Clinical Information and Decision Making

Machine Learning Prediction Models for Preeclampsia: Systematic Review and Meta-Analysis

Lu Liu, Qixuan Zhu, Yichi Zong, Xueyuan Chen, Wei Zhang, Jun Wang

J Med Internet Res 2026 (Jan 19); 28:e78714

Download Citation: END BibTex RIS

Surrogate Decision-Making by Family Caregivers for Hyperthermic Intraperitoneal Chemotherapy in Gastric Cancer: Qualitative Study in a High-Volume Chinese Center

Zheng-Ke-Ke Tan, Dan-Ni Li, Kui Jia, Wen-Zhen Tang, Xin Chen, Li Yang

JMIR Cancer 2026 (Jan 19); 12:e80471

Download Citation: END BibTex RIS

Development of Quality Indicators for the Correct Use of Electronic Medical Records in Primary Care: Modified Delphi Study

Rico Paridaens, Steve Van den Bulck, Michel De Jonghe, Benjamin Fauquert, Liesbeth Meel, Willem Raat, Bert Vaes

JMIR Med Inform 2026 (Jan 19); 14:e80057

Download Citation: END BibTex RIS

How to Evaluate the Accuracy of Symptom Checkers and Diagnostic Decision Support Systems: Symptom Checker Accuracy Reporting Framework (SCARF)

Marvin Kopka, Markus A Feufel

JMIR Hum Factors 2026 (Jan 16); 13:e76168

Download Citation: END BibTex RIS

Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Eric Pulick, Kyle A Carey, Tonela Qyli, Madeline K Oguss, Jamila K Picart, Leena Penumalee, Lily K Nezirova, Sean T Tully, Emily R Gilbert, Nirav S Shah, Urmila Ravichandran, Majid Afshar, Dana P Edelson, Yonatan Mintz, Matthew M Churpek

JMIR AI 2026 (Jan 16); 5:e81642

Download Citation: END BibTex RIS

The Diagnostic Value of Image-Based Machine Learning for Osteoporosis: Systematic Review and Meta-Analysis

Rui Zhao, Haolin Yang, Yangbo Li, Xiaoyun Li, Zhijie Yang, Yanping Lin, Jiachun Huang, Lei Wan, Hongxing Huang

J Med Internet Res 2026 (Jan 16); 28:e75965

Download Citation: END BibTex RIS

Developing a Suicide Risk Prediction Algorithm Using Electronic Health Record Data in Mental Health Care: Real-World Case Study

Linda Hummel, Karin C A G Lorenz-Artz, Joyce J P A Bierbooms, Inge M B Bongers

JMIR Med Inform 2026 (Jan 14); 14:e74240

Download Citation: END BibTex RIS

Effectiveness of Machine Learning in Detecting Vessels Encapsulating Tumor Clusters in Hepatocellular Carcinoma: Systematic Review and Meta-Analysis

Huili Shui, Wenyu Wu, Zhenming Xie, Bing Yang, Jia Deng, Dongxin Tang

J Med Internet Res 2026 (Jan 14); 28:e82839

Download Citation: END BibTex RIS

Neutrophil Percentage–to-Albumin Ratio as a Novel Prognostic Biomarker in Adult Diffuse Gliomas: Retrospective Study Integrating 3 Machine Learning Models and Cox Regression

Congcong Zhu, Jiyang An, Lili Zhou

JMIR Med Inform 2026 (Jan 13); 14:e79945

Download Citation: END BibTex RIS

Assessment of the Diagnostic Performance and Clinical Impact of AI in Hepatic Steatosis: Systematic Review and Meta-Analysis

Jiamei Song, Dan Liu, Jitong Li, Haoru Cong, Ruixue Deng, Yihan Lu, Jiayi Sun, Jingzhou Zhang

J Med Internet Res 2026 (Jan 13); 28:e78310

Download Citation: END BibTex RIS

Early Prediction of Cardiac Arrest Based on Time-Series Vital Signs Using Deep Learning: Retrospective Study

Yong Li, Lei Lv, Xia Wang

JMIR Form Res 2026 (Jan 09); 10:e78484

Download Citation: END BibTex RIS

Artificial Intelligence in Diabetic Kidney Disease Research: Bibliometric Analysis From 2006 to 2024

Xingyuan Li, Liming Xiao, Fenghao Yang, Fang Liu

JMIR Diabetes 2026 (Jan 09); 11:e72616

Download Citation: END BibTex RIS

Technologies, Clinical Applications, and Implementation Barriers of Digital Twins in Precision Cardiology: Systematic Review

Fatemeh Sarani Rad, Ehsan Bitaraf, Maryam Jafarpour, Juan Li

JMIR Cardio 2026 (Jan 08); 10:e78499

Download Citation: END BibTex RIS

Developing an AI-Assisted Tool That Identifies Patients With Multimorbidity and Complex Polypharmacy to Improve the Process of Medication Reviews: Qualitative Interview and Focus Group Study

Aseel S Abuzour, Samantha A Wilson, Alan A Woodall, Frances S Mair, Asra Aslam, Andrew Clegg, Eduard Shantsila, Mark Gabbay, Michael Abaho, Danushka Bollegala, Harriet Cant, Alan Griffiths, Layik Hama, Gary Leeming, Emma Lo, Simon Maskell, Maurice O'Connell, Olusegun Popoola, Sam Relton, Roy A Ruddle, Pieta Schofield, Matthew Sperrin, Tjeerd Van Staa, Iain Buchan, Lauren E Walker

J Med Internet Res 2026 (Jan 08); 28:e74304

Download Citation: END BibTex RIS

Reliability of Large Language Model Generated Clinical Reasoning in Assisted Reproductive Technology: Blinded Comparative Evaluation Study

Dou Liu, Ying Long, Sophia Zuoqiu, Di Liu, Kang Li, Yiting Lin, Hanyi Liu, Rong Yin, Tian Tang

J Med Internet Res 2026 (Jan 08); 28:e85206

Download Citation: END BibTex RIS

Linking Patient-Reported and Clinician-Assessed Wound Status via Chatbot-Based Digital Surveillance for Wound Infection: Retrospective Observational Study

Yung-Cheng Su, Yu-Hsien Lin, Ming-Yuan Huang

JMIR Form Res 2026 (Jan 08); 10:e77685

Download Citation: END BibTex RIS

Deep Learning for Dynamic Prognostic Prediction in Minimally Invasive Surgery for Intracerebral Hemorrhage: Model Development and Validation Study

Jingxuan Wang, Jian Shi, Qing Ye, Danyang Chen, Yuhao Sun, Chao Pan, Yingxin Tang, Ping Zhang, Zhouping Tang

JMIR Med Inform 2026 (Jan 07); 14:e86327

Download Citation: END BibTex RIS

Development and Validation of a Generative Artificial Intelligence-Based Pipeline for Automated Clinical Data Extraction From Electronic Health Records: Technical Implementation Study

Marvin N Carlisle, William A Pace, Andrew W Liu, Robert Krumm, Janet E Cowan, Peter R Carroll, Matthew R Cooperberg, Anobel Y Odisho

JMIR Bioinform Biotech 2026 (Jan 06); 7:e70708

Download Citation: END BibTex RIS

Impact of Age on Hospital Outcomes Following Minimally Invasive Posterior Lumbar Interbody Fusion: Retrospective Analysis of the Nationwide Inpatient Sample Database from 2016 to 2020

Yu-Jun Lin, Fu-Yuan Shih, Jin-Fu Huang, Chun-Wei Ting, Yu-Chin Tsai, Lin Chang, Yu-Hua Huang, Ming-Jung Chuang

JMIR Med Inform 2026 (Jan 06); 14:e76424

Download Citation: END BibTex RIS

Automated Classification of Lymphoma Subtypes From Histopathological Images Using a U-Net Deep Learning Model: Comparative Evaluation Study

Jin Zhao, Xiaolian Wen, Li Ma, Liping Su

JMIR Med Inform 2026 (Jan 06); 14:e72679

Download Citation: END BibTex RIS