Electronic Health Records

A Natural Language Processing Model for COVID-19 Detection Based on Dutch General Practice Electronic Health Records by Using Bidirectional Encoder Representations From Transformers: Development and Validation Study

Maarten Homburg, Eline Meijer, Matthijs Berends, Thijmen Kupers, Tim Olde Hartman, Jean Muris, Evelien de Schepper, Premysl Velek, Jeroen Kuiper, Marjolein Berger, Lilian Peters

J Med Internet Res 2023 (Oct 04); 25:e49944

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Successes and Barriers of Health Information Exchange Participation Across Hospitals in South Carolina From 2014 to 2020: Longitudinal Observational Study

Zhong Li, Melinda A Merrell, Jan M Eberth, Dezhi Wu, Peiyin Hung

JMIR Med Inform 2023 (Sep 28); 11:e40959

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Impact of an Electronic Medical Record–Connected Questionnaire on Efficient Nursing Documentation: Usability and Efficacy Study

Kana Kodama, Shozo Konishi, Shirou Manabe, Katsuki Okada, Junji Yamaguchi, Shoya Wada, Kento Sugimoto, Sakiko Itoh, Daiyo Takahashi, Ryo Kawasaki, Yasushi Matsumura, Toshihiro Takeda

JMIR Nursing 2023 (Sep 25); 6:e51303

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Feasibility of Implementation of a Mobile Digital Personal Health Record to Coordinate Care for Children and Youth With Special Health Care Needs in Primary Care: Protocol for a Mixed Methods Study

David Y Ming, Willis Wong, Kelley A Jones, Richard C Antonelli, Nitin Gujral, Sarah Gonzales, Ursula Rogers, William Ratliff, Nirmish Shah, Heather A King

JMIR Res Protoc 2023 (Sep 20); 12:e46847

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Electronic Health Record–Driven Approaches in Primary Care to Strengthen Hypertension Management Among Racial and Ethnic Minoritized Groups in the United States: Systematic Review

Dominik Ose, Emmanuel Adediran, Robert Owens, Elena Gardner, Matthew Mervis, Cindy Turner, Emily Carlson, Danielle Forbes, Caitlyn Lydia Jasumback, John Stuligross, Susan Pohl, Bernadette Kiraly

J Med Internet Res 2023 (Sep 15); 25:e42409

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Developing a Semantically Based Query Recommendation for an Electronic Medical Record Search Engine: Query Log Analysis and Design Implications

Danny T Y Wu, David Hanauer, Paul Murdock, V G Vinod Vydiswaran, Qiaozhu Mei, Kai Zheng

JMIR Form Res 2023 (Sep 15); 7:e45376

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Using IT to Improve Outcomes for Children Living With Cancer (SyMon-SAYS): Protocol for a Single-Institution Waitlist Randomized Controlled Trial

Jin-Shei Lai, Sally E Jensen, John Devin Peipert, Sandra A Mitchell, Sofia F Garcia, David Cella, Stewart Goldman, Alicia Lenzen

JMIR Res Protoc 2023 (Sep 08); 12:e50993

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Development and Testing of a Data Capture Device for Use With Clinical Incentive Spirometers: Testing and Usability Study

Michael L Burns, Anik Sinha, Alexander Hoffmann, Zewen Wu, Tomas Medina Inchauste, Aaron Retsky, David Chesney, Sachin Kheterpal, Nirav Shah

JMIR Biomed Eng 2023 (Sep 07); 8:e46653

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Changes in Documentation Due to Patient Access to Electronic Health Records: Protocol for a Scoping Review

Eva Meier-Diedrich, Gail Davidge, Maria Hägglund, Anna Kharko, Camilla Lyckblad, Brian McMillan, Charlotte Blease, Julian Schwarz

JMIR Res Protoc 2023 (Aug 28); 12:e46722

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Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Victoria Blake, Blanca Gallego, Louisa Jorm

Interact J Med Res 2023 (Aug 25); 12:e46322

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Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study

Kasper Van Mens, Joran Lokkerbol, Ben Wijnen, Richard Janssen, Robert de Lange, Bea Tiemens

JMIR Med Inform 2023 (Aug 23); 11:e44322

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Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Shivani Mehta, Courtney R Lyles, Anna D Rubinsky, Kathryn E Kemper, Judith Auerbach, Urmimala Sarkar, Laura Gottlieb, William Brown III

JMIR Med Inform 2023 (Aug 22); 11:e46159

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An Extract-Transform-Load Process Design for the Incremental Loading of German Real-World Data Based on FHIR and OMOP CDM: Algorithm Development and Validation

Elisa Henke, Yuan Peng, Ines Reinecke, Michéle Zoch, Martin Sedlmayr, Franziska Bathelt

JMIR Med Inform 2023 (Aug 21); 11:e47310

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Video Recording Patients for Direct Care Purposes: Systematic Review and Narrative Synthesis of International Empirical Studies and UK Professional Guidance

Rachael Lear, Sophia Ellis, Tiffany Ollivierre-Harris, Susannah Long, Erik K Mayer

J Med Internet Res 2023 (Aug 16); 25:e46478

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Data Quality– and Utility-Compliant Anonymization of Common Data Model–Harmonized Electronic Health Record Data: Protocol for a Scoping Review

Gaetan Kamdje Wabo, Fabian Prasser, Kerstin Gierend, Fabian Siegel, Thomas Ganslandt

JMIR Res Protoc 2023 (Aug 11); 12:e46471

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Challenges and Solutions in Implementing eSource Technology for Real-World Studies in China: Qualitative Study Among Different Stakeholders

Bin Wang, Junkai Lai, Xiwen Liao, Feifei Jin, Chen Yao

JMIR Form Res 2023 (Aug 10); 7:e48363

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Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations

Alan Katz, Aman Jaiswal, Marcello Nesca, Evangelos Milios

JMIR Med Inform 2023 (Aug 09); 11:e45105

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Automated Electronic Health Record to Electronic Data Capture Transfer in Clinical Studies in the German Health Care System: Feasibility Study and Gap Analysis

Christian Mueller, Patrick Herrmann, Stephan Cichos, Bernhard Remes, Erwin Junker, Tobias Hastenteufel, Markus Mundhenke

J Med Internet Res 2023 (Aug 04); 25:e47958

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Implementation of a Surveillance System for Severe Acute Respiratory Infections at a Tertiary Care Hospital in Austria: Protocol for a Retrospective Longitudinal Feasibility Study

Ziad El-Khatib, Lukas Richter, Andreas Reich, Bernhard Benka, Ojan Assadian

JMIR Res Protoc 2023 (Aug 03); 12:e47547

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Adoption of a National Prophylactic Anticoagulation Guideline for Hospitalized Pregnant Women With COVID-19: Retrospective Cohort Study

Yeon-Mi Hwang, Samantha Piekos, Tanya Sorensen, Leroy Hood, Jennifer Hadlock

JMIR Public Health Surveill 2023 (Jul 28); 9:e45586

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