Clinical Informatics

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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Developing a Machine Learning Model for Predicting 30-Day Major Adverse Cardiac and Cerebrovascular Events in Patients Undergoing Noncardiac Surgery: Retrospective Study

Ju-Seung Kwun, Houng-Beom Ahn, Si-Hyuck Kang, Sooyoung Yoo, Seok Kim, Wongeun Song, Junho Hyun, Ji Seon Oh, Gakyoung Baek, Jung-Won Suh

J Med Internet Res 2025 (Apr 09); 27:e66366

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Factors Influencing Information Distortion in Electronic Nursing Records: Qualitative Study

Jianan Wang, Yihong Xu, Zhichao Yang, Jie Zhang, Xiaoxiao Zhang, Wen Li, Yushu Sun, Hongying Pan

J Med Internet Res 2025 (Apr 09); 27:e66959

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Impact of Electronic Transition and Prefilled Templates on Drug Prescription Compliance: Retrospective Study

Aurélien Lambert, Benoit Hombourger, Julia Salleron, Fadila Chergui, Catherine Vallance, Nadège Nicolas, Marie Moussouni, Lounisse Cherif, Emile Chenot, Céline Gavoille, Vincent Massard

J Med Internet Res 2025 (Apr 09); 27:e57782

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Media Framing and Portrayals of Ransomware Impacts on Informatics, Employees, and Patients: Systematic Media Literature Review

Atiya Avery, Elizabeth White Baker, Brittany Wright, Ishmael Avery, Dream Gomez

J Med Internet Res 2025 (Apr 08); 27:e59231

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Large-Scale Evaluation and Liver Disease Risk Prediction in Finland’s National Electronic Health Record System: Feasibility Study Using Real-World Data

Viljami Männikkö, Janne Tommola, Emmi Tikkanen, Olli-Pekka Hätinen, Fredrik Åberg

JMIR Med Inform 2025 (Apr 02); 13:e62978

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AI-Based Identification Method for Cervical Transformation Zone Within Digital Colposcopy: Development and Multicenter Validation Study

Tong Wu, Yuting Wang, Xiaoli Cui, Peng Xue, Youlin Qiao

JMIR Cancer 2025 (Mar 31); 11:e69672

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Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study

Matthew West, You Cheng, Yingnan He, Yu Leng, Colin Magdamo, Bradley T Hyman, John R Dickson, Alberto Serrano-Pozo, Deborah Blacker, Sudeshna Das

JMIR Aging 2025 (Mar 31); 8:e65178

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The Role of Machine Learning in Cognitive Impairment in Parkinson Disease: Systematic Review and Meta-Analysis

Yanyun Wu, Yangfan Cheng, Yi Xiao, Huifang Shang, Ruwei Ou

J Med Internet Res 2025 (Mar 28); 27:e59649

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Large Language Model–Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study

Hao Yang, Jiaxi Li, Chi Zhang, Alejandro Pazos Sierra, Bairong Shen

J Med Internet Res 2025 (Mar 27); 27:e65537

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Implementation of Medication-Related Technology and Its Impact on Pharmacy Workflow: Real-World Evidence Usability Study

Wei-Ning Yu, Yih-Dih Cheng, Yu-Chi Hou, Yow-Wen Hsieh

J Med Internet Res 2025 (Mar 27); 27:e59220

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Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis

De Rong Loh, Elliot D Hill, Nan Liu, Geraldine Dawson, Matthew M Engelhard

JMIR AI 2025 (Mar 27); 4:e62985

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Applications of AI in Predicting Drug Responses for Type 2 Diabetes

Shilpa Garg, Robert Kitchen, Ramneek Gupta, Ewan Pearson

JMIR Diabetes 2025 (Mar 27); 10:e66831

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Using an Electronic Immunization Registry (Aplikasi Sehat IndonesiaKu) in Indonesia: Cross-Sectional Study

Dewi Nur Aisyah, Astri Utami, Fauziah Mauly Rahman, Nathasya Humaira Adriani, Fiqi Fitransyah, M Thoriqul Aziz Endryantoro, Prima Yosephine Hutapea, Gertrudis Tandy, Logan Manikam, Zisis Kozlakidis

Interact J Med Res 2025 (Mar 27); 14:e53849

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The Role of the Installed Base in Information Exchange Among General Practitioners in Germany: Mixed Methods Study

Tim Holetzek, Andreas Häusler, Kathrin Gödde, Michael Rapp, Jacob Spallek, Christine Holmberg

J Med Internet Res 2025 (Mar 24); 27:e65241

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Meeting Global Health Needs via Infectious Disease Forecasting: Development of a Reliable Data-Driven Framework

Ravikiran Keshavamurthy, Karl T Pazdernik, Colby Ham, Samuel Dixon, Samantha Erwin, Lauren E Charles

JMIR Public Health Surveill 2025 (Mar 21); 11:e59971

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Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance

Masab Mansoor, Andrew F Ibrahim, David Grindem, Asad Baig

JMIRx Med 2025 (Mar 19); 6:e65263

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Machine Learning to Assist in Managing Acute Kidney Injury in General Wards: Multicenter Retrospective Study

Nam-Jun Cho, Inyong Jeong, Se-Jin Ahn, Hyo-Wook Gil, Yeongmin Kim, Jin-Hyun Park, Sanghee Kang, Hwamin Lee

J Med Internet Res 2025 (Mar 18); 27:e66568

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Enhancing Patient Outcome Prediction Through Deep Learning With Sequential Diagnosis Codes From Structured Electronic Health Record Data: Systematic Review

Tuankasfee Hama, Mohanad M Alsaleh, Freya Allery, Jung Won Choi, Christopher Tomlinson, Honghan Wu, Alvina Lai, Nikolas Pontikos, Johan H Thygesen

J Med Internet Res 2025 (Mar 18); 27:e57358

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Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence

Jerry Lau, Shivani Bisht, Robert Horton, Annamaria Crisan, John Jones, Sandeep Gantotti, Evelyn Hermes-DeSantis

JMIR AI 2025 (Mar 13); 4:e55277

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