Ontologies, Classifications, and Coding

AI-Powered Thermography for Diabetic Foot Risk Stratification: Multicenter Cross-Sectional Study

Meshari F Alwashmi, Mustafa alghali, Waseem Abu-Ashour, Abdullah Mohammed Arabe, Abdullah Al Soheimi, Nasibh Abdulrahman Alharbi, Hani Mohammed Badahdah

JMIR Form Res 2025 (Nov 27); 9:e81289

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Toward a Personalized Basal Tuner for Detecting Basal Rate Inaccuracies in Type 1 Diabetes Mellitus Without Meal Data: Algorithm Development and Retrospective Validation Study

Daniel Gasca Garcia, Hood Thabit, Paul W Nutter, Simon Harper

JMIR Diabetes 2025 (Nov 26); 10:e72769

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Challenges in Developing a Patient-Reported Symptom-Based Risk Stratification System for Suspected Head and Neck Cancer: Protocol for a Qualitative Case Study

Chinasa Odo, Joanne Patterson, Nikki Rousseau, Vinidh Paleri, Rebecca Randell

JMIR Res Protoc 2025 (Nov 25); 14:e74262

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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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Assessing Data Quality in Heterogeneous Health Care Integration: Simulation Study of the AIDAVA Framework

Jens Declerck, Ömer Durukan Kılıç, Ensar Emir Erol, Shervin Mehryar, Dipak Kalra, Isabelle de Zegher, Remzi Celebi

JMIR Med Inform 2025 (Nov 12); 13:e75275

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Generative Models and Sentence Transformers for the Recognition and Normalization of Continuous and Discontinuous Phenotype Mentions: Model Development and Evaluation

Areej Alhassan, Viktor Schlegel, Monira Aloud, Riza Batista-Navarro, Goran Nenadic

JMIR Med Inform 2025 (Nov 05); 13:e68558

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Aiding Large Language Models Using Clinical Scoresheets for Neurobehavioral Diagnostic Classification From Text: Algorithm Development and Validation

Kaiying Lin, Abdur Rasool, Saimourya Surabhi, Cezmi Mutlu, Haopeng Zhang, Dennis P Wall, Peter Washington

JMIR AI 2025 (Oct 21); 4:e75030

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Validation of Telehealth Outcome Categories for Patient Safety: Systematic Literature Review

Sari Palojoki, Lasse Lehtonen, Riikka Vuokko

JMIR Med Inform 2025 (Oct 16); 13:e75486

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Large Language Models for Automating Clinical Trial Criteria Conversion to Observational Medical Outcomes Partnership Common Data Model Queries: Validation and Evaluation Study

Kye Hwa Lee, Sujung Jang, Grace Juyun Kim, Sukyoung Park, Doeun Kim, Oh Jin Kwon, Jae-Ho Lee, Young-Hak Kim

JMIR Med Inform 2025 (Oct 16); 13:e71252

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Large Language Model–Enhanced Drug Repositioning Knowledge Extraction via Long Chain-of-Thought: Development and Evaluation Study

Hongyu Kang, Jiao Li, Li Hou, Xiaowei Xu, Si Zheng, Qin Li

JMIR Med Inform 2025 (Oct 07); 13:e77837

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Taxonomy Portraits: Deciphering the Hierarchical Relationships of Medical Large Language Models

Radha Nagarajan, Vanessa Klotzman, Midori Kondo, Sandip Godambe, Adam Gold, John Henderson, Steven Martel

JMIR Med Inform 2025 (Oct 07); 13:e72918

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YOLOv12 Algorithm-Aided Detection and Classification of Lateral Malleolar Avulsion Fracture and Subfibular Ossicle Based on CT Images: Multicenter Study

Jiayi Liu, Peng Sun, Yousheng Yuan, Zihan Chen, Ke Tian, Qian Gao, Xiangsheng Li, Liang Xia, Jun Zhang, Nan Xu

JMIR Med Inform 2025 (Oct 03); 13:e79064

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Identification of Syndrome Types in Patients With Pancreatic Cancer From Free Text in Electronic Medical Records: Model Development and Validation

He Ba, Haojie Du, Chienshan Cheng, Yuan Zhang, Linjie Ruan, Zhen Chen

JMIR Form Res 2025 (Oct 03); 9:e70602

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Severity Classification of Anxiety and Depression Using Generalized Anxiety Disorder Scale and Patient Health Questionnaire: National Cross-Sectional Study Applying Classification and Regression Tree Models

Andre Faro, Julian Tejada, Wael Al-Delaimy

JMIR Public Health Surveill 2025 (Sep 30); 11:e72591

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Identifying and Reducing Stigmatizing Language in Home Health Care With a Natural Language Processing–Based System (ENGAGE): Protocol for a Mixed Methods Study

Zhihong Zhang, Pallavi Gupta, Stephanie Potts-Thompson, Laura Prescott, Morgan Morrison, Scott Sittig, Margaret V McDonald, Chase Raymond, Jacquelyn Y Taylor, Maxim Topaz

JMIR Res Protoc 2025 (Sep 25); 14:e69753

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Large Language Model–Supported Identification of Intellectual Disabilities in Clinical Free-Text Summaries: Mixed Methods Study

Aleksandra Edwards, Antonio F Pardiñas, George Kirov, Elliott Rees, Jose Camacho-Collados

JMIR AI 2025 (Sep 18); 4:e72256

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Neural Activity Disparities in Deficiency and Excess Patterns of Depression: Protocol for a Systematic Review and Meta-Analysis

Liling Chen, Xinyu Jia, Jianjun Wang, Liling Li, Jianxiang Chen, Songjun Lin, Haotao Zheng, Xinbei Li, Xiude Qin, Lanying Liu, Hanqing Lyu

JMIR Res Protoc 2025 (Sep 18); 14:e68996

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Leveraging GPT-4o for Automated Extraction and Categorization of CAD-RADS Features From Free-Text Coronary CT Angiography Reports: Diagnostic Study

Youmei Chen, Mengshi Dong, Jie Sun, Zhanao Meng, Yiqing Yang, Abudushalamu Muhetaier, Chao Li, Jie Qin

JMIR Med Inform 2025 (Sep 10); 13:e70967

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Predicting Unplanned Readmission Risk in Patients With Cirrhosis: Complication-Aware Dynamic Classifier Selection Approach

Zixin Shi, Linjun Huang, Xiaomei Xu, Kexue Pu, Qingpeng Zhang, Haolin Wang

JMIR Med Inform 2025 (Sep 10); 13:e63581

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The Art of the Special Interest: Lexicon-Based Analysis of Longitudinal Changes in Language Patterns Among Neurodiverse Youth Designing Special Interest–Related Digital Art

Celeste Campos-Castillo, Elise Atkinson, Uta Nishii

J Med Internet Res 2025 (Sep 08); 27:e59976

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