Electronic Health Records

Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study

Vendula Churová, Roman Vyškovský, Kateřina Maršálová, David Kudláček, Daniel Schwarz

JMIR Med Inform 2021 (May 07); 9(5):e27172

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Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study

Ghada Alfattni, Maksim Belousov, Niels Peek, Goran Nenadic

JMIR Med Inform 2021 (May 05); 9(5):e24678

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Impact of an Online Gastrointestinal Symptom History Taker on Physician Documentation and Charting Time: Pragmatic Controlled Trial

Natalie J Hall, Sameer K Berry, Jack Aguilar, Elizabeth Brier, Parth Shah, Derek Cheng, Jeremy Herman, Theodore Stein, Brennan M R Spiegel, Christopher V Almario

JMIR Form Res 2021 (May 04); 5(5):e23599

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Extracting Family History Information From Electronic Health Records: Natural Language Processing Analysis

Maciej Rybinski, Xiang Dai, Sonit Singh, Sarvnaz Karimi, Anthony Nguyen

JMIR Med Inform 2021 (Apr 30); 9(4):e24020

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Utility, Value, and Benefits of Contemporary Personal Health Records: Integrative Review and Conceptual Synthesis

Umar Ruhi, Ritesh Chugh

J Med Internet Res 2021 (Apr 29); 23(4):e26877

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Fast Healthcare Interoperability Resources (FHIR)–Based Quality Information Exchange for Clinical Next-Generation Sequencing Genomic Testing: Implementation Study

Donghyeong Seong, Sungwon Jung, Sungchul Bae, Jongsuk Chung, Dae-Soon Son, Byoung-Kee Yi

J Med Internet Res 2021 (Apr 28); 23(4):e26261

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Impact of an Educational Comic to Enhance Patient-Physician–Electronic Health Record Engagement: Prospective Observational Study

Maria A Alkureishi, Tyrone Johnson, Jacqueline Nichols, Meera Dhodapkar, M K Czerwiec, Kristen Wroblewski, Vineet M Arora, Wei Wei Lee

JMIR Hum Factors 2021 (Apr 28); 8(2):e25054

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Physician Stress During Electronic Health Record Inbox Work: In Situ Measurement With Wearable Sensors

Fatema Akbar, Gloria Mark, Stephanie Prausnitz, E Margaret Warton, Jeffrey A East, Mark F Moeller, Mary E Reed, Tracy A Lieu

JMIR Med Inform 2021 (Apr 28); 9(4):e24014

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Academic Electronic Health Records in Undergraduate Nursing Education: Mixed Methods Pilot Study

Manal Kleib, Deirdre Jackman, Uirá Duarte Wisnesky, Shamsa Ali

JMIR Nursing 2021 (Apr 27); 4(2):e26944

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An Internet-Based Intervention for Cardiovascular Disease Management Integrated With Primary Care Electronic Health Records: Mixed Methods Evaluation of Implementation Fidelity and User Engagement

Genevieve Coorey, David Peiris, Anish Scaria, John Mulley, Lis Neubeck, Nashid Hafiz, Julie Redfern

J Med Internet Res 2021 (Apr 26); 23(4):e25333

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Development and Implementation of a Multidisciplinary Electronic Discharge Readiness Tool: User-Centered Design Approach

Angela Keniston, Lauren McBeth, Jonathan Pell Sr, Kasey Bowden, Stephen Ball, Kristin Stoebner, Elaina Scherzberg, Susan L Moore, Jamie Nordhagen, Amanda Anthony, Marisha Burden

JMIR Hum Factors 2021 (Apr 23); 8(2):e24038

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A Hybrid Model for Family History Information Identification and Relation Extraction: Development and Evaluation of an End-to-End Information Extraction System

Youngjun Kim, Paul M Heider, Isabel RH Lally, Stéphane M Meystre

JMIR Med Inform 2021 (Apr 22); 9(4):e22797

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Predicting Intensive Care Transfers and Other Unforeseen Events: Analytic Model Validation Study and Comparison to Existing Methods

Brandon C Cummings, Sardar Ansari, Jonathan R Motyka, Guan Wang, Richard P Medlin Jr, Steven L Kronick, Karandeep Singh, Pauline K Park, Lena M Napolitano, Robert P Dickson, Michael R Mathis, Michael W Sjoding, Andrew J Admon, Ross Blank, Jakob I McSparron, Kevin R Ward, Christopher E Gillies

JMIR Med Inform 2021 (Apr 21); 9(4):e25066

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Novel Graph-Based Model With Biaffine Attention for Family History Extraction From Clinical Text: Modeling Study

Kecheng Zhan, Weihua Peng, Ying Xiong, Huhao Fu, Qingcai Chen, Xiaolong Wang, Buzhou Tang

JMIR Med Inform 2021 (Apr 21); 9(4):e23587

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Beyond Notes: Why It Is Time to Abandon an Outdated Documentation Paradigm

Jackson Steinkamp, Jacob Kantrowitz, Abhinav Sharma, Wasif Bala

J Med Internet Res 2021 (Apr 20); 23(4):e24179

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Machine Learning–Driven Models to Predict Prognostic Outcomes in Patients Hospitalized With Heart Failure Using Electronic Health Records: Retrospective Study

Haichen Lv, Xiaolei Yang, Bingyi Wang, Shaobo Wang, Xiaoyan Du, Qian Tan, Zhujing Hao, Ying Liu, Jun Yan, Yunlong Xia

J Med Internet Res 2021 (Apr 19); 23(4):e24996

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Electronic Health Record–Embedded Individualized Pain Plans for Emergency Department Treatment of Vaso-occlusive Episodes in Adults With Sickle Cell Disease: Protocol for a Preimplementation and Postimplementation Study

Lingzi Luo, Allison A King, Yvonne Carroll, Ana A Baumann, Donald Brambilla, Christopher R Carpenter, Joseph Colla, Robert W Gibson, Siera Gollan, Greg Hall, Lisa Klesges, Abdullah Kutlar, Matthew Lyon, Cathy L Melvin, Sarah Norell, Martina Mueller, Michael B Potter, Rachel Richesson, Lynne D Richardson, Gery Ryan, Lauren Siewny, Marsha Treadwell, Leslie Zun, Janelle Armstrong-Brown, Lisa Cox, Paula Tanabe

JMIR Res Protoc 2021 (Apr 16); 10(4):e24818

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Usability of Electronic Health Record–Generated Discharge Summaries: Heuristic Evaluation

Patrice D Tremoulet, Priyanka D Shah, Alisha A Acosta, Christian W Grant, Jon T Kurtz, Peter Mounas, Michael Kirchhoff, Elizabeth Wade

J Med Internet Res 2021 (Apr 15); 23(4):e25657

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TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study

Xiaoli Liu, Tongbo Liu, Zhengbo Zhang, Po-Chih Kuo, Haoran Xu, Zhicheng Yang, Ke Lan, Peiyao Li, Zhenchao Ouyang, Yeuk Lam Ng, Wei Yan, Deyu Li

JMIR Med Inform 2021 (Apr 15); 9(4):e18803

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Association of Electronic Health Record Vendors With Hospital Financial and Quality Performance: Retrospective Data Analysis

Bradley Beauvais, Clemens Scott Kruse, Lawrence Fulton, Ramalingam Shanmugam, Zo Ramamonjiarivelo, Matthew Brooks

J Med Internet Res 2021 (Apr 14); 23(4):e23961

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