Electronic Health Records

Digital Surveillance of Mental Health Care Services in Saudi Arabia: Cross-Sectional Study of National e-Referral System Data

Abdullah A Alharbi, Nawfal A Aljerian, Meshary S Binhotan, Hani A Alghamdi, Ali K Alsultan, Mohammed S Arafat, Abdulrahman Aldhabib, Yasser A Alaska, Eid B Alwahbi, Mohammed A Muaddi, Ahmad Y Alqassim, Ronnie D Horner

JMIR Public Health Surveill 2025 (Jan 24); 11:e64257

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Assessing Physician and Patient Agreement on Whether Patient Outcomes Captured in Clinical Progress Notes Reflect Treatment Success: Cross-Sectional Study

Sarah B Floyd, Jordyn C Sutton, Marvin Okon, Mary McCarthy, Liza Fisher, Benjamin Judkins, Zachary Cole Reynolds, Ann Blair Kennedy

J Particip Med 2025 (Jan 23); 17:e60263

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Patient Experiences and Perspectives When MyChart is Introduced in a Large Community Hospital: Mixed Methods Study

Shelley Vanderhout, Shipra Taneja, Kamini Kalia, Walter P Wodchis, Terence Tang

J Med Internet Res 2025 (Jan 23); 27:e66353

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Combining a Risk Factor Score Designed From Electronic Health Records With a Digital Cytology Image Scoring System to Improve Bladder Cancer Detection: Proof-of-Concept Study

Sandie Cabon, Sarra Brihi, Riadh Fezzani, Morgane Pierre-Jean, Marc Cuggia, Guillaume Bouzillé

J Med Internet Res 2025 (Jan 22); 27:e56946

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Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study

Doris Yang, Doudou Zhou, Steven Cai, Ziming Gan, Michael Pencina, Paul Avillach, Tianxi Cai, Chuan Hong

JMIR Med Inform 2025 (Jan 22); 13:e54133

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The Impact of Data Control and Delayed Discounting on the Public’s Willingness to Share Different Types of Health Care Data: Empirical Study

Dongle Wei, Pan Gao, Yunkai Zhai

JMIR Med Inform 2025 (Jan 22); 13:e66444

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Comparisons of Physicians’, Nurses’, and Social Welfare Professionals’ Experiences With Participation in Information System Development: Cross-Sectional Survey Study

Susanna Martikainen, Johanna Viitanen, Samuel Salovaara, Ulla-Mari Kinnunen, Tinja Lääveri

JMIR Hum Factors 2025 (Jan 22); 12:e51495

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Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Protocol for a Systematic Review

Swati Rajwal, Ziyuan Zhang, Yankai Chen, Hannah Rogers, Abeed Sarker, Yunyu Xiao

JMIR Res Protoc 2025 (Jan 21); 14:e66094

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Classifying Unstructured Text in Electronic Health Records for Mental Health Prediction Models: Large Language Model Evaluation Study

Nicholas C Cardamone, Mark Olfson, Timothy Schmutte, Lyle Ungar, Tony Liu, Sara W Cullen, Nathaniel J Williams, Steven C Marcus

JMIR Med Inform 2025 (Jan 21); 13:e65454

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Performance of an Electronic Health Record–Based Automated Pulmonary Embolism Severity Index Score Calculator: Cohort Study in the Emergency Department

Elizabeth Joyce, James McMullen, Xiaowen Kong, Connor O'Hare, Valerie Gavrila, Anthony Cuttitta, Geoffrey D Barnes, Colin F Greineder

JMIR Med Inform 2025 (Jan 20); 13:e58800

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Prevalence and Economic Impact of Acute Respiratory Failure in the Prehospital Emergency Medical Service of the Madrid Community: Retrospective Cohort Study

Ana María Cintora-Sanz, Cristina Horrillo-García, Víctor Quesada-Cubo, Ana María Pérez-Alonso, Alicia Gutiérrez-Misis

JMIR Public Health Surveill 2025 (Jan 16); 11:e66179

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Twenty-Five Years of Evolution and Hurdles in Electronic Health Records and Interoperability in Medical Research: Comprehensive Review

Yun Shen, Jiamin Yu, Jian Zhou, Gang Hu

J Med Internet Res 2025 (Jan 09); 27:e59024

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Development and Validation of a Routine Electronic Health Record-Based Delirium Prediction Model for Surgical Patients Without Dementia: Retrospective Case-Control Study

Emma Holler, Christina Ludema, Zina Ben Miled, Molly Rosenberg, Corey Kalbaugh, Malaz Boustani, Sanjay Mohanty

JMIR Perioper Med 2025 (Jan 09); 8:e59422

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The Transformative Potential of Large Language Models in Mining Electronic Health Records Data: Content Analysis

Amadeo Jesus Wals Zurita, Hector Miras del Rio, Nerea Ugarte Ruiz de Aguirre, Cristina Nebrera Navarro, Maria Rubio Jimenez, David Muñoz Carmona, Carlos Miguez Sanchez

JMIR Med Inform 2025 (Jan 02); 13:e58457

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Spread and Scale of the Integrated Nutrition Pathway for Acute Care Across Canada: Protocol for the Advancing Malnutrition Care Program

Katherine L Ford, Celia Laur, Rupinder Dhaliwal, Roseann Nasser, Leah Gramlich, Johane P Allard, Heather Keller, AMC Core Team

JMIR Res Protoc 2024 (Dec 31); 13:e62764

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Applying AI to Structured Real-World Data for Pharmacovigilance Purposes: Scoping Review

Stella Dimitsaki, Pantelis Natsiavas, Marie-Christine Jaulent

J Med Internet Res 2024 (Dec 30); 26:e57824

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Visualizing Patient Pathways and Identifying Data Repositories in a UK Neurosciences Center: Exploratory Study

Jo Knight, Vishnu Vardhan Chandrabalan, Hedley C A Emsley

JMIR Med Inform 2024 (Dec 24); 12:e60017

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Medical Marijuana Documentation Practices in Patient Electronic Health Records: Retrospective Observational Study Using Smart Data Elements and a Review of Medical Records

Donielle Beiler, Aanya Chopra, Christina M Gregor, Lorraine D Tusing, Apoorva M Pradhan, Katrina M Romagnoli, Chadd K Kraus, Brian J Piper, Eric A Wright, Vanessa Troiani

JMIR Form Res 2024 (Dec 23); 8:e65957

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Patient-Centric Approach to Personalized Electronic Medical Records via QR Code in Japan

Yoshihiko Izumida, Takashi Omura, Masahiro Fujiwara, Shoko Nukaya, Akio Yoneyama, Sow Boubacar, Shinichiro Yabe, Rika Noguchi, Shima Nakayama, Wataru Muraoka, Yuki Okuno, Sho Miyashita, Yurika Ishihara, Yuto Moriwaki, Ryoji Otani, Junichiro Adachi, Kenichiro Tanabe, Yoshihisa Yamano, Yasushi Takai, Masaru Honjo

Interact J Med Res 2024 (Dec 23); 13:e57332

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Building a Foundation for High-Quality Health Data: Multihospital Case Study in Belgium

Jens Declerck, Bert Vandenberk, Mieke Deschepper, Kirsten Colpaert, Lieselot Cool, Jens Goemaere, Mona Bové, Frank Staelens, Koen De Meester, Eva Verbeke, Elke Smits, Cami De Decker, Nicky Van Der Vekens, Elin Pauwels, Robert Vander Stichele, Dipak Kalra, Pascal Coorevits

JMIR Med Inform 2024 (Dec 20); 12:e60244

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