Abstract is missing.
- Toward shareable individualized drug interaction alertsSamuel C. Rosko, Philip Hansten, John R. Horn, Daniel C. Malone, Andrew Romero, Richard D. Boyce. [doi]
- Developing and Assessing the Complexity of a Knowledge Base for Extracting Indications from Carotid Ultrasounds for the Veterans Health AdministrationDanielle L. Mowery, Melissa Castine, Erin Madden, Salomeh Keyhani, Wendy Chapman. [doi]
- An Exploration of Latent Structure in Observational Huntington's Disease StudiesSoumya Ghosh, Zhaonan Sun, Ying Li, Yu Cheng, Amrita Mohan, Cristina Sampaio, Jianying Hu. [doi]
- Evolving Pharmacogenomics Test Results and the Burden on Clinical Decision Support Integrated in the Electronic Health RecordPedro J. Caraballo, Jennifer St Sauver, Daniel J. Cronk, Janet E. Olson, John L. Black, Suzette J. Bielinski. [doi]
- Automated Prediction of Hepatic Arterial StenosisJustin J. Baraboo, Deendayal Dinakarpandian, Sherwin Chan. [doi]
- Informed Presence Bias in the Analysis of Electronic Health RecordsBenjamin A. Goldstein, Matthew Phelan, Nrupen Bhavsar. [doi]
- Spatio-temporal Analysis for New York State SPARCS DataXin Chen, Yu Wang, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang. [doi]
- D2Refine: A Platform for Clinical Research Study Data Element Harmonization and StandardizationDeepak K. Sharma, Harold R. Solbrig, Eric Prud'hommeaux, Kathleen Lee, Jyotishman Pathak, Guoqian Jiang. [doi]
- Characterizing the Language of Functioning: A Corpus Analysis Illustrating How Human Function is Described in Clinical TextDenis R. Newman-Griffis, Thanh Thieu, Chunxiao Zhou, Diane Brandt, Jonathan Camacho Maldonado, Julia Porcino, Albert M. Lai, Leighton Chan. [doi]
- Automatic Identification of Substance Abuse Events from Clinical TextMeliha Yetisgen, Lucy Vanderwende. [doi]
- i2b2 on OMOP CDMLori C. Phillips, Christopher D. Herrick, Shawn N. Murphy. [doi]
- Dashboard for Technology Evaluation and Quality Testing using Interactive Visualization (DTEQTIV) for Federated Clinical Data NetworksPralav P. Dessai, Richie Siburian, Fernando J. Sanz-Vidorreta, Robert W. Follett, Ngan Chau, Douglas S. Bell. [doi]
- Using Observational Medical Outcomes Partnership (OMOP) common data model implementation to develop clinical research data delivery infrastructureOksana Gologorskaya, Robert F. Hink, Hasan Bijli, Nelson Lee, Vijay Rayanker, Leslie Yuan, Meyeon Park. [doi]
- Ground Truth Creation for Complex Clinical NLP Tasks - an Iterative Vetting Approach and Lessons LearnedJennifer J. Liang, Ching-Huei Tsou, Murthy V. Devarakonda. [doi]
- Development and Testing of Participant Provided Information Modules for the Precision Medicine InitiativeRobert M. Cronin, Rebecca N. Jerome, Brandy Mapes, Kathryn Goggins, Ken Wallston, Katharine Donato, Mick Couper, Michael R. Elliott, Charles P. Mouton, Kemberlee Bonnet, Ezer Benaim, Jordan Sinclair, Peter Speltz, Elliot M. Fielstein, Jill M. Pulley, Sunil Kripalani, David Schlundt, Joshua C. Denny. [doi]
- Classifying Supplement Use Status in Clinical NotesYadan Fan, Lu He, Serguei V. S. Pakhomov, Genevieve B. Melton, Rui Zhang. [doi]
- Maturity Models for Research IT and Informatics - Reports from the FieldBoyd M. Knosp, William Barnett, Peter J. Embi, Nick Anderson. [doi]
- Incorporating Data Citation in a Biomedical Repository: An Implementation Use CaseSnehil Gupta, Connie Zabarovskaya, Brian Romine, Daniel Vianello, Cynthia Vitale, Leslie McIntosh. [doi]
- A Method for Using Electronic Health Record Data to Predict Admission RiskBrian Wells, Kristin M. Lenoir, Kelly L. Kuykendall, Ajay Dharod. [doi]
- Engage: An Open Source, Automated Clinical Trial Awareness ToolWilliam R. Haslett, Craig Ganoe, Steven B. Andrews, Rebecca Faill. [doi]
- Automated Mapping of Concomitant Medication Verbatims to WHO Drug Dictionary Drug Codes with Naïve Bayes ClassificationAndrew Howland, Philip Beineke, Patricia Allen. [doi]
- Developing Governance Structures for Informatics Approaches to Research RecruitmentMichael Cantor, Peter J. Embi, Allen Hsiao. [doi]
- Retrospective Analysis of EHR and Administrative Data for Drug Repurposing Hypothesis Evaluation in MelanomaKelly Regan, Jihyung Kil, Dongjo Ban, Gregg M. Gascon, Philip R. O. Payne. [doi]
- Collection of Patient Provided Information through a Mobile Device Application for Use in Medical Product Safety SurveillanceZachary G. Wyner, Juliane S. Reynolds, Chayim Herzig-Marx, Shyam Deval, Adam Rauch, Jeffrey Brown, David Martin. [doi]
- Finding Healthy Patients from Electronic Health Records for Research Control SubjectsKate Fultz Hollis, Timothy E. Burdick, Mary Samuels, Peter Beninato. [doi]
- Problem based charting: a method for improving problem list utilization and completenessRon C. Li, Lisa Shieh, Gomathi Krishnan, Daniel Z. Fang, Jonathan H. Chen. [doi]
- Identifying Metastases related Information from Pathology Reports of Lung Cancer PatientsErgin Soysal, Jeremy L. Warner, Joshua C. Denny, Hua Xu. [doi]
- Ethnicity-specific pharmacogenomic clinical decision support in the Genomic Prescribing SystemKeith Danahey, Wenndy Hernandez, Samuel L. Volchenboum, Mark J. Ratain, Minoli Perera, Peter H. O'Donnell. [doi]
- Automatic Liver Cancer Stage Prediction From Free-Text Clinical NotesWen-wai Yim, Sharon W. Kwan, Meliha Yetisgen. [doi]
- Data Fitness-for-Use: A Method to Maximize Utility of Poor-Quality Data?Jeffrey G. Klann, Daniella Meeker, Marc B. Rosenman, Shawn N. Murphy. [doi]
- A Simple Text Mining Approach for Ranking Pairwise Associations in Biomedical ApplicationsFinn Kuusisto, John W. Steill, Zhaobin Kuang, James A. Thomson, David Page, Ron M. Stewart. [doi]
- Correlating Lab Test Results in Clinical Notes with Structured Lab Data: A Case Study in HbA1c and GlucoseSijia Liu 0002, Liwei Wang, Donna M. Ihrke, Vipin Chaudhary, Cui Tao, Chunhua Weng, Hongfang Liu. [doi]
- Quantifying the relative change in physical activity after Total Knee Arthroplasty using accelerometer based measurementsVibhu Agarwal, Mathew Smuck, Nigam Shah. [doi]
- High-Risk Drug-Drug Interactions Between Clinical Practice Guidelines for Management of Chronic ConditionsGeoffrey J. Tso, Samson W. Tu, Mark A. Musen, Mary K. Goldstein. [doi]
- Standardizing clinical diagnoses: impact of alternate terminology selectionEvanette Burrows, Charles Bailey. [doi]
- Reducing Clinical Noise for Body Mass Index Measures Due to Unit and Transcription Errors in the Electronic Health RecordRobert J. Goodloe, Eric Farber-Eger, Jonathan Boston, Dana C. Crawford, William S. Bush. [doi]
- SemanticFind: Locating What You Want in a Patient Record, Not Just What You Ask ForJohn M. Prager, Jennifer J. Liang, Murthy V. Devarakonda. [doi]
- Profiles Research Networking Software: Recent Updates and Future PlansNick Brown, Griffin M. Weber. [doi]
- Using ensembles of NLP engines without a common type system to improve abbreviation disambiguationGregory P. Finley, Benjamin C. Knoll, Hongfang Liu, Hua Xu, Genevieve B. Melton, Serguei V. S. Pakhomov. [doi]
- Mental Health Informatics PanelLeon Rozenblit, Piper Ranallo, David E. Stark, Thomas McCoy, Jessica D. Tenenbaum. [doi]
- Decaying Relevance of Clinical Data when Predicting Future DecisionsMuthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman, Jonathan H. Chen. [doi]
- Feasibility of using multi-site electronic health record laboratory data to assess population-level quality measures of diabetes care in ChicagoKathryn J. Jackson, Elissa Oh, Kathryn Balsley, Marc B. Rosenman, Abel N. Kho, Theresa L. Walunas. [doi]
- Standardized communications of quantitative image analysis results using DICOM: Establishing interoperability through outreach and community engagementAndriy Fedorov, Daniel L. Rubin, David A. Clunie, Steve Pieper, Ron Kikinis. [doi]
- The Design and Implementation of StudyBudget: A Module for Preparing and Tracking Clinical Research Budgets and CostsYulia Bushmanova, Jalpa Patel, Laura Wimbiscus Yoon, Kelsey Marie Richey, Anna Huskin, Matthew Baumann, Paul Friedman, Michael J. Gurley, Samer Sharba, Abby Cosentino-Boehm, Justin Starren, Firas H. Wehbe. [doi]
- Current Challenges in Clinical Research Informatics: A Survey of AMIA Clinical Research Informatics Working Group (CRI-WG)Chunhua Weng, Monika Ahuja, Kate Fultz Hollis, Bernie LaSalle, Shira H. Fischer, Anthony E. Solomonides, Judith R. Logan. [doi]
- How Do Hospital Patients Engage with a Tablet-based Health Portal?Beatriz Ryan, Lisa Grossman, Fernanda Polubriaginof, David K. Vawdrey. [doi]
- Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard ImportanceStéphane M. Meystre, Youngjun Kim, Glenn T. Gobbel, Michael E. Matheny, Andrew Redd, Bruce E. Bray, Jennifer H. Garvin. [doi]
- Strategic Assessment and Planning for the PCORnet Common Data ModelAnia Berchuck, Michael G. Kahn, Shelley A. Rusincovitch, Daniella Meeker, Shawn N. Murphy, Ravi Bhosale, Keith Marsolo, Michael E. Matheny, L. Russell Waitman, Rachel Hess. [doi]
- A Clinical Decision Support System for Monitoring Post-Colonoscopy Patient Follow-Up and SchedulingRoxanne Wadia, Mark A. Shifman, Forrest W. Levin, Luis N. Marenco, Cynthia Brandt, Kei-Hoi Cheung, Tamar H. Taddei, Michael Krauthammer. [doi]
- A Knowledge-based System for Intelligent Support in Pharmacogenomics Evidence Assessment: Ontology-driven Evidence Representation and RetrievalChia-Ju Lee, Beth Devine, Peter Tarczy-Hornoch. [doi]
- An Efficient Service Model for Providing High-Quality, Regulatory-Compliant Research Access to Electronic Health Record DataMarianne Zachariah, Ruby Y. Wan, Amanda L. Do, Robert W. Follett, Theona T. Tacorda, Fernando J. Sanz-Vidorreta, Carina V. Hampp, Douglas S. Bell. [doi]
- Clinical Trials.Gov: A Topical AnalysesVibha Anand, Amos Cahan, Soumya Ghosh. [doi]
- Analyzing Electronic Medical Records to Predict Risk of DIT (Death, Intubation, or Transfer to ICU) in Pediatric Respiratory Failure or Related ConditionsTeeradache Viangteeravat, Oguz Akbilgic, Robert L. Davis. [doi]
- Harmonizing Outcome Measures to Increase the Utility of Patient Registries: A Case Study in Atrial FibrillationElise Berliner, Richard Gliklich. [doi]
- PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical LiteratureJette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh. [doi]
- A Data Capture Framework for Large-scale Interventional Studies with Survey Workflow ManagementShiqiang Tao, Ningzhou Zeng, Xi Wu, Wei Zhu, Xiaojin Li, Licong Cui, G. Q. Zhang. [doi]
- Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple SourcesElizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton. [doi]
- FloMap: A Collaborative Tool for Mapping Local EHR Flowsheet Data to Information ModelsSteven G. Johnson, Lisiane Pruinelli, Beverly Christie, Connie White-Delaney, Grace Gao, Anne LaFlamme, Jung In Park, Suzan G. Sherman, Bonnie L. Westra. [doi]
- Graph-based Clustering of ICD-10 Codes with Alternative Semantic ContextsJung-Wei Fan, Jianrong Li, Yves A. Lussier. [doi]
- A flexible Bayesian nonparametric model for preference-based clustering: toward a Netflix-like collaborative filtering algorithm to improve healthcare decisionsAzza Shoaibi, Brian Neelon, Leslie Lenert. [doi]
- Rapid and Reusable Text Visualization and Exploration Development with DELVEDaniel R. Harris, Ramakanth Kavuluru, Jerzy W. Jaromczyk, Todd R. Johnson. [doi]
- A real-time predictive model for identifying high need, high cost patients for population health managementCraig B. Monsen, Yoni Dvorkis, Sanjukta Pal, Christine Larish. [doi]
- Entity Matching Using Magellan: Matching Drug Reference TablesEric R. LaRose, Jonathan C. Badger, Pradap Konda, AnHai Doan, Peggy L. Peissig. [doi]
- Needs-Driven Data Completeness Dashboard in a Multi-Site Research NetworkJeffrey G. Klann, Vijay A. Raghavan, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- Early Successes with Reference Data Governance at an Academic Medical CenterRajan Chandras, Julia Xu, Swetha Nukala, Christina DaSilva, Jonathan Weider, Martha J. Radford. [doi]
- Combining Kernel and Model Based Learning for HIV Therapy SelectionSonali Parbhoo, Jasmina Bogojeska, Maurizio Zazzi, Volker Roth 0001, Finale Doshi-Velez. [doi]
- Visualizing healthcare system dynamics in biomedical Big DataNick Benik, Katy Börner, Nick Brown, Daniel Halsey, Daniel O'Donnell, Griffin M. Weber. [doi]
- Locally Generated Bayesian Network Prediction of Colorectal Surgical Site InfectionsYangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn. [doi]
- A Study on Phenotyping and Visualizing Black Box Warnings of Antineoplastic Breast Cancer MedicationsDeyu Sun, Gopal Sarda, Steven J. Skube, Anne H. Blaes, Rui Zhang, Genevieve B. Melton. [doi]
- An Evolving Ecosystem for Natural Language Processing in Department of Veterans AffairsJennifer H. Garvin, Megha Kalsy, Cynthia Brandt, Stephen Luther, Guy Divita, Gregorio Coronado, Douglas Redd, Qing Zeng. [doi]
- Automatic Extraction of Social Determinants of Health from Veterans Affairs Clinical Documents using Natural Language ProcessingBrett R. South, Lee M. Christensen, Danielle L. Mowery, Melissa Castine, Marzieh Vali, Marjorie Carter, Mike Conway, Adi V. Gundlapalli, Wendy W. Chapman, Salomeh Keyhani. [doi]
- Triangulating Methodologies from Software, Medicine and Human Factors Industries to Measure Usability and Clinical Efficacy of Medication Data Visualization in an Electronic Health Record SystemBora Chang, Manoj Kanagaraj, Ben Neely, Noa Segall, Erich Huang. [doi]
- Investigating the Coverage of Diseases across Biomedical Research and Clinical OntologiesSatyajeet Raje, Olivier Bodenreider. [doi]
- Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMRAndrew J. King, Harry Hochheiser, Shyam Visweswaran, Gilles Clermont, Gregory F. Cooper. [doi]
- Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study DataZhaonan Sun, Ying Li, Soumya Ghosh, Yu Cheng, Amrita Mohan, Cristina Sampaio, Jianying Hu. [doi]
- A Deeper Exploration of Contagious Risk and the Neighborhood EffectAnoop M. Mayampurath, Dana P. Edelson, Michael D. Howell, Matthew M. Churpek, Samuel L. Volchenboum. [doi]
- Supplementing Electronic Health Records with Census Data to support Clinical Research InformaticsKristin M. Lenoir, Michael Horvath, Brian Ostasiewski, Wendell Futrell, Brian Wells. [doi]
- Making Aggregate Content of ClinicalTrials.gov Freely Available to EveryoneSheri R. Tibbs, Karen Chiswell, Sara Calvert. [doi]
- Evolving Research Data Sharing Networks to Clinical App Sharing NetworksKavishwar B. Wagholikar, Rahul Jain, Eliel Oliveira, Joshua C. Mandel, Jeffrey G. Klann, Ricardo Colas, Prasad Patil, Kuladip Yadav, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- Ethnic and gender disparity in organ transplant clinical trials and electronic health recordsJieming Chen, Sanchita Bhattacharya, Marina Sirota, Minnie M. Sarwal, Atul J. Butte. [doi]
- Usability Testing of a Clinical Document Search Engine for ResearchersGretchen M. Hultman, Reed McEwan, Serguei V. S. Pakhomov, Steven J. Skube, Genevieve B. Melton. [doi]
- Monitoring biomedical literature for post-market safety purposes by analyzing networks of text-based coded informationTaxiarchis Botsis, Matthew Foster, Kory Kreimeyer, Abhishek Pandey, Richard Forshee. [doi]
- Prediction of Organ Space Colorectal Surgical Site Infections Using Prognostic Bayesian NetworksYangmei Zhou, David W. Larson, Elizabeth B. Habermann, James M. Naessens, Hongfang Liu, Sunghwan Sohn. [doi]
- Applying Computed Phenotypes Derived from Electronic Health Records in the Partners HealthCare Biobank Using i2b2Victor M. Castro, Nich Wattanasin, Vivian S. Gainer, Bhaswati Ghosh, Shawn N. Murphy. [doi]
- Extraction of Drug-Drug Interactions from Drug Product Labeling TablesNikola Milosevic, Anay Gupta, Austin Chen, Steven DeMarco, Joshua P. Le, Jodi Schneider, Yifan Ning, Goran Nenadic, Richard D. Boyce. [doi]
- Understanding the gaps between Data Quality Checks and Research Capabilities in a Pediatric Data Research NetworkRitu Khare, Hanieh Razzaghi, Levon Utidjian, Matt Miller, Charles Bailey. [doi]
- Mortality Prognostic Model for Peripheral Arterial DiseaseAdelaide M. Arruda-Olson, Naveed Afzal, Homam Moussa Pacha, Ahmad Said, Bradley Lewis, Christopher Scott, Kent Bailey, Hongfang Liu, Iftikhar J. Kullo. [doi]
- Classifiers for Identifying the Medical Specialty of Clinical DocumentsWei-Hung Weng, Kavishwar B. Wagholikar, Henry C. Chueh. [doi]
- Consumer Wearable Devices for Health Surveillance and Disease MonitoringJessilyn Dunn, Xiao Li, Denis Salins, Michael Snyder. [doi]
- Generalizable Middleware to Support Use of REDCap Dynamic Data Pull for Integrating Clinical and Research DataThomas R. Campion Jr., Evan Sholle, Marcos Davila. [doi]
- Developing Computable Phenotypes for Pediatric Chronic Conditions in PEDSnetLevon Utidjian, Ritu Khare, Hanieh Razzaghi, Amanda Dempsey, Michelle Denburg, Christopher B. Forrest, Charles Bailey. [doi]
- Needs-Driven Data Completeness Assessment for Clinical ResearchJeffrey G. Klann, Vijay A. Raghavan, Chunhua Weng, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy. [doi]
- The National Cancer Institute (NCI) Informatics Technology for Cancer Research Program (ITCR)Juli D. Klemm, Mervi Heiskanen, Jerry Li, David Miller, Christos Patriotis, George Redmond, Miguel Ossandon, Jacek Capala, Leah E. Mechanic, Yantian Zhang, Rao Divi, Tony Dickherber, Warren Kibbe. [doi]
- HUeMR: Towards Intuitive Mining of Electronic Medical RecordsAbiodun Otolorin, nana osafo, William M. Southerland. [doi]
- Deep Learning from EEG Reports for Inferring Underspecified InformationTravis R. Goodwin, Sanda M. Harabagiu. [doi]
- Is an Algorithm Just an Algorithm? How to Define Clinical Concepts for Use in Comparative Safety and Effectiveness Distributed Research NetworksJeffrey S. Brown, Robert Ball, David S. Carrell, Leonard W. D'Avolio, Keith Marsolo. [doi]
- A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsisAlejandro Schuler, David A. Wulf, Yun Lu, Jennifer M. Baker, Gabriel J. Escobar, Nigam Shah, Vincent X. Liu. [doi]
- SDT: A Tree Method for Detecting Patient Subgroups with Personalized Risk FactorsXiangrui Li, Dongxiao Zhu, Ming Dong, Milad Zafar Nezhad, Alexander T. Janke, Phillip Levy. [doi]
- Mobile Data Collection Tool to Document Adverse Events in a Dental PracticeJoseph Finkelstein, Steven Erde, Joseph V. Errante. [doi]
- Leveraging Machine Learning Based Approaches to Assess Human Papillomavirus Vaccination Sentiment Trends with TwitterJingcheng Du, Jun Xu 0007, Hsing-yi Song, Cui Tao. [doi]
- Crowdsourcing to Create Structured Data Sets for Quality ImprovementKyle A. Marshall, Shravan Kethireddy, Adam M. Brown, Jeffrey W. Prichard, Myra L. Wilkerson. [doi]
- Integrative Health Informatics: The VHA ExperienceQing Zeng, Joseph L. Goulet, Nell J. Marshall, Craig A. Morioka. [doi]
- Protecting Patient Identity in SHRINE Without LockoutDavid Walend, Benjamin Carmen, Marc Ciriello, Isha johri, William Simons, Bhanu Bahl. [doi]
- Integrating Medication Alert Data into a Clinical Data Repository to Enable Retrospective Study of Drug Interaction Alerts in Clinical PracticeMei Liu, Brittany L. Melton, Gregory A. Ator, L. Russell Waitman. [doi]
- Developing a Method of Transferring Healthcare Research Data from Data Broker to Researcher: Interactive Secure Institutional Data Release Overseer (ISIDRO)Patrick Eads, Craig Ganoe, Rodney Jacobson, Tracy Onega, Steven B. Andrews, Nishant Kumar, Brian G. Levin, John Higgins. [doi]
- A comparative study of different methods for automatic identification of clopidogrel-induced bleedings in electronic health recordsHee-jin Lee, Min Jiang, Yonghui Wu, Christian Shaffer, John H. Cleator, Eitan Friedman, Joshua P. Lewis, Dan M. Roden, Joshua C. Denny, Hua Xu. [doi]
- Research Data Repositories: A Tailored Approach to Secondary Use of Electronic Health Record DataEvan Sholle, Rajesh K. Bollapragada, Thomas R. Campion Jr.. [doi]
- Community Detection to Identify Care Pathways of Hip Fracture SurgeriesAnna L. Ritko. [doi]
- Network Abstractions of Prescription Patterns in a Medicaid PopulationRadhakrishnan Nagarajan, Jeffery C. Talbert. [doi]
- Managing Science Query Traffic in a Large Pediatric Data Research NetworkHanieh Razzaghi, Ritu Khare, Levon Utidjian, Rachel Teneralli, Charles Bailey. [doi]
- Exchange of De-identified Clinical Data that Includes Neighborhood CharacteristicsClaudia P. Pulgarin, Michael Cantor, Stella Yi, Zoe R. Liberman, Rajan Chandras. [doi]
- Exploring Completeness in Clinical Data Research Networks with DQe-cHossein Estiri, Kari A. Stephens, Jeffrey G. Klann, Shawn N. Murphy. [doi]
- Count Everything: Secure Count Query Framework Across Big Data CentersXiaoqian Jiang, Claudiu Farcas, Benedict Paten, Mark Diekhans, Paul Avillach, Wallace Wadge, David Haussler, Lucila Ohno-Machado, Ida Sim. [doi]
- Active Deep Learning-Based Annotation of Electroencephalography Reports for Cohort IdentificationRamón Maldonado, Travis R. Goodwin, Sanda M. Harabagiu. [doi]
- Classifying Sentiment of Free-Text Comments in Patient Satisfaction SurveysElizabeth Cary, Aaron M. Secrest, Chrissy Daniels, Wendy W. Chapman, Mike Conway, Danielle L. Mowery. [doi]
- Machine Learning and Statistical Techniques to Predict Sepsis: Unifying Previous WorkJoseph Klobusický, Alexander Murph, Alexander C. Robinson, Nathaniel D. Bastian, Paul M. Griffin, Shravan Kethireddy, Nathan Ryan. [doi]
- Identifying Psychiatric Comorbidities for Obstructive Sleep Apnea in the Biomedical Literature and Electronic Health RecordJessica M. Haddad, Elizabeth S. Chen. [doi]
- Surveillance of Peripheral Arterial Disease Cases Using Natural Language Processing of Clinical NotesNaveed Afzal, Sunghwan Sohn, Christopher Scott, Hongfang Liu, Iftikhar J. Kullo, Adelaide M. Arruda-Olson. [doi]
- A Web-based Platform for Evaluating and Disseminating Predictive ModelsWilliam Hsu, Frank Meng, Panayiotis Petousis, Weixia Yu, Alex A. T. Bui. [doi]
- Deployment of ONC standard terminologies within an i2b2 data warehouseJay G. Pedersen, Bret J. Gardner, Walter S. Campbell, James R. Campbell, James C. McClay. [doi]
- Visualizing and Validating Metadata Traceability within the CDISC StandardsSam Hume, Surendra Sarnikar, Lauren B. Becnel, Dorine Bennett. [doi]
- Predicting intervention onset in the ICU with switching state space modelsMarzyeh Ghassemi, Mike Wu, Michael C. Hughes, Peter Szolovits, Finale Doshi-Velez. [doi]
- Populating Physician Biographical Pages Based on EMR DataFeichen Shen, Sunghwan Sohn, Majid Rastegar-Mojarad, Sijia Liu 0002, Joshua J. Pankratz, Michael Hatton, Nancy Sowada, Om Shrestha, Shawna Shurson, Hongfang Liu. [doi]
- Shiny FHIR: Empowering Standards-based, Interoperable Clinical Data Applications Using RNa Hong, Naresh Prodduturi, Chen Wang, Guoqian Jiang. [doi]
- Prioritizing Quality & Patient Safety Interventions: A Decision Model ApproachTerry H. Tsai, Michael D. Gerst, Cyrus Engineer, Harold P. Lehmann. [doi]
- Interleave: An application for managing registry data repositories based on the OMOP/OHDSI Common Data Model (CDM)Michael J. Gurley, Yulia Bushmanova, Arden Brooke Rosten, Firas H. Wehbe. [doi]
- Automated Identification of Families in Electronic Health Records to Support Clinical ResearchFernanda Polubriaginof, Kayla Quinnies, Rami Vanguri, Alexandre Yahi, Mary Simmerling, Iuliana Ionita-Laza, Hojjat Salmasian, Suzanne Bakken, George Hripcsak, Krzysztof Kiryluk, David Goldstein, Nicholas P. Tatonetti, David K. Vawdrey. [doi]
- Improving predictive models with clustered sequences: An Application on Heart Failure Risk PredictionKun Lin, Ping Zhang, Gigi Y. Yuen-Reed, Ying Li, Jianying Hu. [doi]
- A Method for Adjudicating De-Identification of Free-Text Notes that Provides Auditability and Collaboration with Health SystemsTamara M. McMahon, Matthew C. Hoag, Rachel Gyore, Gregory A. Ator, Robert Spaniol, Russ Waitman. [doi]
- Sensitivity Analyses around Missing Data for a Computational Clinical Study on Disseminated Intravascular CoagulationFabrício S. P. Kury, Suraj Joshi, James J. Cimino. [doi]
- Creating a Patient Information Commons from Multiple Research Informatics PlatformsShawn N. Murphy, Christopher D. Herrick, Michael Mendis, Lori C. Phillips, Wayne Chan, Alyssa J. Porter, Griffin M. Weber, Susanne E. Churchill, Isaac S. Kohane. [doi]
- ShEx, RDF and FHIREric Prud'hommeaux, Harold R. Solbrig, Guoqian Jiang. [doi]
- The Virtue of Venn Diagrams in Visualizing Shared Data: Characterization of a New Citywide Data Repository, HealthLNKMarc B. Rosenman, Elissa Oh, Margaret B. Madden, Kathryn L. Jackson, Jess J. Behrens, Isabel Chung, Satyender Goel, Abel N. Kho. [doi]
- Electronic phenotyping with APHRODITE and the Observational Health Sciences and Informatics (OHDSI) data networkJuan M. Banda, Yoni Halpern, David Sontag, Nigam Shah. [doi]
- On Combining Clinical and Cost Pathways for Multimorbid Patients Using Electronic Health Record DataYiye Zhang, Rema Padman. [doi]
- Content Analysis of Free-Text Family HistoryYanshan Wang, Liwei Wang, Majid Rastegar-Mojarad, Sijia Liu 0002, Feichen Shen, Hongfang Liu. [doi]
- SCCS for Detection of Differences in Brand and Generic Adverse Drug EventsJonathan C. Badger, Eric R. LaRose, Ross Kleiman, Richard L. Berg, James G. Linneman, Richard Hansen, David Page, Peggy L. Peissig. [doi]
- Barriers and Enablers of Use of a Cardiovascular Health Application in Cancer Survivorship CareMarjorie M. Kelley, Randi E. Foraker, En-Ju D. Lin, Manjusha Kulkarni, Maryam Lustberg, Kathryn E. Weaver. [doi]
- Distributed querying across PCORnet: Early lessonsLesley H. Curtis, Jessica L. Sturtevant, Jon Puro, Kathleen McTigue, Hozefa Divan. [doi]
- Impacts of CDISC (Clinical Data Interchange Standards Consortium) Standards on Clinical and Translational Research, Drug Development Tools and Learning Health SystemsLauren B. Becnel, Samuel L. Volchenboum, Stephen Arneric, Brendan Delaney, Amy Harris Nordo. [doi]
- The Pharmacogenomics Research and Implementation DatabasE (PRIDE)Patrick Yukman, Keith Danahey, Brittany A. Borden, Samuel L. Volchenboum, Mark Ratain, Peter H. O'Donnell. [doi]
- Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial FibrillationShijing Guo, Xiang Li, Haifeng Liu, Ping Zhang, Xin Du, Guotong Xie, Fei Wang 0001. [doi]
- The Pediatric Research Database, a Robust Data Mart and Cohort Discovery Tool to Strengthen Research Hypotheses and Facilitate Feasibility AssessmentEbony Smith, Rahul Mudunuri, Oluwaseun J. Ajayi, Venkateswara R. Nagisetty, Teeradache Viangteeravat, Eunice Y. Huang. [doi]
- Towards Automatic Detection of Surgical Site InfectionsBrian T. Bucher, Danielle L. Mowery, Melissa Castine, Wendy W. Chapman. [doi]
- SNOMED CT for structured, computable cancer synoptic reportingWalter S. Campbell, Daniel Karlsson, Audrey Lazenby, Geoffrey Talmon, James R. Campbell. [doi]
- Procedures to Ensure Baseline Data Quality for a SHRINE NetworkPhilip Trevvett, Isha johri, Bhanu Bahl. [doi]
- Phenotyping youth depression for research recruitment using free text from electronic medical recordJoseph Geraci, Pamela Wilansky, Vincenzo De Luca, Anvesh Roy, James Kennedy, John Strauss. [doi]
- Understanding the Role of Technology for Screening Participants in Clinical StudiesEn-Ju D. Lin, Stephen B. Johnson, Chaitanya Shivade, Peter J. Embi, Albert M. Lai. [doi]