Machine Learning

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Articles published in 2026 in this theme: 338 (scroll down to load remaining articles)

2026

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AI for Prognosis Among People Living With HIV: Protocol for a Systematic Review and Meta-Analysis

Degninou Yehadji, Markus Hofmann, Petros Isaakidis, Smaila Alidou, Olushina Ayo Junior Ale, Kofivi Mawouko Yena, Kodjo Guidigan, Geraldine Gray, Nadjime Pindra, Gayo Diallo

JMIR Res Protoc 2026 (Aug 18); 15:e91989

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Value of AI in Critical Care Using Real-World Evidence on Intensive Care Unit Mortality Prediction: Cost-Utility Analysis

Gyeong Min Lee, Joo-Yun Won, Eun Young Cho, Ji-Hyun Kim, Kyung Soo Chung, Kwang Joon Kim, Seok Jin Yun, Hyun Jun Lee, Jae-Hyun Kim

J Med Internet Res 2026 (Aug 18); 28:e93466

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Factors Influencing Nursing Internship Students’ Readiness to Use AI: Cross-Sectional Study Using Neural Network Analysis

Sameer A Alkubati, Wesam T Almagharbeh, Talal A Alqalah, Basma Salameh, Hamdan Albaqawi, Awatif M Alrasheeday, Abdulhafith Alharbi, Layla Alshammari, Bushra Alshammari, Eddieson Pasay-an, Anwar Abdulkareem, Shimmaa Mohammed Elsayed

JMIR Nursing 2026 (Aug 18); 9:e92533

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AI Applied to Formulation Design, Process Optimization, and Quality Control in 3D Printed Drug Products: Protocol for a Scoping Review

Patricia Garcia Ferreira, Caroline Deckmann Nicoletti, Vitor Francisco Ferreira, Tácio de Mendonça Lima

JMIR Res Protoc 2026 (Aug 18); 15:e98251

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Predicting Critical Outcomes in Suspected Cardiopulmonary Emergencies Using Dispatch Narratives: Temporal Validation Study

Zhe Li, Chunting Luo, Lei Shi, Siqi Huang, Jianmin Qin, Min Yao, Sanshan Zhu, Zhengzhuang Huang, Yinghua Nong, Guozheng Qiu, Liwen Lyu

J Med Internet Res 2026 (Aug 14); 28:e97672

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Cross-Silo Federated Learning for Predicting Successful Mechanical Ventilation Weaning Across 5 Intensive Care Unit Databases: Retrospective Database Analysis

Seyedmostafa Sheikhalishahi, Mathias Kaspar, Johanna Schwinn, Matthaeus Morhart, Philipp Simon, Ludwig Christian Hinske

JMIR Med Inform 2026 (Aug 14); 14:e79713

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Large Language Model Simplification of Open Access Pediatric Strabismus Literature: Cross-Sectional Validation of Readability and Clinical Fidelity

Mingming Jiang, Mingming Zhou, Xiaomei Wan, Jing Zhang

JMIR Form Res 2026 (Aug 14); 10:e91572

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Dynamic Lactate-to-Albumin Ratio Trajectories and Outcomes in Sepsis-Associated Acute Kidney Injury: Evidence From MIMIC-IV and a Multicenter Chinese Cohort

Fei Li, Xiaoxia Guo, Yunhao Li, Jin Zhang, Jingyi Wang, Pengchao Tian, Xi Zheng, Lifeng Huang, Yue Zheng, Wenxiong Li, Na Cui

JMIR Med Inform 2026 (Aug 14); 14:e92838

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Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024

Clémentine Bleuze, Karën Fort, Vincent P Martin, Aurélie Névéol

JMIR AI 2026 (Aug 13); 5:e88082

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Real-World Barriers to and Facilitators of Implementing AI-Based Clinical Decision Support Systems: Scoping Review

Emma Bogner, Abby Thomas, Bishnu Bajgain, Cody van Rassel, Khara Sauro, Joon Lee

JMIR Med Inform 2026 (Aug 13); 14:e89834

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A Machine Learning–Based Model to Predict Overactive Bladder Risk Among US Women: Evidence From the National Health and Nutrition Examination Survey 2011-2018

Guoqiang Huang, Shuangquan Lin

JMIR Med Inform 2026 (Aug 12); 14:e80133

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Critical Care–Specific vs General-Purpose Large Language Models in Emergency Intensive Care Unit Diagnosis: Single-Center Retrospective Paired Comparative Study

Lihong Zheng, Xiaolu Liu, Zeyu Lin, Zhao Fan, Zhong He, Junjie Xu, Lu Yin

J Med Internet Res 2026 (Aug 11); 28:e98026

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Computable Phenotype for Identifying Undiagnosed Hypermobile Ehlers-Danlos Syndrome: Protocol for a Development and Validation Study

Mohammad Arvan, Rebecca T Feinstein, Nathan J Rudin, Michelle Nichols

JMIR Res Protoc 2026 (Aug 11); 15:e91647

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Application of Large Language Models in Chronic Disease Care: Mixed Methods Systematic Review and Thematic Synthesis

Linghui Zhang, Panpan Huai, Rui Xu, Jingjing Sun, Ruihua Jin, Huimei Lv

J Med Internet Res 2026 (Aug 11); 28:e90744

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Evaluating Retrieval-Augmented Large Language Models on Anesthesiology Board-Style Questions: Benchmark Study

Nguyen Quang Phuong, Shanq-Jang Ruan, Pei-Fu Chen

JMIR Form Res 2026 (Aug 11); 10:e97902

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A Machine Learning Pipeline to Analyze Global Sentiment and Factors Influencing Retinoblastoma Treatment Hesitancy: Observational Infodemiology Study

Emily S Wong, Richard W Choy, Esther W Tang, Yuzhou Zhang, Xiu Juan Zhang, Linbin Zhou, Wai Kit Chu, Li Jia Chen, Clement C Tham, Chi Pui Pang, Jason C Yam

J Med Internet Res 2026 (Aug 11); 28:e73364

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Social Media Reactions to Sex Toy Criminalization in Ghana: Cross-Sectional Sentiment and Text Network Analysis

Anthony Senanu Agbeve, Celestin Niyomugabo, Celestin Hakizimana, Daniel Yaw Fiaveh, Amanda Yad-El Ugboji, Caroline Pukall, Martina Anto-Ocrah

JMIR Infodemiology 2026 (Aug 11); 6:e91422

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Neurobiosensory and Visual Patterns of Attentional and Emotional Functioning in Children Using Machine Learning: Cross-Sectional Study

Ana Paula Azevedo, Andreia Sousa, Marta Evangelista, Ana Veloso, M Graça Pereira

JMIR Pediatr Parent 2026 (Aug 10); 9:e90041

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Unimodal and Multimodal Deep Learning for Pressure Injury Identification: Scoping Review

Yingxue Sun, Congcong Liu, Ji-cheng Zhang, Zhengang Wei, Zhenfeng Zhou, Chunmei Fan, Fangyan Yue

JMIR Med Inform 2026 (Aug 10); 14:e91048

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