Applications of AI

Articles published in 2026 in this theme: 115 (scroll down to load remaining articles)

2026

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Online Sepsis Prediction Using Vital Signs and Multiscale Temporal-Aware Contrastive Learning: Model Development and Validation Study

Xiaoqiong Yang, Zezhong Lv, Hanming Lv, Qianyi Zhou, Wei Jiang, Ziqun Meng, Wenjie Yang

JMIR Med Inform 2026 (Jun 19); 14:e82762

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Performance of Zero-Shot Classifiers for Categorizing RCT Abstracts by Intervention Type: Validation Study

Diana Buitrago-Garcia, Delphine S Courvoisier, Sami Capderou, Michele Iudici, Denis Mongin

JMIR Med Inform 2026 (Jun 18); 14:e77943

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Applications of DeepSeek in Medicine: Bibliometric Analysis and Scoping Review

Haoran Zhang, Dawei Wang, Yanliang Xu, Shuming Han, Guangxin Wang

J Med Internet Res 2026 (Jun 15); 28:e93354

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AI-Assisted Systematic Literature Review of the Economic Burden of Pneumococcal Disease: Development and Validation Study

Dong Wang, Surabhi Datta, Julie Glasgow, Kyeryoung Lee, Hunki Paek, Jun Zhang, Long He, Majid Rastegar-Mojarad, Kelsie Cassell, Xiaoyan Wang, Nicole Cossrow, Yi-Ling Huang, Yi Zheng

JMIR AI 2026 (Jun 15); 5:e81049

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Embodied Intelligence Applications in Health Care Populations: Scoping Review

Wan Shu, Ying Zhou, Erhong Sun, Lei Deng, Xuchun Ye

J Med Internet Res 2026 (Jun 12); 28:e83871

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Patient Cognitive Bias in Large Language Model–Supported Health Consultations: Simulation-Based Comparative Study

Yi Zuo, Qifeng Wan, Shalong Wang

J Med Internet Res 2026 (Jun 11); 28:e85770

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AI-Powered Resting 12-Lead Electrocardiogram Algorithm for Predicting Low Peak Oxygen Consumption: Development and Validation Study

Shu-Chun Huang, Tieh-Cheng Fu, Michelle Liou, Yu-Chieh Huang, Sing-Ya Chang, Guan-Yi Huang, Hong-Ren Su

JMIR Med Inform 2026 (Jun 11); 14:e81105

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A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study

Arifa Zahir, Jaehong Yu, Jin-Sun Jun, Kiwon Park, Ryul Kim, Hyundoo Jeong

JMIR Med Inform 2026 (Jun 11); 14:e94063

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Automated Machine Learning Frameworks for Radiomics: Comparative Evaluation Study

Jose Lozano-Montoya, Emilio Soria-Olivas, Almudena Fuster-Matanzo, Angel Alberich-Bayarri, Ana Jimenez-Pastor

JMIR Form Res 2026 (Jun 11); 10:e91492

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Machine Learning for Intraoperative Bleeding Prediction in Patients Undergoing Surgery: Scoping Review

Shiqiong Yan, Ping Zhang, Sijia Xie, Huan Hu, Yi Gao, Linli Xie, Jie Jing, Wanwan Qiao

JMIR Med Inform 2026 (Jun 10); 14:e80930

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Enhanced Diagnosis of Generalized Pustular Psoriasis With the Legit.Health Device as a Diagnosis Support Tool: Multireader Multicase Study

Alfonso Medela, Antonio Martorell, Juan Semeco, Gurpreet Singh Chowdhry, Taig Mac Carthy, Andy Aguilar, Alberto Sabater, Ignacio Hernández Montilla

JMIR Dermatol 2026 (Jun 10); 9:e82030

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Large Language Model–Based Simplification of Digital Therapeutics Explanations for Insomnia and Nicotine Dependence: Two Randomized Online Experiments

JunYoung Seo, Moses Yook, Dai Jin Kim, JunHee Lee, Jae Hyun Yoo, GiHwan Byeon, In Young Choi

JMIR Hum Factors 2026 (Jun 10); 13:e89451

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Simulated Reasoning and Self-Verification for Psychiatric Diagnosis in Generalist Large Language Models: Comparative Evaluation

Karthik V Sarma, Kaitlin E Hanss, Andrew J M Halls, Daniel F Becker, Anne L Glowinski, Andrew D Krystal

JMIR AI 2026 (Jun 08); 5:e83927

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Supervised Fine-Tuning of Large Language Models With Chain-of-Thought Reasoning for Pediatric Heart Disease Detection in Unstructured Echocardiogram Reports: Algorithm Development and Validation

Haoming Shi, Justin B Long, Michael C Fiedorek, Hannah D Kilday, Henry P Foote, Christoph P Hornik, Aditya Nagori, Yifan Xiang, Rishikesan Kamaleswaran

JMIR Form Res 2026 (Jun 08); 10:e90968

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AI Chatbot Answers for Drug Dosing Adjustments According to Renal Function in Geriatric Patients Using the New Scoring System (AI Quality Output Score): Cross-Sectional Study

Celine Barbonus, Ralf Sultzer, Thilo Bertsche

JMIR AI 2026 (Jun 05); 5:e87803

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Performance Evaluation of GPT-5, Grok 4, and DeepSeek R1 in Interpreting Complete Blood Count Reports for Hematologic Diseases: Retrospective Comparative Study

Xianfei Ye, Xinglun Qi, Lina Fan, Qian Yu, Suming Zhou, Chunyun Ren, Dagan Yang

J Med Internet Res 2026 (Jun 05); 28:e87802

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Physical Attractiveness and Chances of Being Invited to Interview With a Medical Residency Program: Retrospective Cohort Study

Daria Hunter, Luke Hunter, David Kerner, Aidan Mullan, Derek Vanmeter, Ivan Khapov, Alexander Finch, Sara Hevesi, Ivan Porter II, Colin West, James Homme

JMIR Med Educ 2026 (Jun 04); 12:e81052

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Performance of Vision-Enabled Large Language Models in Image-Based Electrocardiogram Interpretation: Exploratory Evaluation

Nibras Soubh, Eva Rasenack, Helge Haarmann, Felix Wiedmann, Markus Zabel, Constanze Schmidt, Rayan Suliman, Leonard Bergau

J Med Internet Res 2026 (Jun 03); 28:e86692

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Development and Interpretability Analysis of a Stacking Ensemble Model for Early Prediction of Nutritional Risk in Intensive Care Unit Patients: Retrospective Cohort Study

Xu Zhang, An Fang, Pei Lou, Kuanda Yao, Tianci Huang, Jiahui Hu

JMIR Med Inform 2026 (Jun 03); 14:e77872

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Improving Vancomycin Therapeutic Drug Monitoring With a Deep Learning–Based Two-Compartment Predictive Model: Development and Validation Study

Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi

JMIR AI 2026 (Jun 01); 5:e81103

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