Ontologies, Classifications, and Coding

Developing a Thai User Interface Terminology for Systematized Nomenclature of Medicine Clinical Terms Implementation in Primary Care: Cross-Sectional Content Coverage Analysis

Nat Tangchitnob, Wanchana Ponthongmak, Boonchai Kijsanayotin, Oraluck Pattanaprateep, Sithakom Phusanti, Pongsakorn Atiksawedparit, Kamonporn Suwanthaweemeesuk, Jirayus Siangfu, Gareth J McKay, John Attia, Ammarin Thakkinstian

J Med Internet Res 2026 (Jan 26); 14(1):e80039

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Development and Evaluation of SNOMED CT Automated Mapping Tool: Advancing Terminology Standardization and Semantic Interoperability

Youngsun Park, Hannah Kang, Jiwon Kim, Soo-Yong Shin, Dosang Cho, Sang Youl Rhee, Hong Seok Park, Kyung-Jae Lee, Sungchul Bae

JMIR Med Inform 2026 (Mar 09); 14:e82670

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Harmonizing Logical Observation Identifiers Names and Codes (LOINC) Codes and Units in Real-World Oncology Data: Method Development and Evaluation

Parvati Naliyatthaliyazchayil, Travis Stenerson

JMIR Med Inform 2026 (Mar 09); 14:e81254

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Leveraging Naturalistic Driving Digital Biomarkers for Early Mild Cognitive Impairment Detection: Deep Learning Strategies

Firas Al-Hindawi, Teresa Wu, Yutong Wen, Peter Serhan, Erica Forzani, Francis Tsow, Yonas E Geda

JMIR Med Inform 2026 (Mar 06); 14:e83622

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Digitally Assisted Clinical Decision-Making in Traditional Chinese Medicine: Comparative Study of 5 Large Language Models

Weiwei Liu, Shuchang Miao, Qun Ma, Yuxin Li, Yinxiang Deng, Xiaoqiu Wang, Xinwei Zhang, Nuosha Ma, Hanchi Miao, Yang Si, Qingxia Shi, Lin Zhu, Hongtao Shang, Yue Wang

JMIR Form Res 2026 (Mar 02); 10:e80167

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Temporal Annotation of German Clinical Language in Real and Synthetic Clinical Documents: Corpus Development and Baseline Tagger Validation Study

Luise Modersohn, Udo Hahn

J Med Internet Res 2026 (Feb 25); 28:e71458

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Large Language Models for Health Care Text Classification: Systematic Review

Hajar Sakai, Sarah S Lam

JMIR AI 2026 (Feb 11); 5:e79202

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Developing a Multimodal Screening Algorithm for Mild Cognitive Impairment and Early Dementia in Home Health Care: Protocol for a Cross-Sectional Case-Control Study Using Speech Analysis, Large Language Models, and Electronic Health Records

Maryam Zolnoori

JMIR Res Protoc 2026 (Feb 02); 15:e82731

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Extended Grammar of Systematized Nomenclature of Medicine – Clinical Terms for Semantic Representation of Clinical Data: Methodological Study

Christophe Gaudet-Blavignac, Julien Ehrsam, Monika Baumann, Adel Bensahla, Mirjam Mattei, Yuanyuan Zheng, Christian Lovis

J Med Internet Res 2026 (Jan 28); 28:e80314

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Multi-Evidence Clinical Reasoning With Retrieval-Augmented Generation for Emergency Triage: Retrospective Evaluation Study

Hang Sheung Wong, Tsz Kwan Wong

JMIR Med Inform 2026 (Jan 26); 14:e82026

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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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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

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A Proposed Taxonomy to Holistically Classify Employee Mental Health Programs: Qualitative Taxonomy Development Study

Benedict Sevov, Robin Huettemann, Maximillian Zinner, Sven Meister, Leonard Fehring

Interact J Med Res 2025 (Dec 18); 14:e67752

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Application of Machine Learning to Auto-Code Injury Data in the e-CHIRPP System: Development and Evaluation Study

Shamir N Mukhi, Steven R McFaull, Wendy Thompson, Tim Beattie

Online J Public Health Inform 2025 (Dec 17); 17:e69143

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Large Separable Kernel Attention–Driven Multidimensional Feature Cross-Level Fusion Classification Network of Knee Cartilage Injury: Algorithm Development and Validation

Lirong Zhang, Hang Yu, Yating Yang

JMIR Med Inform 2025 (Dec 17); 13:e79748

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Noise-Resilient Bioacoustics Feature Extraction Methods and Their Implications on Audio Classification Performance: Systematic Review

Geofrey Owino, Bernard Shibwabo

JMIR Biomed Eng 2025 (Dec 16); 10:e80089

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Obtaining Patient-Reported Outcome Data via a Home Patient Monitoring App: Development, Implementation, and Validation of Novel Interface Terminology

Lucia Sacchi, Giordano Lanzola, Silvana Quaglini, Nicole Veggiotti, Silvia Panzarasa, Valentina Tibollo, Matteo Terzaghi, Itske Fraterman, Savannah Glaser, Manuel Ottaviano, Vadzim Khadakou, Vitali Hisko, Mor Peleg, Sofie Wilgenhof, Henk Mallo, Alexandra Kogan, David Glasspool, Stephanie Medlock, Laura Del Campo, Matteo Gabetta, Mimma Rizzo, Laura Deborah Locati, Paola Gabanelli, Sara Demurtas, Andrea Premoli, Szymon Wilk

JMIR Mhealth Uhealth 2025 (Dec 11); 13:e65504

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Digital Biomarkers of Cytokine Release Syndrome: Scoping Review and Ontology Development of the Role and Relevance of Digital Measures Using a Mixed Methods Approach

Christopher J Medberry, Charlotte Zoe Angel, Ashita S Batavia, Sarah Bradley, Nunzio Camerlingo, Melinda Chen, Mohamed Datoo, Premal Kamdar, Erik Koenig, Lieke Kusters, Celine Marquez, Ujwani Nukala, Michael Pettinati, Ruth Phillips, Daniel P Sanchez, Nazila Shafagati, Jenifer Siegelman, Mark Stewart, Cindy Varga, Benjamin Vandendriessche, Matt Wilkes, Dana L Wolff-Hughes, David Zahavi, Sylvain Zorman, Samantha J McClenahan

J Med Internet Res 2025 (Dec 11); 27:e71956

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Large Language Model Evaluation in Traditional Chinese Medicine for Stroke: Quantitative Benchmarking Study

Hulin Long, Yang Deng, Yaoguang Guo, Zifan Shen, Yuzhu Zhang, Ji Bao, Yang He

JMIR Form Res 2025 (Dec 11); 9:e81545

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Information Extraction of Doctoral Theses Using Two Different Large Language Models vs Health Services Researchers: Development and Usability Study

Jonas Cittadino, Pia Traulsen, Teresa Schmahl, Larisa Wewetzer, Julia Cummerow, Kristina Flägel, Christoph Strumann, Katja Goetz, Jost Steinhäuser

JMIR Form Res 2025 (Dec 10); 9:e77707

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