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]
• Creation of a Platform to Support Recruitment of Diverse Populations and Community Engagement for a Population Wide Genomic Screening ProgramCaitlin G. Allen, Leslie Lenert, John Clark. [doi]
• A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality PredictionWeimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen 0012. [doi]
• Impact of Decision Support to Aid Consumers in Health Benefits SelectionMollie McKillop, Karlis Draulis, Rezzan Hekmat, Jane Snowdon. [doi]
• Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary CareJames S. Powers, Shana Rhodes, Allison B. McCoy. [doi]
• MERIT: Minimal SupErvision Through Label Augmentation For Biomedical RelatIon ExTractionSaman Enayati, Slobodan Vucetic. [doi]
• Defining an Ethical Relationship with Artificial Intelligence at a Large Academic Health SystemTeja Ganta, Nicholas Genes, Benjamin S. Glicksberg, Rosamond Rhodes, Robbie Freeman, Bruce Darrow. [doi]
• Keyphrase Identification with a Limited Labeled Dataset Using Deep Active Learning and Domain AdaptationRohan Goli, Nina Hubig, Hua Min, Yang Gong, Dean F. Sittig, David Robinson, Paul G. Biondich, Adam Wright, Christian Nøhr, Tim Law, Arild Faxvaag, Ronald Gimbel, Lior Rennert, Xia Jing. [doi]
• How to Achieve Privacy in Large Diverse Health SystemsGamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton. [doi]
• Developing support for interoperation of research in healthcare equityJames R. Campbell 0001, James Svoboda, Alfred Anzalone, Mary Campbell, Johnelle Sparks, Carol Geary. [doi]
• 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]
• i2b2 Modern UI to Achieve Unified i2b2/SHRINE User ExperienceAnupama Maram, Nick Benik, Griffin M. Weber, Jeffrey G. Klann. [doi]
• Leveraging Semantic Type Dependencies for Medical Named Entity RecognitionLinh Le, Guido Zuccon, Genghong Zhao, Gianluca Demartini, Xia Zhang. [doi]
• The PheRS R package: Phenotype risk score generation and analysis tool using electronic health record dataLayla Aref, Lisa Bastarache, Jake Hughey. [doi]
• Clinical Informatics Educational Requirements in United States ACGME-Accredited Residency ProgramsKevin Yang, Vinod E. Nambudiri. [doi]
• Building Determinants of Health Ontology of Mappable Elements (DHOME)Lauren Cuppy, Tami Crawford, Nikunja Swain, Alexander Alekseyenko. [doi]
• Criteria2Query 2.0: Combining Machine Efficiency and Human Intelligence to Define a More Accurate and Feasible Cohort for Clinical Trial RecruitmentBetina Ross S. Idnay, Yilu Fang, Yingcheng Sun, Hao Liu, Zhehuan Chen, Rebecca Schnall, Chunhua Weng. [doi]
• Blood Order Set Modifications for Safer TransfusionsRandy Winstead, Jennifer Andrews. [doi]
• Leveraging Natural Language Processing and Time Series Models to Analyze COVID-19 Vaccination Sentiment Dynamics from TweetsJiancheng Ye, Jiarui Hai, Zidan Wang, Chumei Wei. [doi]
• Information Gathering in the EHR: Variability in Current Practice, Early Benchmarks, and the Creation of an Audit-Log Based Automated, Scalable Dashboard for Continuous Assessment and LearningBenjamin I. Rosner. [doi]
• Systematic Review of the Quantitative Methods Used to Evaluate the Usability of electronic medication administration records (eMAR) and bar-coded medication administration (BCMA)Zoe M. Pruitt, Sadaf Kazi, Raj Ratwani, Aaron Z. Hettinger. [doi]
• Implementing a Postoperative Checklist: Quality, Safety, and RevenueChetan V. Aher, Laura Schaefer. [doi]
• 25 Years of ELSI in Biomedical and Health InformaticsVignesh Subbian, Melissa D. Clarkson, Carolyn Petersen, Anthony Solomonides, Kenneth W. Goodman. [doi]
• SentenCy: An Open-source Tool for Improving Biomedical Named Entity RecognitionGrant DeLong, Henry Philofsky, James Elmore, Stacey Shriner, Sara Hunt, Casey Cauthorn, Elliot Mitchell, David K. Vawdrey, Abdul Tariq. [doi]
• 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]
• Experiences of care delays and telehealth use during the COVID-19 pandemic among socioeconomically diverse cardiovascular patients and clinicians in an urban hospitalMeghan Reading Turchioe, Jessica S. Ancker, Alexander Volodarskiy, Joshua Vapnik, Sushant Sunkaraneni, David Slotwiner. [doi]
• Tracking In-Basket Messages to Improve Physician Satisfaction & Reduce Burnout , Sentayehu Kassa, M.D Brett Moran, MDSentayehu Kassa, Brett Moran. [doi]
• A Low-Touch High-Impact Digital Health Startup Incubation Model at an Academic InstitutionHyo Jung Hong. [doi]
• Evidence for How Clinicians Manage Drug-Drug Interactions in Clinical Practice and Associated Recommendations for Alert DesignAlissa L. Russ-Jara, Karen J. Arthur, Nervana Elkhadragy, Julie Diiulio, Laura G. Militello, Amanda P. Ifeachor, Peter A. Glassman, Alan J. Zillich, Michael Weiner. [doi]
• A knowledge graph-driven disease-gene prediction system using multi-relational graph convolution networksZhenxiang Gao, Rong Xu, Yiheng Pan, Pingjian Ding. [doi]
• Modernizing Public Health Data: Novel Approaches and Where We Go NextDawn M. Heisey-Grove, Douglas B. Fridsma, Katherine Feldman, Gerry Miller, Anita Samarth. [doi]
• Online education for data science: Opportunities and challengesJeffrey Pennington, Rose Hartman, Ashwini Davison, Ali Shokoufandeh, Joy Payton, Daniel Chen, André Dietrich. [doi]
• Nutri: A Behavioral Science-Based Clinical Decision Support System for Chronic Disease ManagementMarissa Burgermaster, Madalyn Rosenthal, William M. Tierney, Brandon Altillo, Eric Nordquist, Christina Enriquez, Steven Andrews, Caroline Klatt, Grant Daniels. [doi]
• An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay DetectionKatherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic. [doi]
• Leveraging Comprehensive Health Records for Breast Cancer Risk Prediction: A Binational AssessmentMichal Chorev, Vesna Resende Barros, Adam Spiro, Ella Evron, Ella Barkan, Oren Kagan, Mika Amit, Michal Ozery-Flato, Ayelet Akselrod-Ballin, Varda Shalev, Michal Rosen-Zvi, Michal Guindy