Clinical Informatics

The Impact of Online Labor Platforms on Workforce Management in Health Care

Maryam Ahmadi Shad, Michael Simon, Florian Liberatore

Interact J Med Res 2025 (May 02); 14:e68546

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Development of a Predictive Model for Metabolic Syndrome Using Noninvasive Data and its Cardiovascular Disease Risk Assessments: Multicohort Validation Study

Jin-Hyun Park, Inyong Jeong, Gang-Jee Ko, Seogsong Jeong, Hwamin Lee

J Med Internet Res 2025 (May 02); 27:e67525

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Toward Real-Time Discharge Volume Predictions in Multisite Health Care Systems: Longitudinal Observational Study

Fernando Acosta-Perez, Justin Boutilier, Gabriel Zayas-Caban, Sabrina Adelaine, Frank Liao, Brian Patterson

J Med Internet Res 2025 (Apr 30); 27:e63765

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Enhancing Interoperability for a Sustainable, Patient-Centric Health Care Value Chain: Systematic Review for Taxonomy Development

Carlos Antonio Marino, Claudia Diaz Paz

J Med Internet Res 2025 (Apr 25); 27:e69465

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Enhancing Bidirectional Encoder Representations From Transformers (BERT) With Frame Semantics to Extract Clinically Relevant Information From German Mammography Reports: Algorithm Development and Validation

Daniel Reichenpfader, Jonas Knupp, Sandro Urs von Däniken, Roberto Gaio, Fabio Dennstädt, Grazia Maria Cereghetti, André Sander, Hans Hiltbrunner, Knud Nairz, Kerstin Denecke

J Med Internet Res 2025 (Apr 25); 27:e68427

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Co-Occurring Diseases and Mortality in Patients With Chronic Heart Disease, Modeling Their Dynamically Expanding Disease Portfolios: Nationwide Register Study

Nikolaj Normann Holm, Anne Frølich, Helena Dominguez, Kim Peder Dalhoff, Helle Gybel Juul-Larsen, Ove Andersen, Anders Stockmarr

JMIR Cardio 2025 (Apr 25); 9:e57749

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Health Care Professionals’ Concerns About Medical AI and Psychological Barriers and Strategies for Successful Implementation: Scoping Review

Nora Arvai, Gellért Katonai, Bertalan Mesko

J Med Internet Res 2025 (Apr 23); 27:e66986

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Interoperability Framework of the European Health Data Space for the Secondary Use of Data: Interactive European Interoperability Framework–Based Standards Compliance Toolkit for AI-Driven Projects

Rada Hussein, Amelie Gyrard, Somayeh Abedian, Philip Gribbon, Sara Alabart Martínez

J Med Internet Res 2025 (Apr 23); 27:e69813

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Development and Validation of a Dynamic Real-Time Risk Prediction Model for Intensive Care Units Patients Based on Longitudinal Irregular Data: Multicenter Retrospective Study

Zhuo Zheng, Jiawei Luo, Yingchao Zhu, Lei Du, Lan Lan, Xiaobo Zhou, Xiaoyan Yang, Shixin Huang

J Med Internet Res 2025 (Apr 23); 27:e69293

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Challenges for Data Quality in the Clinical Data Life Cycle: Systematic Review

Doyeon An, Minsik Lim, Suehyun Lee

J Med Internet Res 2025 (Apr 23); 27:e60709

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Authors’ Reply: The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications

Yahan Zhang, Yi Chun, Liping Tu, Jiatuo Xu

JMIR Med Inform 2025 (Apr 22); 13:e74333

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The Anemia Risk Warning Model Based on a Noninvasive Method: Key Insights and Clarifications

Jiaqi Wei, Nana Zheng, Depei Wu

JMIR Med Inform 2025 (Apr 22); 13:e73297

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The Benefits of Integrating Electronic Medical Record Systems Between Primary and Specialist Care Institutions: Mixed Methods Cohort Study

Kim Huat Goh, Adrian Yong Kwang Yeow, Le Wang, Hermione Poh, Hannah Jia Hui Ng, Gamaliel Tan, Soon Khai Wee, Er Luen Lim, Jared Louis Andre D’Souza

J Med Internet Res 2025 (Apr 22); 27:e49363

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Advancing Emergency Care With Digital Twins

Haoran Li, Jingya Zhang, Ning Zhang, Bin Zhu

JMIR Aging 2025 (Apr 21); 8:e71777

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Technical Requirements, Design, and Automation Process for a Statewide Registry-Based Tailored Text Messaging System: Protocol for a Longitudinal Observational Study

Deborah Ogunsanmi, Jerica Chambers, Asos Mahmood, Avinash Reddy Pakker, Anusha Kompalli, Umar Kabir, Satya Surbhi, Justin Gatwood, Md Sultan Mahmud, James E Bailey

JMIR Res Protoc 2025 (Apr 18); 14:e62874

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Daily Automated Prediction of Delirium Risk in Hospitalized Patients: Model Development and Validation

Kendrick Matthew Shaw, Yu-Ping Shao, Manohar Ghanta, Valdery Moura Junior, Eyal Y Kimchi, Timothy T Houle, Oluwaseun Akeju, Michael Brandon Westover

JMIR Med Inform 2025 (Apr 18); 13:e60442

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Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study

Jasmin Ziegler, Marcel Pascal Erpenbeck, Timo Fuchs, Anna Saibold, Paul-Christian Volkmer, Guenter Schmidt, Johanna Eicher, Peter Pallaoro, Renata De Souza Falguera, Fabio Aubele, Marlien Hagedorn, Ekaterina Vansovich, Johannes Raffler, Stephan Ringshandl, Alexander Kerscher, Julia Karolin Maurer, Brigitte Kühnel, Gerhard Schenkirsch, Marvin Kampf, Lorenz A Kapsner, Hadieh Ghanbarian, Helmut Spengler, Iñaki Soto-Rey, Fady Albashiti, Dirk Hellwig, Maximilian Ertl, Georg Fette, Detlef Kraska, Martin Boeker, Hans-Ulrich Prokosch, Christian Gulden

J Med Internet Res 2025 (Apr 15); 27:e65681

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Optimizing an Electronic Health Record System Used to Help Health Care Professionals Comply With a Standardized Care Pathway for Heart Failure During the Transition From Hospital To Chronic Care: Qualitative Semistructured Interview Study

Marta Font, Nadia Davoody

JMIR Med Inform 2025 (Apr 15); 13:e63665

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Developing the Digital Health Communication Maturity Model: Systematic Review

Grace Jeonghyun Kim, Kang Namkoong

J Med Internet Res 2025 (Apr 14); 27:e68344

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Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study

Mahmudur Rahman, Jifan Gao, Kyle A Carey, Dana P Edelson, Askar Afshar, John W Garrett, Guanhua Chen, Majid Afshar, Matthew M Churpek

JMIR AI 2025 (Apr 10); 4:e67144

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