Michael Sainlaire, Frank Yu Chang, Tien Thai, Li Zhou 0007, David Bates, Patricia C. Dykes. [doi]
• Validation of a Smartphone Pupillometer in Healthy SubjectsAnthony Maxin, Bernice Gulek, Chungeun Lee, Do Lim, Ilya Buzytsky, Robin Alfiery, Randall Bly, Michael Levitt, Cory Kelly, Lynn Mcgrath. [doi]
• Building Trust in Research Through Information and Intent Transparency with Health InformationSabrina Mangal, Leslie Park, Meghan Reading Turchioe, Jacky Choi, Stephanie Niño de Rivera, Annie C. Myers, Parag Goyal, Lydia Dugdale, Ruth Masterson Creber. [doi]
• High-throughput assessment of genomic outcomes: development and validation of the HI-TAG knowledgebaseJodell E. Linder, Ran Tao, Ni Ketut Wilmayani, Marc S. Williams, Josh F. Peterson. [doi]
• A Multidisciplinary System Design Workshop to Adapt Interoperable Clinical Decision Support Tools for Chronic PainRamzi G. Salloum, Christina Guerrier, Laura Gonzalez Paz, Cara McDonnell, Lori Bilello, Francisco Martinez-Wittinghan, Maria Gutierrez, Ghania Masri, Ross-Jones, Bryn Rhodes, Laura H. Marcial, Robert W. Hurley, Julie Dilulio, Laura G. Militello, Christopher A. Harle. [doi]
• Blind Inference: An Automated Privacy-Preserving Prediction Service using Secure Multi-Party Computation for Medical ApplicationsGharib Gharibi, Babak Poorebrahim Gilkalaye, Praneeth Vepakomma, Zachi Attia, Riddhiman Das, Suraj Kapa, Ramesh Raskar. [doi]
• Towards a Provider Builder Program Maturity Model to Empower Front-Line Clinicians in EHR DesignWayne H. Liang, Evan Orenstein, Jeffrey Hoffman, Stephon Proctor, Lia McNeely. [doi]
• Concept Drift Detection to Assess the Diffusion of Process Innovations in HealthcareColin McLean, Daniel Capurro. [doi]
• Mapping Clinical Notes to LOINC Document Ontology Using EHR DataShraboni Sarker, Md Kamruz Zaman Rana, Yahia Mohamed, Vasanthi Mandhadi, Xing Song, Abu Saleh Mohammad Mosa, Lemuel R. Waitman, Praveen Rao. [doi]
• Using Time Series Clustering to Segment and Infer Emergency Department Nursing Shifts from Electronic Health Record Log FilesAmanda J. Moy, Kenrick Cato, Jennifer Withall, Nicholas P. Tatonetti, Eugene Kim, Sarah Collins Rossetti. [doi]
• Deep Learning vs Traditional Models for Predicting Hospital Readmission among Patients with DiabetesAmeen Abdel Hai, Mark Weiner, Anuradha Paranjape, Alice Livshits, Jeremiah Brown, Zoran Obradovic, Daniel Rubin. [doi]
• Modifiable Inpatient Cost Variability at a Large Academic Medical CenterKush Gupta, Jason Hom, Ted Ross, Jonathan Masterson, Alexander Chin, Arnold Milstein, Jonathan Chen. [doi]
• Visual Interview Elicitation Using Online Tools in the Context of Dementia: Preliminary Review and RecommendationsAnnie T. Chen, Gauri Nayak, Mary Grace Asirot, Zoey Gray, Anne Turner. [doi]
• Lowering Friction in Digital Health Transformation in Healthcare System: Open-Source Digital Ecosystem FrameworkAbdullah H. Alzeer, Dala Alali, Raghad Alabdullatif, Suleiman Alaqel, Sarah Alkhudair, Mohammed Alnashar, Saad Alhuzami, Hind Alseleahbi, Walaa Alnasser, Fahad Alsaawi, Abdullah Aqeeli. [doi]
• AUTO-PILOT: Development and Validation of a Tool to Extract Structured Data in Interfacility Transfer PaperworkJesse O. Wrenn, Sara Lin, Jin Han, Ruth Reeves, Dax M. Westerman, Michael E. Matheny, Michael Ward. [doi]
• Implementing an Electronic Screening and Data Collection Framework to Tackle Social Determinants of Health across a Hospital NetworkIbraheim Ayub, Wesley Peng, Carol Mayer, Jennifer Nguyen, Priya Radhakrishnan. [doi]
• Electronic Phenotyping to Identify Patients with Acute Coronary SyndromeMasaharu Nakayama, Ryusuke Inoue. [doi]
• Simulants: Synthetic Clinical Trial Data via Subject-Level Privacy-Preserving SynthesisMandis Beigi, Afrah Shafquat, Jason G. Mezey, Jacob Aptekar. [doi]
• Found in Translation: Transforming Rules-Based Diabetes Phenotyping Algorithms into Reproducible Diabetes Cohorts from Real-World DataErin M. Tallon, Mark Clements, Chi-Ren Shyu. [doi]
• Detecting Patterns of Chemotherapy Administration Using Cluster Analysis in Breast Cancer PatientsJulia A. O'Rourke, Jeffrey Warnick, John E. Doole, Jessamine Winer-Jones, Matvey Palchuk. [doi]
• Preferences For Research Data Access and Ethical Implications of Data Sharing Among Older AdultsStephanie Niño de Rivera, Sabrina Mangal, Annie C. Myers, Ruth Masterson Creber, Lydia Dugdale. [doi]
• Delivering Real World Patient Data for Clinical and Translational Research: Approaches from Four InstitutionsChristopher A. Harle, Daniella Meeker, Shyam Visweswaran, Thomas R. Campion Jr., Boyd M. Knosp. [doi]
• Using Topic Modeling to Elicit Insights from the 25x5 Symposium to Reduce Documentation Burden Chat LogsAmanda J. Moy, Jennifer Withall, Mollie Hobensack, Rachel Y. Lee, Deborah Levy, S. Trent Rosenbloom, Sarah Collins Rossetti, Kevin B. Johnson, Kenrick Cato. [doi]
• Training Digital Natives to Transform Healthcare: A Tiered Model for Integrating Health Informatics in Undergraduate Medical EducationAllison J. Hare, Jacqueline Soegaard, Peter E. Gabriel, Srinath Adusumalli, C. William Hanson III. [doi]
• Hacking Mental Health: A Vanderbilt Clinical Informatics Center HackathonElise Russo, Allison B. McCoy, Thomas J. Reese, Cheryl Cobb, Neal Patel, Peter Shave, Adam Wright. [doi]
• Building the Evidence Base for Automating Public Health Surveillance through a Nationwide Medication Safety Surveillance Use CaseAndrew I. Geller, Nadine Shehab, Rick Geimer, Yauheni Solad, Shuai Zheng, Dani Robinson-Holland. [doi]
• Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic ReviewMihui Kim, Sangwoo Park, ChangHwan Kim, Mona Choi. [doi]
• Implicit Provider Bias as Assessed through Explicit Mentions of Pejorative and Laudative Terms in MIMIC-IIIPaul M. Heider, Jihad S. Obeid, Leslie Lenert. [doi]
• Identifying Erroneous Height and Weight Values from Adult Electronic Health RecordsAndrew Guide, Lina Sulieman, Qingxia Chen. [doi]
• Impact of Social Determinants of Health on Improving the LACE Index for 30-Day Unplanned Readmission PredictionAnas Belouali, Haibin Bai, Kanimozhi Raja, Hadi Kharrazi. [doi]
• Understanding Barriers and Facilitators to Resilient Cancer CareMegan E. Salwei, Laurie L. Novak, Timothy Vogus, Leigh Anne Tang, Shilo Anders, Carrie Reale, Kim M. Unertl, Jason Slagle, Joyce M. Harris, Matthew B. Weinger, Daniel J. France. [doi]
• Improving Patient Selection and Prioritization for Hospital at Home Through Predictive ModelingSatyabrata Pati, Gina Thompson, Chritopher Mull, Jacey Fazio, Daniel Allen, Heidi Felix, Margaret Paulson, Rajeev Chaudhry, Gautam Matcha, Michael Maniaci, Charles Burger, Daniel Quest. [doi]
• Assessing Phenotype Definitions for Algorithmic FairnessTony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noemie Elhadad. [doi]
• Designing and Refining A Pain Intensity Information Visualization Scale to Improve Hmong Patient-Provider CommunicationMaichou Lor, Nancy Yang. [doi]
• COVID-19 Chest X-ray Image Clustering and Topic Modeling using Associated PublicationsMegan Mun Li, Tsung-Ting Kuo. [doi]
• Quality Assessment of Functional Status Documentation in EHR Across InstitutionsSunyang Fu, Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Jennifer St. Sauver, Liwei Wang, Jungwei Fan, Hongfang Liu, Sunghwan Sohn. [doi]
• Federated Weak Learning for BiocurationAayush Sharma, Swetabh Pathak, Nilanjan Banerjee. [doi]
• Long-term accuracy of a hybrid model to automate triage for patients with dizzinessSantiago Romero-Brufau, Adam Goulson, Gayla Poling, Devin McCaslin, Scott Eggers, Colin Driscoll, Kalyan S. Pasupathy, Jeffrey Staab. [doi]
• Using EHR Data and Machine Learning Methods to Predict Fall InjuryWenyu Song, Luwei Liu, Hannah Rice, Michael Sainlaire, Lillian Min, Linying Zhang, Tien Thai, Min-Jeoung Kang, Mica Curtin-Bowen, Stuart R. Lipsitz, Lipika Samal, Nancy Latham, Patricia C. Dykes. [doi]
• Enabling Patients to Self-report Demographics as a Foundation for Improving Health EquityShikha Sinha, Heather L. Marney, Raghuveer Puttagunta, Aliasgar Z. Chittalia, David K. Vawdrey. [doi]
• Data-driven automated classification algorithms for acute health conditions: Applying PheNorm to COVID-19 diseaseJoshua C. Smith, Daniel Park, Jill Whitaker Bey, Michael McLemore, Elizabeth Hanchrow, Dax Westerman, Joshua Osmanski, Robert Winter, Arvind Ramaprasan, Ann Kelley, Mary Shea, David J. Cronkite, Saranrat Wittayanukorn, Danijela Stojanovic, Yueqin Zhao, Darren Toh, Kevin B. Johnson, David Aronoff, David Carrell. [doi]
• Mobile apps for suicide prevention: Developing an evidence-based framework for essential featuresLydia Sequeira, Jessica Kemp, Iman Kassam, David Wiljer, John Strauss, Gillian Strudwick. [doi]
• Perceptions of Dietary Restrictions in Patients with Heart FailureChioma I. Ndukwe, Haleh Vatani, Barbara Di Eugenio, Richard Cameron, Andrew D. Boyd. [doi]
• Phenotyping in distributed data networks: selecting the right codes for the right patientsAnna Ostropolets, Patrick Ryan, George Hripcsak. [doi]
• Deep Learning-based Rare Disease Patient Classification Using PhenotypesYoungjun Kim, Yunchen Yang, Timmy O'Connell, Meng Ma, Xiang Zhou, Rong Chen. [doi]
• Comparison of Charlson Comorbidity Index to Laboratory results-based Scores for Mortality PredictionGaurav N. Shetty, Henry Philofsky, Biplab Sudhin Bhattacharya, David K. Vawdrey, Abdul A. Tariq. [doi]
• Hierarchy-aware Adverse Reaction Embeddings for Signal DetectionVenkata Joopudi, Bharath Dandala, Ching-Huei Tsou, Jennifer J. Liang. [doi]
• Humans vs Machines: Who Decides?Grace Terrell, William Hammond, Genie McPeek Hinz. [doi]
• Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons LearnedAllison B. McCoy, Swaminathan Kandaswamy, Juan D. Chaparro, Sean Hernandez, Evan Orenstein. [doi]
• Assessing the Readability of Patient Education Materials in Obstetrics and GynecologyTripura M. Vithala, Anunita Nattam, Danny T. Y. Wu. [doi]
• Improving Biomedical Informatics Graduate Student Recruitment through a Structured Undergraduate Summer Internship Team-Based ExperienceShun Ahmed, Yanwei Li, Jiayi Wu, Xiaohan Liu, Yuxin Huang, Travis Osterman. [doi]
• Symptom Phenotypes and Predictors of Unrelieved Symptoms in Individuals with Chronic Conditions: A Cross-sectional Analysis of the All of Us Research Program Survey DataTheresa A. Koleck, Susan Grayson, Katelyn Leggio, Alex Conway, Caitlin N. Dreisbach. [doi]
• A Novel Zero-shot Learning Framework for Clinical Text ClassificationSonish Sivarajkumar, Yanshan Wang. [doi]
• Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and HospitalizationsSena Chae, Jiyoun Song, Yolanda Barrón, Kathy Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz. [doi]
• Information Blocking Rule Adherence: Implementation, Special Considerations, and Monitoring in Two Large Baltimore Area Healthcare SystemsHoward Philip Levy, Krishnaj Gourab, Sara Evans, Neil Siegel. [doi]
• Returning Study Results to Research Participants: Data Access, Format, and Sharing PreferencesStephanie Niño de Rivera, Sabrina Mangal, Annie C. Myers, Meghan Reading Turchioe, Ruth Masterson Creber. [doi]
• Modeling a Cancer Symptom Control Domain Using HL7 FHIR: Applicability of the Minimal Common Oncology Data Elements (mCODE)Nan Huo, Yue Yu, Nansu Zong, Andrea Cheville, Claude Nanjo, Eric Prud'hommeaux, Deirdre Pachman, Guohui Xiao 0001, Emily R. Pfaff, Christopher G. Chute, Guoqian Jiang, Kathryn J. Ruddy. [doi]
• Literature Knowledge Graphs for Risk Modeling: a use case on DiabetesJoao H. Bettencourt-Silva, Natalia Mulligan, Francesca Bonin, Pierpaolo Tommasi, Alessandra Pascale, Vanessa López. [doi]
• Machine Learning Approach to Stratify Breast Cancer Subtypes and Identify Potential BiomarkersJulie Karam, Ece Uzun. [doi]
• DR-VIDAL - Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect EstimationShantanu Ghosh, Zheng Feng, Jiang Bian 0001, Kevin Butler, Mattia C. F. Prosperi. [doi]
• Better PROSPECT for cancer care: Supporting the generation and delivery of knowledge for decision making at tumor boards with the Precision Oncology System for Prediction, Engineering, and Clinical Translation (PROSPECT)Austin D. Vo, Danne C. Elbers, Theodore C. Feldman, Paul Marcantonio, Anahit Aleksanyan, Nhan Vo, Feng-Chi Sung, Svitlana Dipietro, Arkadiy Dolgin, Rupali Dhond, Mary Brophy, Nathanael Fillmore, David Kaplan, Nhan V. Do. [doi]
• Establishing Trust in Pharmaceutical Data with an Independent Verification and Validation MethodologyKeith E. Campbell, Taima Gomez, Elizabeth D. Korte, Raja A. Cholan, Robert Rehwoldt, Andrew K. Sills, Christine Spisla, Traci Hindman Robinson, Philip Meacham, Alicia Bracco, Peyton Marion, Stephen Powell, Diane Montella, Steven H. Brown. [doi]
• Machine Learning Modeling to Support Cardio-Oncology Medical PracticeSamer Al-Droubi, Karl Kochendorfer, Marianna Krive, Michal Laufer Perl, Dan Gilon, Javid Moslehi, Christopher Gans, Joshua Arnold, Tochukwu Okwuosa, Eiman Jahangir, Jacob Krive. [doi]
• Impacts of Eligibility Criteria on Trial Participants' Age in Alzheimer's Disease Clinical TrialsAokun Chen, Qian Li, Xing He, Michael Jaffee, William R. Hogan, Fei Wang, Yi Guo 0005, Jiang Bian 0001. [doi]
• Developing a Competency Based Curriculum for Health InformaticsSue S. Feldman. [doi]
• Patient Experiences with a Technology-Facilitated N-of-1 Clinical Trial for Shared Decision-Making about Beta-Blocker Medication UsageSabrina Mangal, Maryam Hyder, Hannah Curtis, Kate Zarzuela, Mahad Musse, Christina Ramasami, Monika M. Safford, Mark Lachs, Parag Goyal. [doi]
• Incomplete Smoking History Data Leads to Unknown Lung Cancer Screening Eligibility Status, and a Potential SolutionLauren Hatcher, Allison B. McCoy, Hannah Marmor, Landon Fike, Kim Sandler. [doi]
• 21st Century Cures Act Information Sharing with Patients in Behavioral Health SettingsNicole M. Benson, Pamela Hoffman, Rabindra Tambyraja, Alisa B. Busch, Todd Peters. [doi]
• An Unsupervised Cluster Analysis of Post-COVID-19 Mental Health Outcomes and Associated ComorbiditiesKatherine A. Brown, Indra Neil Sarkar, Karen Crowley, Dilum P. Aluthge, Elizabeth S. Chen. [doi]
• Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validationsQingyu Chen 0001, Tiarnan D. Keenan, Elvira Agrón, Amr S. Elsawy, Emily Y. Chew, Zhiyong Lu. [doi]
• Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug RepurposingYan Cheng, Ali Ahmed, Edward Zamrini, YiJun Shao, Qing Zeng-Treitler. [doi]
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• Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. TweetsYawen Guo, Jun Zhu, Yicong Huang 0002, Lu He, Changyang He, Chen Li 0001, Kai Zheng 0002. [doi]
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• Examining Stakeholder Perspectives on the Development, Implementation, and Measurement of Clinical Decision Support-Based Interventions for Shared Decision-MakingMaya T. Gerstein, Alaina Fournier, Edwin A. Lomotan, Mary Nix. [doi]
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• Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP ValueRedoan Rahman, Jooyeong Kang, Justin F. Rousseau, Ying Ding 0001. [doi]
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• A Data-Driven Pipeline to Discover Treatment Variations and the Associated Contributing Factors Balanced with Optimal GranularityHao Fan, Kian Huat Lim, Po-Yin Yen. [doi]
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• Methodological information extraction from randomized controlled trial publications: a pilot studyLinh K. Hoang, Yingjun Guan, Halil Kilicoglu. [doi]
• Utilizing the Electronic Health Record to Minimize Inpatient Sleep DisruptionsBrianna Glover, Nicole Hames, Anthony Cooley, Christy Bryant, Evan Orenstein, Swaminathan Kandaswamy. [doi]
• An Effective EHR Order Set Review Process at an Academic Medical CenterHyo Jung Hong, Cliff Schmiesing. [doi]
• Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19Samuel R. Jean-Baptiste, Ha Pham, Allison B. McCoy, Adam Wright, Eric Shinohara. [doi]
• Analysis of Oral Microbiome to Identify Biomarkers of Oral MucositisJessica M. Zielinski, Pat Corby, Alexander Aleskeyenko. [doi]
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• Developing and Evaluating a Diversity, Equity, and Inclusion Storytelling Model in Data Courses in an Academic Electronic Health RecordGrace Gao. [doi]
• A Representativeness-informed Model for Research Record Selection from Electronic Medical Record SystemsVictor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin. [doi]
• Applying Design Thinking to Raising Awareness of Infant Mortality: A Case Study of Rural Communities in IndianaKuo-Ting Tim Huang, Sneha Anil Kumar Vaidhyam. [doi]
• Fueling Diagnostic Performance Feedback: Development of an Online National Repository of Clinical Informatics ToolsBenjamin I. Rosner, Grace Krueger, Glenn Rosenbluth, Andrew Auerbach, Julia Adler-Milstein. [doi]
• Developing and Mapping Pediatric Phecodes (Phecode-Peds)Monika E. Grabowska, Sara L. Van Driest, Patrick Wu, Wei-Qi Wei. [doi]
• Disparities in Patient Access to Electronic Health Information: The Role of Providers as Gatekeepers to Patient PortalsChelsea Richwine, Christian Johnson, Vaishali Patel. [doi]
• Streamlined Paper to Digital Survey Scanning and Answer Recognition Using Optical Mark Recognition and REDCapCody Johnson, Alex Cheng, Rhonda Kost. [doi]
• Validating Readability Measures on Online Health Information: A Preliminary Systematic Scoping ReviewAnunita Nattam, Danny T. Y. Wu. [doi]
• Classifying Infection Risk Following Pediatric Cardiac SurgeryKaitlin C. Williamson, Daniel Fabbri. [doi]
• The Future is Now: Enabling Greater Post-Acute Care Interoperability (PACIO Project Update)Maria D. Moen, Lynda Hoeksema, Lorraine Wickiser, Matt Elrod, Chris Pugliese, Jessica Skopac. [doi]
• The Impact of Geoeconomics and Health Literacy on Telehealth SuccessSarah H. Brown, Michelle Griffith, Allison B. McCoy, Sara N. Horst. [doi]
• Impact of COVID-19 on Career and Family Life for Women in AMIAJoanna Abraham, Margarita Sordo, Duo Helen Wei, Polina V. Kukhareva, Deepti Pandita, Prerna Dua, Imon Banerjee, Donghua Tao. [doi]
• Interoperability Among Hospitals Treating Socioeconomically Disadvantaged PatientsJordan Everson, Vaishali Patel, Andrew W. Bazemore, Robert L. Phillips. [doi]
• Use and Potential Impact of an Antibiogram-Customized Antibiotic Selection App Deployed as Part of a National Quality Improvement (QI) ProjectEllen K. Kerns, Russell J. McCulloh. [doi]
• Comparing Effect Sizes in Covid Positive Phenomic ProfilesAriel Williams, David J. Schlueter, Jacob Keaton, Tracey Ferrara, Onajia Stubblefield, Kyle Webb, Slavina Goleva, Jian Dai, Chenjie Zeng, Huan Mo, Thomas Cassini, Joshua Denny. [doi]
• Impact of COVID-19 on Infection Control in a Small Independent HospitalPoli Debi, David R. Kaufman, Yalini Senathirajah, Elizabeth M. Borycki, André Kushniruk, Kenrick Cato, Pia Daniel, Patricia Roblin, Bonnie Arquilla. [doi]
• Reddit Caregiver Support Forums: NLP and Visualization for Digestion of Complex ThemesCatherine C. Shoults, Michael Rutherford, Aaron S. Kemp, Merideth Addicott, Aliza Brown, Carolyn Greene, Corey J. Hayes, Jennifer Gan, Linda Larson-Prior, Jonathan P. Bona. [doi]
• Using Reddit to detect suicidal ideation from patient emailsMarieke M. van Buchem, Hamza El Mosor, Jean Coquet, Tina Hernandez-Boussard. [doi]
• A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical DataYiJun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler. [doi]
• Collaborative High Reliability Organization (HRO) Initiative in the Veterans Health Information Exchange (VHIE) ProgramSandra Mitchell, Gay Stahr, Todd Turner, Jeffery Anderson, Jonathan R. Nebeker. [doi]
• Formative Evaluation of an SMS-Based Information Service for Maternal Health Program in a Geographically Isolated Area in the PhilippinesAldren B. Gonzales, Marianne Fabian-Charlet, Rommel Bernabe Jr., Maria Lourdes Bacud, Iris Thiele Isip-Tan. [doi]
• Developing a Note Template to Improve the Understanding and Actionability of Clinical Notes for Diabetic PatientsShwetha Bindhu, Danny Wu, Catherine Xu, Tripura Vithala. [doi]
• Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting PoliciesJames Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin. [doi]
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• Gleaning Prediabetic Risk and Associated Factors from Homecare Nursing Notes Using Natural Language ProcessingAeri Kim, Eunjoo Jeon, Hana Lee, Hyunsook Heo, Jisoo Lee, Kyungmi Woo. [doi]
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• CAMP FHIR: Clinical Asset Mapping Program for FHIRJames Champion, Paul Kovach, Asiyah Ahmad, Anna Jojic, Buck Bohac, Adam M. Lee, Patrick Conway, Emily R. Pfaff. [doi]
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• Unsupervised Learning to Profile Measles Outbreak Risk for US CountiesBoshu Ru, Stephanie Kujawski, Amar Das, Nelson Afanador, Richard Baumgartner, Manjiri Pawaskar. [doi]
• Pain and opioid research evidence base: NIH Heal CDEsKatherine A. Sward, Jia-Wen Guo, William Hull. [doi]
• Utilization of Electronic Health Record Gender Demographic Fields: A Metadata AnalysisDinah Foer, Vi Nguyen, Li Zhou, David W. Bates, David Rubins. [doi]
• Entity Anchored ICD CodingJay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade. [doi]
• Coding Disparity and Specificity during Emergency Department Visits after Transitioning to the Tenth Version of the International Classification of DiseasesMichael A. Grasso, Zachary Dezman, David Jerrard. [doi]
• Empowering Patients to Address Diabetes Care Gaps: Usability Study of a Novel Patient Portal InterventionWilliam Martinez, Jared Cobb, Sapna Gangaputra, Amber J. Hackstadt, Lindsay Mayberry, Lyndsay Nelson, Neeraja Peterson, S. Trent Rosenbloom, Zhihong Yu, Tom Elasy. [doi]
• What gives? Changes in note composition as physicians shorten notesNate C. Apathy, Allison Hare, Sarah Fendrich, Dori A. Cross. [doi]
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• The role of individual-level socioeconomic status on bias of machine learning algorithmEuijung Ryu, Katherine S. King, Sunghwan Sohn, Chung-Il Wi, Momin M. Malik, Richard R. Sharp, John D. Halamka, Young J. Juhn. [doi]
• Combining Transfer Learning with Graph Attention Models for HIV Risk PredictionEvan Yu, Cui Tao, Jingcheng Du, Degui Zhi, Yang Xiang 0003, Kayo Fujimoto, Xi Luo, John A. Schneider. [doi]
• Implications of Data As a Public Good: Charting a Path Toward Diagnostic ExcellenceCurtis P. Langlotz, Thomas Wang, Tina Hernandez-Boussard, Irene Dankwa-Mullan. [doi]
• Clinical Decision Support Intervention to Improve Nutritional Evaluation Consistency in Pediatric Patients with Feeding TubesDerek M. Ngai, Swetha Kotamraju, Phinga Do, Robin Luffy, Christine Winser-Bean, Jill Rockwell, Lauren Holloway, Victoria Wright, Meghana Sathe, Sarah Barlow. [doi]
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• Feature Selection Based on Subpopulations and Propensity Score Matching: A Coronary Artery Disease Use Case using the UK BiobankUri Kartoun, Paul Myers, Kristen A. Severson, Wangzhi Dai, Kenney Ng, Collin M. Stultz. [doi]
• Opportunities to Improve Forensic Mental Health Care through Digital Health ToolsBrian Lo, Colin Chu, Damian Jankowicz, Sandy Simpson, Tania Tajirian, Treena Wilkie. [doi]
• A Machine Learning Classifier to Prioritize Exome Reanalysis and Improve Rates of Rare Disease DiagnosisAustin A. Antoniou, Robert Schuetz, Bimal Chaudhari. [doi]
• Reproducibility in comparative effectiveness and safety of ACE inhibitors and thiazides for modified monotherapy treatment criteriaTara V. Anand, Marc A. Suchard, George Hripcsak. [doi]
• Sustaining Connections Amidst COVID-19: Implementation of an Inpatient Mental Health Tablet ProgramJulia So Young Kim, Nelson Shen, Iman Kassam, Navi Boparai, Damian Jankowicz, Gillian Strudwick. [doi]
• Using Linked Registry-Electronic Health Records to Examine Long-term Outcomes of Medical DevicesJialin Mao, Michael Matheny, Philip Goodney, Art Sedrakyan. [doi]
• Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI PredictionJonathan M. Beus, Edwin Ray, Sarah Thompson, Ryan Birmingham, Brad Cundiff, Mike Malto, Kevin Duncan, Dileep Gunda, Rishikesan Kamaleswaran, Evan Orenstein. [doi]
• Leveraging Biolink for Interoperability between Semantic ModelsIan R. Braun, Pablo Alarcón Moreno, Emily Hartley, Daniel Olson, Nirupama Benis, Ronald Cornet, Mark D. Wilkinson, Ramona L. Walls. [doi]
• Capturing Concerns about Patient Deterioration in Narrative Documentation in Home HealthcareMollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathy Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz. [doi]
• Successful rollout of a Transfusion DashboardRandy Winstead, Jennifer Andrews. [doi]
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• Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2018-2020)Douglas S. Bell, Kevin M. Baldwin, Elijah J. Bell. [doi]
• Exploring Emergency Medicine Physicians' Information Retrieval Practices: A Pilot StudyElizabeth Umberfield, Katy Stewart, Jordan R. Hill, Titus Schleyer. [doi]
• Predicting Suicide Attempt Risk in Patients with Autism Spectrum DisorderHannah Slater, Jessica Schwartzman, Colin Walsh. [doi]
• Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related MedicationsYining Hua, Hang Jiang, Jie Yang, Shixu Lin, Joseph M. Plasek, David W. Bates, Li Zhou 0007. [doi]
• Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing TasksJoseph M. Plasek, Abigail Salem, Stuart R. Lipsitz, Mary Amato, Dinah Foer, Heba Edrees, Suzanne V. Blackley, Brett R. South, Amol Rajmane, Mario Lorenzo, Paul Felt, Brendan Bull, Gretchen Purcell Jackson, Henry Feldman, David W. Bates, Li Zhou 0007. [doi]
• Improving Cancer Drug Recognition Using Few-shot Transfer LearningWenzhe Yang, Youngjun Kim, Timmy O'Connell, Xiang Zhou, Rong Chen. [doi]
• Effects of Information Presentation Modalities on Antibiotic Reassessment Decision-Making in PICU: A Comparison StudyZehan Li, Jules Bergmann, James C. Fackler, Harold P. Lehmann. [doi]
• Leveraging Clinical Decision Support (CDS) for Reporting COVID-19 AdmissionsVenugopal Mudgundi, Steve Coppola, Jose Alcantara, Balazs Zsenits, John Glynn, Karan Alag. [doi]
• Impact of Patient Access to EHR Notes on Clinician EHR DocumentationA Jay Holmgren, Nate C. Apathy. [doi]
• Reducing Therapeutic Duplication in Inpatient Medication OrdersThomas E. Dawson, Jonathan M. Beus, Swaminathan Kandaswamy, Uwem Umontuen, Denice McNeill, Evan Orenstein. [doi]
• Hidden Tensions in Designing Electronic Health Record Embedded Prompts for Pragmatic Clinical Trials for Weight Maintenance in Primary CareTeresa Taft, Charlene R. Weir, Elizabeth Rudd, Bernadette Kiraly, Michael C. Flynn, Maribel Cedillo, Jessell Zepeda, Polina V. Kukhareva, Molly Conroy, Kensaku Kawamoto. [doi]
• Developing a Data Exploratory Tool to Visualize and Analyze User-corrected Pediatric Weight RecordsShubhra Gupta, Hanniel Shih, Danny Wu. [doi]
• Assessing the Use of a Clinical Decision Support Tool for Pain Care Information in Primary CareNate C. Apathy, Lindsay Sanner, Andrew Cistola, Robert W. Hurley, Meredith Adams, Christopher A. Harle, Olena Mazurenko. [doi]
• Reducing FHIR "Profiliferation": A Data-Driven ApproachMark A. Kramer. [doi]
• C/PAS-BERT: A Novel Attention-Based Deep Learning Approach to Identify and Characterize Cleavage and Polyadenylation SitesVenkata S. Jonnakuti, Zhandong Liu, Hari Krishna Yalamanchili. [doi]
• Disentangling and Characterizing Device Safety Signals and Learning EffectsHenry Ssemaganda, Frederic S. Resnic, Sharon E. Davis, Usha Govindarajulu, Jejo Koola, Jialin Mao, Dax M. Westerman, Theodore Speroff, Craig Ramsay, Art Sedrakyan, Lucila Ohno-Machado, Michael E. Matheny. [doi]
• Extending the Standard REDCap Dictionary Definitions Using REDCapAndrew Niederhausern, Nadia Bahadur, Neil Shah, Fenil Gandhi, Alysha Insinga, Kimberly Chan, Laura Barton, John Philip, Chelsea Nichols. [doi]
• Automated Evaluation of the Search Relevance Capability for Kp.orgYizhao Ni, Ferosh Jacob, Priya Gopi Achuthan, Hui Wu, Faizan Javed. [doi]
• Lessons Learned from the First 1, 000: Building the Base to Reach a Diverse Cohort of 100, 000 Participants in a Population Wide Genomic Screening ProgramCaitlin G. Allen, Daniel Judge, Elissa Levin, Katherine Sterba, Kelly J. Hunt, Paula S. Ramos, Sam Gallegos, Cathy Melvin, Karen Wager, Ken Catchpole, Catherine Clinton, Marvella E. Ford, Lori McMahon, Leslie Lenert. [doi]
• Physicians' Electronic Health Record Use Styles and Patient ExperienceAndrew Cooper, Jeffrey A. Linder, David Burstein. [doi]
• The Feasibility of Wearable Digital Technologies by Individuals with Cognitive ImpairmentSarah Wilson, Riona Mc Ardle, Clare L. Tolley, Sarah P. Slight. [doi]
• Implementing the ACTIVATE Digital Health Platform in Rural and Underserved Communities: A Mixed Methods, Multi-site Case StudyMelissa A. Bruno, Scott McGrath, Katherine K. Kim. [doi]
• Variation in Use of Electronic Health Records within and Across OrganizationsDori A. Cross, Nate C. Apathy, A Jay Holmgren. [doi]
• Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical TextAnoop Mayampurath, Kyle A. Carey, Priti Jani, Majid Afshar, Matthew M. Churpek, Dmitriy Dligach. [doi]
• Cost or Revenue Center? How Clinical Informaticists Can Demonstrate Organizational ROI in Academic Medical Centers, Community Health Systems, and IndustryAdam B. Landman, Benjamin I. Rosner, Deepti Pandita, Gretchen Purcell Jackson, Holly Urban. [doi]
• Applying Design Thinking to Develop a Mobile App for Patients with Suicide RiskBengisu Tulu, Soussan Djamasbi, Fatima Varzgani, Rocsoe Garner, Edwin D. Boudreaux, Celine Larkin. [doi]
• A First Step to Uncovering Hidden Symptoms and in Patients with Acute Myeloid Leukemia using Natural Language ProcessingSena Chae, Karen Dunn Lopez, Barbara Rakel. [doi]
• Analyzing Strategies for Containing Avian InfluenzaEva K. Lee, Yifan Liu, Abdelgawad El-Tahawy, Folorunso Fasina. [doi]
• Optimizing Bed Utilization for COVID-19 Patient Flow Protocols in a Behavioral Health Inpatient Facility using Discrete Event SimulationAkiva Blickstein, Jordan Barbour, Eric S. Reich, Biplab Sudhin Bhattacharya. [doi]
• Racial and ethnic differences in hospitals' interoperable exchange capabilities among patients receiving fragmented careYuriy Pylypchuk, Christian Johnson. [doi]
• The Effects of Data Visualization on User Perceptions of a Health ChatbotHa Kyung Kong, Ruijia Zhu, Audrey Lu, Mingao He, Weichao Yuwen. [doi]
• Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care SettingsDaniel Liu, Shengfan Zhang, Maryam Alimohammadi, Feliciani Yu Jr.. [doi]
• Personalized Postoperative Pain Management using Heart Rate Variability: A Case StudyTienhsiung Ku, Hao-Chun Chang, Ming-tse Tsai, Chih-Wei Chiu, Kai-Chieh Yang. [doi]
• When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid DeteriorationSarah A. Thompson, Edwin Ray, Evan Orenstein, Swaminathan Kandaswamy. [doi]
• Usability Testing of a Bilingual Application to Improve HIV-related CareSalvatore G. Volpe, Arin Seidlitz, Evan Wentland, Burak Cetin, Mehmet Kazgan, Suzanne Bakken, Samantha Stonbraker. [doi]
• Embedding a State-Wide Prescription Drug Monitoring Program into the Electronic Health RecordChad M. Hodge, James Hellewell, Ian Ford, Kellyann Nielsen, Philip J. Brewster, Jeffrey Henrie. [doi]
• Optimizing Strategies of Pressure Reactivity Index and Optimal Cerebral Perfusion Pressure Identification for Cerebral Autoregulatory-Guided Clinical Decision SupportJennifer K. Briggs, J. N. Stroh, Tellen Bennett, Soojin Park, David J. Albers, Brandon Foreman. [doi]
• Shared Decision Making Tools Implemented in the EHR: A Scoping ReviewJoni H. Pierce, Jorie M. Butler, Teresa Taft, W. Wayne Richards, Mary M. McFarland, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir. [doi]
• Evaluation of the Epic Risk of Pediatric Asthma Exacerbation Model: A Difference-In-Differences AnalysisAvinash Murugan, Swaminathan Kandaswamy, Edwin Ray, Scott Gillespie, Evan Orenstein. [doi]
• Identifying risk factors of suicide attempts among people with diabetes using LASSO regressionPloypun Narindrarangkura, Patricia Alafaireet, Uzma Z. Khan, Min Soon Kim. [doi]
• How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially ObservedConor K. Corbin, Michael Baiocchi, Jonathan H. Chen. [doi]
• A formative usability evaluation of a health information exchange prototype for use in community pharmaciesKatelyn N. Hettinger, Margie Snyder, Alissa Russ-Jara. [doi]
• Opportunities and challenges to enhance the value and uptake of Chief Nursing Informatics Officer (CNIO) Roles in Canada: A Qualitative StudyGillian Strudwick, Brian Lo, Jessica Kemp, Karim Jessa, Tania Tajirian, Peggy A. White, Lynn M. Nagle. [doi]
• Identifying patient's country of origin with modified spaCy NLP modelsSoraya Fereydooni. [doi]
• Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical NotesJohn Laurentiev, Avery Pullman, Wenyu Song, Ania Syrowatka, Michael Sainlaire, Frank Yu Chang, Luwei Liu, Li Zhou, Patricia C. Dykes. [doi]
• Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solutionFrancesca Manni, Aleksandr Bukharev, Anshul Jain, Shiva Moorthy, Asif Rahman, Anca Bucur. [doi]
• AutoDX: Hospitalist Pilot to Further Reduce Coding QueriesSean Bernstein, Matthew T. Cerasale, Cheng-Kai Kao, Ben Petro. [doi]
• Using EHR to Assess Disparities in Lung Cancer SurvivalWanting Cui, Joseph Finkelstein. [doi]
• Assessing Pandemic Readiness to Promote Equity in Institutional Health ITYalini Senathirajah, David R. Kaufman, Kenrick Cato, Elizabeth M. Borycki, André Kushniruk, Pia Daniel, Bonnie Arqulla, Patricia Roblin. [doi]
• Gaps in Nephrology Referral Care Utilization in Patients at High-Risk of Progression to Kidney FailureSamson Peter, Maggie Wang, Chi D. Chu, Delphine S. Tuot, Arhana Chattopadhyay, Jonathan Chen. [doi]
• Health Information Exchange to Advance Public Health Reporting during the Pandemic and BeyondVaishali Patel, Julia Adler-Milstein, Chelsea Richwine, Sunny C. Lin, Brian E. Dixon. [doi]
• Health Information Technology Usability Methods Leveraged in Africa: A Scoping ReviewKylie K. Dougherty, Mollie Hobensack, Suzanne Bakken. [doi]
• Informatics for Integrating Biology and the Bedside (i2b2) in 2022: Single Sign On and Synthetic DataJeffrey G. Klann, Michael Mendis, Kevin Bui, Griffin M. Weber, Diane Keogh, Shawn N. Murphy. [doi]
• Translating SDTM Terminology and OMOP Vocabularies using the UMLSWilliam T. Roddy, Daniel Olson, Diane Corey, Ian Braun, Terrence McHugh, Emily Hartley, Smith Heavner, Ramona Walls. [doi]
• Defining Long-Covid Profiles for Future Diagnoses Through Extensive Analysis of VA Covid-19 DataSkyler Resendez, Hugo Sebastian Ruiz Ayala, Wilmon McCray, Steven H. Brown, Jonathan Nebeker, Diane Montella, Peter L. Elkin. [doi]
• Evaluation of the Impact of a 90-day Mortality Prediction Model Integrated in the EHR for Advanced Care PlanningLorenzo A. Rossi, Laura Roberts, Mariel Olivares, Amis Christian, Stefanie Mooney, Denise Morse, Finly Zachariah. [doi]
• Automated Identification of Patients with Advanced IllnessRajdeep Brar, Marsha Meytlis, Isabel Friedman, Nicholas Dacosta, Alexander Rimar, Jessica Cohen, Tara Liberman, Jamie Hirsch, Kevin Bock 0002, Michael I. Oppenheim. [doi]
• Healthcare Optimization and Augmented Intelligence by Coupling Simulation & Modeling: An Ideal AI/ML Partnership for a Better Clinical InformaticsVijay Gehlot, Elliot B. Sloane, Dominic King, Nilmini Wickramasinghe, Jonathan L. Schaffer. [doi]
• Harmonizing Units and Quantitative Values in a Nationally-Pooled Electronic Health Record DatasetKatie R. Bradwell, Richard A. Moffitt. [doi]
• More than Algorithms: an Analysis of ML Safety Events Reported to the FDADavid Lyell, Ying Wang 0003, Farah Magrabi. [doi]
• New PK/PD model directly links diabetes drug dose to blood glucose level for personalized careEva K. Lee, Xei Wei, Michael Wright. [doi]
• Using natural language processing to predict oral cancer risk with dental pathology notes¬¬Malvika Pillai, Javed Mostafa, Alexander Tropsha, Amanda Seyerle, Jamie Arguello, Di Wu. [doi]
• A preliminary study evaluating the efficacy of electronic consenting platforms to gather permission for clinical researchSarvesh Sawant, Maria Molloseau, Kapil Chalil Madathil, Jihad S. Obeid. [doi]
• Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data modelsBradley Carlson, Michael Watkins, Mei Li, Brian Furner, Ellen Cohen, Samuel L. Volchenboum. [doi]
• i-GENIS: A Proposed Framework for Developing Individualized Genetic Information Seeking Skills InterventionsJames E. Andrews, Janelle Applequist, Heather L. Ward, Christina Eldredge. [doi]
• Telehealth Use, Care Continuity, and Quality: Diabetes and Hypertension Care in Community Health Centers Before and During the COVID-19 PandemicAaron A. Tierney, Denise Payan, Timothy Brown, Adrián Aguilera, Stephen Shortell, Hector Rodriguez. [doi]
• Emerging Trends in Health Information Technology: Results from a Horizon ScanSadaf Kazi, Tracy Kim, Julia Sheehan, Ronald E. Romero Barrientos, Raliat Igew, Kristen E. Miller. [doi]
• HL7 Fast Healthcare Interoperability Resources (FHIR®) Training at the US National Institutes of HealthHsinyi (Steve) Tsang, Liz Amos, Jason Walonoski, Reece Adamson, Allissa Dillman, Belinda Seto. [doi]
• Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with DementiaJohn Laurentiev, Mufaddal Mahesri, Lily Bessette, Cassandra York, Heidi Zakoul, Su Been Lee, Dae-Hyun Kim, Li Zhou, Joshua Lin. [doi]
• Critical Contingency Plans for Rapid Identification and Intervention for Patients with Unusual Medical ConditionsJulia K. W. Yarahuan, Andrew Capraro. [doi]
• Clinical Reporting: Where Could HL7® FHIR® Lead?Joel Andress, Juliet Rubini, John W. Loonsk, Ahlia Sekkarie, Bryn Rhodes. [doi]
• The Validitron Sandbox: a cloud environment to support prototyping, workflow design and integration testing of data-focused digital health applicationsKit Huckvale, Wendy W. Chapman, Daniel Capurro. [doi]
• Easily develop and deploy CDS Hooks ServicesFrank Pandolfe. [doi]
• Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A BenchmarkingChao Yan 0004, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin. [doi]
• The impact of emotion on physicians' medication errors: A text mining analysis approachAkiko Shibuya, Rie Ichikawa, Yukihiro Maeda, Teruyoshi Hishiki, Yoshiaki Kondo. [doi]
• A Real-Time Perioperative Medication Safety Software PlatformMarin E. Langlieb, Aziz A. Boxwala, Theo Nguyen-Cao, David W. Bates, Karen C. Nanji. [doi]
• Developing a Risk Prediction Model for 30-Day Readmission after Hospitalization from COVID-19Aize Cao, Arielle M. Fisher, Russell Poland, Todd Gary. [doi]
• Self-paced Training Modality to Promote the Use of All of Us Researcher Workbench in Educational and Research SettingsHiral Master, Lina Sulieman, Paul A. Harris, Karthik Natarajan, Robert J. Carroll, Kayla Marginean, Kelsey R. Mayo, Aymone Kouame, Michael Lyons. [doi]
• Deep Representational Clustering for Endotype DiscoveryAmelia J. Averitt, Justin Mower, Nilanjana Banerjee. [doi]
• A Self-Guided Educational Program Based on Informatics Competency Self-AssessmentBrenda Kulhanek, Deborah Lewis. [doi]
• Patient Opening Rates for Open NotesChelsea L. Michael, Jing Wang, Chasity Walters, Gilad J. Kuperman. [doi]
• Future Directions for Patient-Centered Clinical Decision Support: What Have We Learned and Where Do We Go Next?Prashila Dullabh, Rina V. Dhopeshwarkar, Maysoun Freij, Aziz A. Boxwala, James Swiger. [doi]
• Eye-SpatialNet: Spatial Information Extraction from Ophthalmology NotesSurabhi Datta, Tasneem Kaochar, Hio Cheng Lam, Nelly Nwosu, Alice Z. Chuang, Robert M. Feldman, Kirk Roberts. [doi]
• DRRisk: A Web-based tool to Assess the Risk of Diabetic Retinopathy through Machine Learning on Electronic Health RecordsMeghal Gandhi, Lauren Daskivich, Omolola Ogunyemi. [doi]
• Development and Validation of an Adverse Event Surveillance Algorithm for Interventional RadiologyMarva Foster, Mikhail Higgins, Daniel Sturgeon, Kierstin Hederstedt, Rebecca Lamkin, Brian Sullivan, Westyn Branch-Elliman, Hillary J. Mull. [doi]
• Did Congress Get It Right by Prohibiting Information Blocking: The Pros and Cons of Patients Having Unfettered AccessMichael A. Grasso, Andy Gettinger, Eugenia McPeek Hinz, Eric C. Pan, Richard Schreiber. [doi]
• Comprehensive Mapping of Presenting Symptoms in the Emergency Department and Inpatient SettingChristopher R. Wilson, Annie E. Bowles, Hannah Eyre, Scott L. DuVall, Olga V. Patterson. [doi]
• Standardizing Natural Products in Adverse Event Reports with Siamese Recurrent NetworksTanupat Boonchalermvichien, Sanya Bathla Taneja, Sandra Clark Karcher, Richard D. Boyce. [doi]
• Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic WorkflowsQingyu Chen 0001, Tiarnan D. Keenan, Alexis Allot, Sanjeeb Bhandari, Geoff Broadhead, Chantal Cousineau-Krieger, Ellen Davis, William G. Gensheimer, David Grasic, Seema Gupta, Eleni Konstantinou, Tania Lamba, Michele Maiberger, Arnold Oshinsky, Brittany Powell, Boonkit Purt, Soo Shin, Hillary Steifel, Alisa T. Thavikulwat, Keith Wroblewski, Sirisha Koirala, Tom Murickan, Michael F. Chiang, Michelle R. Hribar, Emily Y. Chew, Zhiyong Lu. [doi]
• Development and preliminary validation of metrics to evaluate data-driven clinical research hypothesesXia Jing, Yuchun Zhou, James J. Cimino, Jay Shubrook, Vimla L. Patel, Sonsoles De Lacalle, Chang Liu. [doi]
• Quality evaluation of mHealth technologies for COVID-19 using the Mobile Application Rating Scale (MARS): The Philippine PerspectiveAldren B. Gonzales, Razel Custodio, Marie Carmela Lapitan, Mary Ann Ladia. [doi]
• A Clinical Data Summarization Pipeline for Patients at Risk for Esophageal Adenocarcinoma Undergoing Endoscopic SurveillanceAli Soroush, Courtney J. Diamond, Haley Zylberberg, Julian Abrams, Chunhua Weng. [doi]
• Evolution of Electronic Exchange of Public Health Vaccination Reporting and Queries in COVID-19 context: Minnesota Immunization Information SystemSripriya Rajamani, Maureen Leeds, Naomi Jiter, Aaron Bieringer. [doi]
• Fairly Predicting Graft Failure in Liver Transplant for Organ AssigningSirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu. [doi]
• Complementing ICD Codes with Nurses' Assessment Data Can Improve the Identification of Patients with Hearing and Visual ImpairmentsUrszula Alina Snigurska, Sarah Ser, Mattia C. F. Prosperi, Ragnhildur I. Bjarnadottir, Robert Lucero. [doi]
• Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients Using Electronic Health RecordSicheng Zhou, Rui Zhang, Xinpeng Shen, Chetan Shenoy, Anne H. Blaes, György J. Simon. [doi]
• Provider and Older Patient Responses to Rapid Expansion of Telehealth Care in an Urban Cancer CenterRobin T. Higashi, Bella Etingen, Suzanne Cole, John Mansour, Jessica Lee, Timothy P. Hogan. [doi]
• Developing and Evaluation of Computational Phenotypes of Metastatic Breast Cancer Using All of Us DataChenyu Li, Israel Dilan-Pantojas, Shyam Visweswaran, Michael J. Becich, Xia Jiang, Richard D. Boyce. [doi]
• Using deep learning to incorporate longitudinal health factors into 10-year atherosclerotic cardiovascular disease (ASCVD) risk prediction in the Lifetime Risk Pooled Project (LRPP)Jingzhi Yu, Xiaoyun Yang, Amy Krefman, Hongyan Ning, Lucia Petito, Lihui Zhao, Norrina Allen. [doi]
• Leveraging the Electronic Health Record to Increase Sleep-Friendly Medication Schedules in the Inpatient SettingLauren Eisner, Sullafa Kadura, Nicole Willnow, Jennifer Lin, Alexander Poulakis, Oskar Wielgus, Ian Smith. [doi]
• Enhancing Value Set Maintenance for Transferring Harmonized Laboratory Data from Health Care Institutions to RegistriesSara Armson, Laura Marcial, Jacqueline Bagwell, Daniel J. Vreeman. [doi]
• Reflections on Bachelor?s Education in Health InformaticsSaif Khairat, Josette Jones, Sue S. Feldman, Charlie Harp. [doi]
• Assessment of Ownership of Smart Devices and the Acceptability of Digital Health Data Sharing among Duke PatientsMd. Mobashir Hasan Shandhi, Natasha Janson, Geetika Singh, Baiying Lu, Jennifer Maddocks, Jessilyn Dunn. [doi]
• Validation of a Two-year Risk Prediction Model for Undiagnosed Atrial Fibrillation Using National Electronic Health Record DataDanai Aristeridou, Veena Calambur, Britney Mazzetta, Carmine Colavecchia, Saira Haque, Mohammad Ateya. [doi]
• Toward a Neural Semantic Parsing System for EHR Question AnsweringSarvesh Soni, Kirk Roberts. [doi]
• Federal Initiatives to Increase Access to and Linkage of Longitudinal Data Sets to Enhance Data Capacity for Patient-Centered Outcomes ResearchEmily Madden, Valeria Butler, Carol DeFrances, Raymond J. King, Susan Lumsden. [doi]
• Modeling to Improve Identification of Peripheral Artery Disease Cohorts from Administrative DataPatrick Heindel, Jessica Feliz, Abena Appah-Sampong, Christian Cerecedo-Lopez, Elizabeth Yates, Tanujit Dey, Mohamad Hussain. [doi]
• Technology Will Resolve the Nursing Workforce Shortage Within 5 YearsJudy Murphy, Patricia Sengstack, Sarah Collins Rossetti, Patricia C. Dykes, Susan Hull. [doi]
• The Alcoholic Hepatitis Network Research Data Commons (ARDaC): Design and DevelopmentJing Su, Nanxin Jin, Zuotan Li, Carla Kettler, Bruce Barton, Greg Puetz, Chi Mai Nguyen, Donna McGrath, Yingjie Chen, Baijian Yang, Vijay Shah, Svetlana Radaeva, Samer Gawrieh, Wanzhu Tu. [doi]
• LocalVar: a local variant collection manager to asynchronously detect synonyms, HGVS expression changes, and variant interpretation changes from ClinVarMichael T. Watkins, Wendy Kohlmann, Therese Berry, Neetha Sama, Cathryn Koptiuch, Shawn Rynearson, Karen Eilbeck. [doi]
• Launch of an Interdisciplinary Health Informatics Concentration within a Bachelor of Science of Information Science Program: Lessons Learned and Future DirectionsChristina Eldredge, James E. Andrews, Claudia Cooperman. [doi]
• MedMap: A Concept Mapping Ontology Tool in the Health Sciences ClassroomAndrea M. Krussel, Aditi Gupta, Mary Kalantzis, Philip Payne, Bill Cope. [doi]
• A Full and Approximated Model for Predicting Infection-Related Adverse Events in a Home Health Care PopulationJingjing Shang, Carlin Brickner, Jiyoun Song, David Russell 0003, Margaret McDonald Dawn Dowding. [doi]
• Implementing a Behavioral Health Group Scheduling and Therapy SystemSaeid Pournejati, David Hendricks, Heather Bixby, Sina Madani. [doi]
• Development of a High-Performance Predicting Model for 7-Day Readmissions at a Quaternary Pediatric InstitutionGeoffrey M. Gray, John Morrison, Anthony Sochet, Mohamed A. Rehman, Paola B. Dees, Luis M. Ahumada. [doi]
• Investigating the Interoperable Health App Ecosystem at the Start of the 21st Century Cures ActTera L. Reynolds, Meghna Kaligotla, Kai Zheng 0002. [doi]
• Comparing Caregiving Needs in Asian And White Family Caregivers through a Journaling Exercise Delivered by a Conversational AgentWeichao Yuwen, Jessica Chang, Myra Divina, Xuehong Fan, William R. Kearns, Allysa Denyelle Peredo, Andrea L. Hartzler. [doi]
• Nudging Provider Adoption of Clinical Decision Support: Pilot Study of a Behavioral Economic-Inspired Electronic Health Record ToolSafiya Richardson, Katherine L. Dauber-Decker, Jeffrey Solomon, Pradeep Seelamneni, Dee Luo, Sundas Khan, Douglas P. Barnaby, John Chelico, Guang Qiu, Yan Liu, Shreya Sanghani, Devin M. Mann, Renee Pekmezaris, Thomas G. McGinn, Michael Diefenbach. [doi]
• Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot StudyJiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V. McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz. [doi]
• ADE: an integrated bioinformatics web server for neurodegenerative disease exploration, omics data analysis, and drug discoveryJiannan Liu, Huanmei Wu, Daniel Robertson, Kun Huang, Jie Zhang. [doi]
• Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IVCatherine A. Gao, Plamena Powla, Meghan Hutch, Oluwatosin Akinsola, Yuan Luo 0001. [doi]
• Predicting Prolonged Opioid Use Following Surgery Using Machine Learning: Challenges and OutcomesBehzad Naderalvojoud, Anne A. H. de Hond, Alessandro Shapiro, Jean Coquet, Tina Seto, Tina Hernandez-Boussard. [doi]
• Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist InterventionGirmaw Abebe Tadesse, Megan Marx Delaney, Victor Akinwande, William Ogallo, Claire-Helene Mershon, Katherine Semrau, Skyler Speakman. [doi]
• A methodology of phenotyping ICU patients: high-fidelity, personalized, and interpretable phenotypes estimationYanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Julia Wrobel, Caroline Der Nigoghossian, Tellen D. Bennett, David J. Albers. [doi]
• Understanding mHealth Implementation in the Philippines During the COVID-19 Pandemic: Perspective of Local ExpertsAldren B. Gonzales, Razel Custodio, Marie Carmela M. Lapitan, Mary Ann Ladia. [doi]
• Health Information Technology Adoption and Utilization in Long-Term and Post-Acute Care SettingsRebecca McGavin, Michelle Dougherty. [doi]
• Gaining Purchase on Ventilator-Induced Lung Injury: A Interpretable Approach to Describing Complex System Data via Informed ModelingJ. N. Stroh, Bradford Smith, Peter D. Sottile, George Hripcsak, David J. Albers. [doi]
• Clinical Staff EHR Usability and Satisfaction: Preliminary Results of A Multi-Site, Pre-Post Implementation EvaluationCourtney J. Diamond, Rachel Y. Lee, Jonathan Elias, Haomiao Jia, Erika L. Abramson, Jessica S. Ancker, Susan B. Bostwick, Kenrick Cato, Sarah Collins Rossetti. [doi]
• How to Thrive in AMIA and Beyond: What You Need to Know about Cross-Functional Leadership, Gender Representation, and Career Paths in Biomedical and Health InformaticsPei-Yun S. Hsueh, Jessie Tenenbaum, Tiffany I. Leung, Ashley C. Griffin, Karmen S. Williams. [doi]
• The Impact of Name Transformation on Match Rates Within a Large Consumer DatabaseJonah Leshin, Abel Kho, Arjun Sanghvi, Kavi Ravuri, Matthew Owen. [doi]
• An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain InjuryAmin Nayebi, Sindhu Tipirneni, Brandon Foreman, Chandan K. Reddy, Vignesh Subbian. [doi]
• Assessing the Impact of Social Determinants of Health on Patients with Type II DiabetesXiyu Ding, Akihiko Nishimura, Scott Zeger, Hadi Kharrazi. [doi]
• A Novel Approach to a Capstone Project Course for an Online ProgramHeidi Twedt, Lisa Gillmeister, Jennifer Wrenn. [doi]
• Validating Complex Phenotypes: A Structured Approach for DementiaDavid A. Dorr, Nicole Gray Weiskopf, Michelle Bobo, MJ Dunne, Peijan Han, Jessica Kim, V. G. Vinod Vydiswaran. [doi]
• Role of Telemedicine in Remote Intraoperative Decision SupportJoanna Abraham, Alicia Meng, Benjamin C. Warner, Thaddeus Budelier, Thomas George Kannampallil. [doi]
• A Large-Scale Retrospective Study on Thrombocytopenia Associated with Beta-Lactam AntibioticsAlyssa Chen, Marguerite Monogue, Mujeeb Basit. [doi]
• Knowledge-Driven Online Multimodal Automated Phenotyping SystemMolei Liu, Sara Morini, Xin Xiong, Chuan Hong, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Everett Neil Rush, Yuk-Lam Ho, Kelly Cho, J. Michael Gaziano, Katherine P. Liao, Tianxi Cai, Tianrun Cai. [doi]
• Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure InjuriesBrian J. Douthit, Katherine Bashaw, Kimberly Gerant, Thomas Reese, Adam Wright, Allison B. McCoy. [doi]
• Impact of Changes in CMS E/M Documentation Requirements on Physician EHR UseNatalya Maisel, J. Marc Overhage, Robert Thombley, Kathleen Blake, Christine A. Sinsky, Lindsey E. Carlasare, Julia Adler-Milstein. [doi]
• Development of an Online Training Module on Algorithmic Bias in Health Care for CliniciansBenjamin Collins. [doi]
• Quantitative Assessment on "Freshness" of Hyperlinked Online Resources for COVID-19Meredith Abrams, Dongwen Wang, Yunro Chung, Lisa Armitige. [doi]
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• Work Patterns of Physicians and Advanced Practice Providers Vary Substantially Across Primary Care Versus Other SpecialtiesLisa S. Rotenstein, Nate C. Apathy, Susan Edgman-Levitan, Bruce E. Landon. [doi]
• Yours, Mine, and Ours: Exploring When Your Data Becomes Health DataAmanda L. Purnell, Priya Joshi, Blake Anderson, Cole Zanetti, Helga E. Rippen. [doi]
• Parsable Clinical Trial Eligibility Criteria Representation Using Natural Language ProcessingJeongeun Kim, Mitchell Izower, Yuri Quintana. [doi]