Electronic Health Records

The Utility and Implications of Ambient Scribes in Primary Care

Puneet Seth, Romina Carretas, Frank Rudzicz

JMIR AI 2024 (Oct 04); 3:e57673

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Analyzing Comorbidity Patterns in Patients With Thyroid Disease Using Large-Scale Electronic Medical Records: Network-Based Retrospective Observational Study

Yanqun Huang, Siyuan Chen, Yongfeng Wang, Xiaohong Ou, Huanhuan Yan, Xin Gan, Zhixiao Wei

Interact J Med Res 2024 (Oct 03); 13:e54891

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Clinical Use of Mental Health Digital Therapeutics in a Large Health Care Delivery System: Retrospective Patient Cohort Study and Provider Survey

Samuel J Ridout, Kathryn K Ridout, Teresa Y Lin, Cynthia I Campbell

JMIR Ment Health 2024 (Oct 02); 11:e56574

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A Collection of Components to Design Clinical Dashboards Incorporating Patient-Reported Outcome Measures: Qualitative Study

Anja Yvonne Bischof, David Kuklinski, Irene Salvi, Carla Walker, Justus Vogel, Alexander Geissler

J Med Internet Res 2024 (Oct 02); 26:e55267

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Addressing Information Biases Within Electronic Health Record Data to Improve the Examination of Epidemiologic Associations With Diabetes Prevalence Among Young Adults: Cross-Sectional Study

Sarah Conderino, Rebecca Anthopolos, Sandra S Albrecht, Shannon M Farley, Jasmin Divers, Andrea R Titus, Lorna E Thorpe

JMIR Med Inform 2024 (Oct 01); 12:e58085

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Harnessing the Power of Complementarity Between Smart Tracking Technology and Associated Health Information Technologies: Longitudinal Study

Youyou Tao, Ruilin Zhu, Dezhi Wu

JMIR Form Res 2024 (Oct 01); 8:e51198

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Disambiguating Clinical Abbreviations by One-to-All Classification: Algorithm Development and Validation Study

Sheng-Feng Sung, Ya-Han Hu, Chong-Yan Chen

JMIR Med Inform 2024 (Oct 01); 12:e56955

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Unlocking the Potential of Secondary Data for Public Health Research: Retrospective Study With a Novel Clinical Platform

Christopher Gundler, Karl Gottfried, Alexander Johannes Wiederhold, Maximilian Ataian, Marcus Wurlitzer, Jan Erik Gewehr, Frank Ückert

Interact J Med Res 2024 (Oct 01); 13:e51563

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Clinical Decision Support and Natural Language Processing in Medicine: Systematic Literature Review

Hans Eguia, Carlos Luis Sánchez-Bocanegra, Franco Vinciarelli, Fernando Alvarez-Lopez, Francesc Saigí-Rubió

J Med Internet Res 2024 (Sep 30); 26:e55315

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Health Maintenance Organization–mHealth Versus Face-to-Face Interaction for Health Care in Israel: Cross-Sectional Web-Based Survey Study

Avi Zigdon, Moti Zwilling, Ofek Zigdon, Orna Reges

J Med Internet Res 2024 (Sep 30); 26:e55350

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Usability, Engagement, and Report Usefulness of Chatbot-Based Family Health History Data Collection: Mixed Methods Analysis

Michelle Hoang Nguyen, João Sedoc, Casey Overby Taylor

J Med Internet Res 2024 (Sep 30); 26:e55164

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Identifying the Severity of Heart Valve Stenosis and Regurgitation Among a Diverse Population Within an Integrated Health Care System: Natural Language Processing Approach

Fagen Xie, Ming-sum Lee, Salam Allahwerdy, Darios Getahun, Benjamin Wessler, Wansu Chen

JMIR Cardio 2024 (Sep 30); 8:e60503

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Implementation of the Observational Medical Outcomes Partnership Model in Electronic Medical Record Systems: Evaluation Study Using Factor Analysis and Decision-Making Trial and Evaluation Laboratory-Best-Worst Methods

Ming Luo, Yu Gu, Feilong Zhou, Shaohong Chen

JMIR Med Inform 2024 (Sep 27); 12:e58498

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Functional Impairment in Individuals Exposed to Violence Based on Electronical Forensic Medical Record Mining and Their Profile Identification: Controlled Observational Study

Ivan Lerner, Patrick Chariot, Thomas Lefèvre

JMIR Public Health Surveill 2024 (Sep 27); 10:e43563

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Processing of Short-Form Content in Clinical Narratives: Systematic Scoping Review

Amila Kugic, Ingrid Martin, Luise Modersohn, Peter Pallaoro, Markus Kreuzthaler, Stefan Schulz, Martin Boeker

J Med Internet Res 2024 (Sep 26); 26:e57852

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Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook

Rawan AlSaad, Alaa Abd-alrazaq, Sabri Boughorbel, Arfan Ahmed, Max-Antoine Renault, Rafat Damseh, Javaid Sheikh

J Med Internet Res 2024 (Sep 25); 26:e59505

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Integrating Social Determinants of Health in Machine Learning–Driven Decision Support for Diabetes Case Management: Protocol for a Sequential Mixed Methods Study

Seung-Yup Lee, Leslie W Hayes, Bunyamin Ozaydin, Steven Howard, Alison M Garretson, Heather M Bradley, Andrew M Land, Erin W DeLaney, Amy O Pritchett, Amanda L Furr, Ashleigh Allgood, Matthew C Wyatt, Allyson G Hall, Jane C Banaszak-Holl

JMIR Res Protoc 2024 (Sep 25); 13:e56049

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Extracting Critical Information from Unstructured Clinicians’ Notes Data to Identify Dementia Severity Using a Rule-Based Approach: Feasibility Study

Ravi Prakash, Matthew E Dupre, Truls Østbye, Hanzhang Xu

JMIR Aging 2024 (Sep 24); 7:e57926

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Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study

Tomohiro Nishiyama, Ayane Yamaguchi, Peitao Han, Lis Weiji Kanashiro Pereira, Yuka Otsuki, Gabriel Herman Bernardim Andrade, Noriko Kudo, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Masahiro Takada, Masakazu Toi

JMIR Med Inform 2024 (Sep 24); 12:e58977

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State-of-the-Art Fast Healthcare Interoperability Resources (FHIR)–Based Data Model and Structure Implementations: Systematic Scoping Review

Parinaz Tabari, Gennaro Costagliola, Mattia De Rosa, Martin Boeker

JMIR Med Inform 2024 (Sep 24); 12:e58445

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