2026

Large Language Model–Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review

Dongliang Li, Syaheerah Lebai Lutfi

JMIR Med Inform 2026 (Jan 02); 14:e79039

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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

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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

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Development of Venous Thromboembolism Risk Prediction Models Based on Whole Blood Gene Expression Profiling Using 20 Machine Learning Algorithms: Comprehensive Analysis Study

Yedong Huang, Xiaoyun Chen, Guannan Bai, Yajun Zhao, Dapeng Kuang, Lin Zhang, Wei Lu

JMIR Med Inform 2026 (Jan 16); 14:e75565

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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

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Large Language Models in Patient Health Communication for Atherosclerotic Cardiovascular Disease: Pilot Cross-Sectional Comparative Analysis

Pengfei Li, Yinfei Xu, Xiang Liu, Zhean Shen, Yi Wang, Xinyi Lv, Ziyi Lu, Hui Wu, Jiaqi Zhuang, Yan Chen

JMIR Med Inform 2026 (Jan 07); 14:e81422

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Applicability of Existing Gender Scores for German Clinical Research Data: Scoping Review and Data Mapping

Lea Schindler, Hilke Beelich, Elpiniki Katsari, Daniele Liprandi, Sylvia Stracke, Dagmar Waltemath

JMIR Med Inform 2026 (Jan 08); 14:e74162

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Large Language Model–Enabled Editing of Patient Audio Interviews From “This Is My Story” Conversations: Comparative Study

Bikram Bains, Sampath Rapuri, Edgar Robitaille, Jonathan Wang, Arnav Khera, Catalina Gomez, Eduardo Reyes, Cole Perry, Jason Wilson, Elizabeth Tracey

JMIR Med Inform 2026 (Jan 09); 14:e80205

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Ethical Imperatives for Retrieval-Augmented Generation in Clinical Nursing: Viewpoint on Responsible AI Use

Xinyi Tu, Chenghao Shi, Peilin Qian, Lizhu Wang

JMIR Med Inform 2026 (Jan 09); 14:e79922

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Exploring Factors Associated With the Stalled Implementation of a Ground-Up Electronic Health Record System in South Africa: Qualitative Insights From the E-Tick Case Study Using the Consolidated Framework for Implementation Research (CFIR)

Campion Zharima, Frances Griffiths, Jane Goudge

JMIR Med Inform 2026 (Jan 12); 14:e73831

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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

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Large Language Models for Psychiatric Diagnosis Based on Multicenter Real-World Clinical Records: Comparative Study

Maoqian Sun, Jia Yu, Zhuhong Long, Yun Yang, Tao Xiao, Jiaquan Liang, Jun Feng, Huaili Deng, Guoping Huang

JMIR Med Inform 2026 (Jan 13); 14:e77699

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Nomograms Based on X-Ray Radiomics for Predicting Pain Progression in Knee Osteoarthritis Using Data From the Foundation for the National Institutes of Health: Development and Validation Study

Yingwei Sun, Jing Liu, Chunbo Deng, Chengbao Peng, Shinong Pan, Xueyong Liu

JMIR Med Inform 2026 (Jan 14); 14:e78338

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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

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Mild Cognitive Impairment Detection System Based on Unstructured Spontaneous Speech: Longitudinal Dual-Modal Framework

Yu-Shan Liao, Thiri Wai, Ting-Yun Liao, Ho-Ling Chang, Yu-Ling Chang, Li-Chen Fu

JMIR Med Inform 2026 (Jan 15); 14:e80883

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Prompting and Fine-Tuning Large Language Models for Parkinson Disease Diagnosis: Comparative Evaluation Study Using the PPMI Structured Dataset

Hyun-Ji Shin, Young Jin Jeong, Sungmin Jun, Do-Young Kang

JMIR Med Inform 2026 (Jan 15); 14:e77561

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