Electronic Health Records

Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

Jianlin Shi, Keaton L Morgan, Richard L Bradshaw, Se-Hee Jung, Wendy Kohlmann, Kimberly A Kaphingst, Kensaku Kawamoto, Guilherme Del Fiol

JMIR Med Inform 2022 (Aug 11); 10(8):e37842

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Implementing Electronic Health Records in Primary Care Using the Theory of Change: Nigerian Case Study

Taiwo Adedeji, Hamish Fraser, Philip Scott

JMIR Med Inform 2022 (Aug 11); 10(8):e33491

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In-hospital Enrollment Into an Electronic Patient Portal Results in Improved Follow-up After Orthopedic Surgery: Cluster Randomized Controlled Trial

Abhiram R Bhashyam, Mira Bansal, Madeline M McGovern, Quirine M J van der Vliet, Marilyn Heng

JMIR Perioper Med 2022 (Aug 11); 5(1):e37148

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A Web-Based Application for Personalized Ecological Momentary Assessment in Psychiatric Care: User-Centered Development of the PETRA Application

Fionneke M Bos, Lino von Klipstein, Ando C Emerencia, Erwin Veermans, Tom Verhage, Evelien Snippe, Bennard Doornbos, Grietje Hadders-Prins, Marieke Wichers, Harriëtte Riese

JMIR Ment Health 2022 (Aug 09); 9(8):e36430

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Exploring the Applicability of Using Natural Language Processing to Support Nationwide Venous Thromboembolism Surveillance: Model Evaluation Study

Aaron Wendelboe, Ibrahim Saber, Justin Dvorak, Alys Adamski, Natalie Feland, Nimia Reyes, Karon Abe, Thomas Ortel, Gary Raskob

JMIR Bioinform Biotech 2022 (Aug 05); 3(1):e36877

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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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The Perceived Effectiveness of Secure Messaging for Medication Reconciliation During Transitions of Care: Semistructured Interviews With Patients

Julianne E Brady, Amy M Linsky, Steven R Simon, Kate Yeksigian, Amy Rubin, Alan J Zillich, Alissa L Russ-Jara

JMIR Hum Factors 2022 (Aug 03); 9(3):e36652

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Uncertainty Estimation in Medical Image Classification: Systematic Review

Alexander Kurz, Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff-Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, Christof von Kalle, Titus Josef Brinker

JMIR Med Inform 2022 (Aug 02); 10(8):e36427

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Harnessing the Electronic Health Care Record to Optimize Patient Safety in Primary Care: Framework for Evaluating e–Safety-Netting Tools

Georgia Bell Black, Afsana Bhuiya, Claire Friedemann Smith, Yasemin Hirst, Brian David Nicholson

JMIR Med Inform 2022 (Aug 01); 10(8):e35726

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The Impact of Telemedicine on Physicians’ After-hours Electronic Health Record “Work Outside Work” During the COVID-19 Pandemic: Retrospective Cohort Study

Katharine Lawrence, Oded Nov, Devin Mann, Soumik Mandal, Eduardo Iturrate, Batia Wiesenfeld

JMIR Med Inform 2022 (Jul 28); 10(7):e34826

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Impact of a Clinical Text–Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients: Model Development and Performance Evaluation

Yoshimasa Kawazoe, Kiminori Shimamoto, Daisaku Shibata, Emiko Shinohara, Hideaki Kawaguchi, Tomotaka Yamamoto

JMIR Med Inform 2022 (Jul 27); 10(7):e37913

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Electronic Patient Portal Access, Retention in Care, and Viral Suppression Among People Living With HIV in Southeastern United States: Observational Study

Cassandra Oliver Schember, Sarah E Scott, Cathy A Jenkins, Peter F Rebeiro, Megan Turner, Sally S Furukawa, Carmen Bofill, Zhou Yan, Gretchen P Jackson, April C Pettit

JMIR Med Inform 2022 (Jul 25); 10(7):e34712

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Fast Healthcare Interoperability Resources (FHIR) for Interoperability in Health Research: Systematic Review

Carina Nina Vorisek, Moritz Lehne, Sophie Anne Ines Klopfenstein, Paula Josephine Mayer, Alexander Bartschke, Thomas Haese, Sylvia Thun

JMIR Med Inform 2022 (Jul 19); 10(7):e35724

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Machine Learning Prediction of Hypoglycemia and Hyperglycemia From Electronic Health Records: Algorithm Development and Validation

Harald Witte, Christos Nakas, Lia Bally, Alexander Benedikt Leichtle

JMIR Form Res 2022 (Jul 18); 6(7):e36176

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Exploring the Association of Cancer and Depression in Electronic Health Records: Combining Encoded Diagnosis and Mining Free-Text Clinical Notes

Angela Leis, David Casadevall, Joan Albanell, Margarita Posso, Francesc Macià, Xavier Castells, Juan Manuel Ramírez-Anguita, Jordi Martínez Roldán, Laura I Furlong, Ferran Sanz, Francesco Ronzano, Miguel A Mayer

JMIR Cancer 2022 (Jul 11); 8(3):e39003

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Patients’ Willingness and Ability to Identify and Respond to Errors in Their Personal Health Records: Mixed Methods Analysis of Cross-sectional Survey Data

Rachael Lear, Lisa Freise, Matthew Kybert, Ara Darzi, Ana Luisa Neves, Erik K Mayer

J Med Internet Res 2022 (Jul 08); 24(7):e37226

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The Power of Patient Engagement With Electronic Health Records as Research Participants

Jeff Pawelek, Katie Baca-Motes, Jay A Pandit, Benjamin B Berk, Edward Ramos

JMIR Med Inform 2022 (Jul 08); 10(7):e39145

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Estimating Cardiorespiratory Fitness Without Exercise Testing or Physical Activity Status in Healthy Adults: Regression Model Development and Validation

Robert Sloan, Marco Visentini-Scarzanella, Susumu Sawada, Xuemei Sui, Jonathan Myers

JMIR Public Health Surveill 2022 (Jul 06); 8(7):e34717

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Experimental Implementation of NSER Mobile App for Efficient Real-Time Sharing of Prehospital Patient Information With Emergency Departments: Interrupted Time-Series Analysis

Kiyomitsu Fukaguchi, Tadahiro Goto, Tadatsugu Yamamoto, Hiroshi Yamagami

JMIR Form Res 2022 (Jul 06); 6(7):e37301

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Automated Decision Support For Community Mental Health Services Using National Electronic Health Records: Qualitative Implementation Case Study

Yasmin van Kasteren, Jörg Strobel, Tarun Bastiampillai, Ecushla Linedale, Niranjan Bidargaddi

JMIR Hum Factors 2022 (Jul 05); 9(3):e35403

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