Clinical Informatics

A Novel Primary Care Planning Informatics Tool Informed by Data-Driven Multimorbidity Grouping: User-Centered Design and Feasibility Testing

Linnaea Schuttner, Karin Daniels, Srinidhi Venkatesh, Franya Hutchins, Karley Atchison, Rebecca Piegari, Timothy Bober, Xinhua Zhao, Ann-Marie Rosland

JMIR Form Res 2025 (Dec 04); 9:e75081

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Evaluation of the 2020 American Urological Association Microscopic Hematuria Guidelines in Clinical Practice: Retrospective Chart Review Analysis

Dominique Munroe, James O'Keefe, Danyang Wang, Miranda A Moore

JMIR Form Res 2025 (Dec 04); 9:e75929

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Online Clinical Calculator for Predicting 28-Day Mortality in Older Adult Patients With Sepsis-Associated Encephalopathy: Retrospective Study Using MIMIC-IV

Guangyong Jin, Menglu Zhou, Jiayi Chen, Mengyuan Diao, Wei Hu

JMIR Med Inform 2025 (Dec 04); 13:e76417

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Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV Dataset

David Fernández-Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M García-Gómez, Carlos Sáez

JMIR Med Inform 2025 (Dec 03); 13:e78309

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Patients’ Preferences Regarding Traditional Chinese Medicine for the Treatment of Chronic Obstructive Pulmonary Disease: Protocol for a Mixed Methods Study

Shaonan Liu, Tongtong Wu, Yan Yu, Yingkai Liu, Jing Wang, Xiaoli Chen, Xinfeng Guo

JMIR Res Protoc 2025 (Dec 02); 14:e75426

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Decentralized Biobanking Pathway to Precision Medicine: Futures Study

Marielle Gross, Ananya Dewan, Kennedy Sabharwal, Amanda Linkous, M Eifler, William Sanchez, Robert Miller, Mario Macis, Joshua C Rubin

J Med Internet Res 2025 (Dec 01); 27:e73965

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End User and Primary Care Physicians’ Perspectives on Digital Innovations in Dementia Risk Detection: Focus on a Digital Sleep Biomarker

Ríona Mc Ardle, Marie Poole, Sophie Horrocks, Josh King-Robson, Jonathan M Schott, David Sharp, Matthew Harrison, Louise Robinson

JMIR Aging 2025 (Dec 01); 8:e74307

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Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study

Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi, Fumihiko Kinoshita, Yasunobu Nohara, Takanori Yamashita, Yoshifumi Wakata, Tomoyoshi Takenaka, Hidehisa Soejima, Tomoharu Yoshizumi, Naoki Nakashima, Masahiro Kamouchi

JMIR Med Inform 2025 (Dec 01); 13:e71617

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Knowledge-Practice Performance Gap in Clinical Large Language Models: Systematic Review of 39 Benchmarks

Eun Jeong Gong, Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2025 (Dec 01); 27:e84120

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Hypertension Medication Recommendation via Synergistic and Selective Modeling of Heterogeneous Medical Entities: Development and Evaluation Study of a New Model

Ke Zhang, Zhichang Zhang, Yali Liang, Wei Wang, Xia Wang

JMIR Med Inform 2025 (Nov 25); 13:e74170

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Usability, Benefits, and Barriers Associated With Patients’ Access to Electronic Health Record–Integrated Telehealth in Hospitals in Riyadh: Qualitative Study

Dalia Alomar, Iliada Eleftheriou, Pauline Whelan, John Ainsworth

JMIR Form Res 2025 (Nov 25); 9:e74011

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Predicting 30-Days Hospital Readmission for Patients with Heart Failure Using Electronic Health Record Embeddings: Comparative Evaluation

Prabin Shakya, Ayush Khaneja, Kavishwar B Wagholikar

JMIR Med Inform 2025 (Nov 25); 13:e73020

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A Bilingual On-Premises AI Agent for Clinical Drafting: Implementation Report of Seamless Electronic Health Records Integration in the Y-KNOT Project

Hanjae Kim, So-Yeon Lee, Seng Chan You, Sookyung Huh, Jai-Eun Kim, Sung-Tae Kim, Dong-Ryul Ko, Ji Hoon Kim, Jae Hoon Lee, Joon Seok Lim, Moo Suk Park, Kang Young Lee

JMIR Med Inform 2025 (Nov 24); 13:e76848

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Deep Learning–Assisted Automated Diagnosis of Osteoporosis Based on Computed Tomography Scans: Systematic Review and Meta-Analysis

Aobo Wang, Ziqian Ma, Tianyi Wang, Ruiyuan Chen, Yu Xi, Qichao Wu, Shuo Yuan, Ning Fan, Peng Du, Lei Zang

J Med Internet Res 2025 (Nov 24); 27:e77155

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Leveraging Machine Learning and Robotic Process Automation to Identify and Convert Unstructured Colonoscopy Results Into Actionable Data: Proof-of-Concept Study

Elizabeth R Stevens, Jager Hartman, Paul Testa, Ajay Mansukhani, Casey Monina, Amelia Shunk, David Ranson, Yana Imberg, Ann Cote, Dinesha Prabhu, Adam Szerencsy

JMIR Med Inform 2025 (Nov 20); 13:e73504

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Evaluating the Accuracy of the Frysian Questionnaire for Differentiation of Musculoskeletal Complaints for Triage of Musculoskeletal Diseases: Algorithm Development and Validation Study

Tjardo Daniël Maarseveen, Floor Reimann, Ahmed al Hasan, Annemarie Schilder, Dan Zhang, Freke Wink, Lidy Hendriks, Rachel Knevel, Reinhard Bos

JMIR Med Inform 2025 (Nov 17); 13:e77345

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Methods for Analytical Validation of Novel Digital Clinical Measures: Implementation Feasibility Evaluation Using Real-World Datasets

Simon Turner, Lysbeth Floden, Leif Simmatis, Piper Fromy, Joss Langford, Eric J Daza, Andrew Potter, Kathleen Troeger, the STAGES cohort investigator group

J Med Internet Res 2025 (Nov 17); 27:e70314

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Named Entity Recognition for Chinese Cancer Electronic Health Records—Development and Evaluation of a Domain-Specific BERT Model: Quantitative Study

Junbai Chen, Butian Zhao, Xiaohan Tian, Zhengkai Zou, Ruojia Wang, Jiarui Wu, Songxing Du, Fengying Guo

JMIR Med Inform 2025 (Nov 14); 13:e76912

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Physicians’ Use of Electronic Health Record Data Elements and Decision Support Tools in Heart Failure Management: User-Centered Cross-Sectional Survey Study

Mohamed S Ali, Bruna Oewel, Kaitlyn M Greer, Sabah Ganai, Mark W Newman, Kelly Murdoch-Kitt, Scott L Hummel, Michael P Dorsch

JMIR Cardio 2025 (Nov 14); 9:e79239

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The Malaysian Burden of Disease Study: Protocol for Mortality, Morbidity, and Risk Factor Evaluation

Wan-Fei Khaw, Nazirah Alias, Sin Wan Tham, Kim Sui Wan, Nur Hamizah Nasaruddin, Nur Diyana Rosnan, Shubash Shander Ganapathy, Mohd Azahadi Omar

JMIR Res Protoc 2025 (Nov 14); 14:e71583

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