Machine Learning

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Articles published in 2026 in this theme: 370 (scroll down to load remaining articles)

2026

Doctor explains kidney health data on tablet to patient

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Evaluating a Guideline-Integrated Clinical Interaction Framework Vs a Standard Large Language Model Interaction for Dietary Recommendations in Recurrent Urolithiasis: In Silico Study

Xiaofeng Wang, Jun Li, Yudong Hu, Yujie Chen, Yong Zhong, Faming Zhu, Ye Yuan, Fan Yang, Jin Ye

J Med Internet Res 2026 (Sep 04); 28:e95162

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Two nurses in blue scrubs reviewing patient chart on computer

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Nursing Process Data for Health Care Cost Prediction Using Machine Learning: Longitudinal Study

María Consuelo Company-Sancho, Víctor M González-Chordá, María Isabel Orts-Cortés

JMIR Nursing 2026 (Sep 04); 9:e93638

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Doctors analyze complex data on a large digital screen, showing DNA and molecular structures.

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Diagnostic Performance of Machine Learning for Systemic Lupus Erythematosus: Systematic Review and Meta-Analysis

Bingduo Wang, Zichao Wang, Yang Liu, Fangfang Ge

J Med Internet Res 2026 (Sep 04); 28:e90209

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Woman using smartphone while preparing fresh vegetables for healthy eating.

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Toward Robust AI-Assisted Dietary Assessment for Diabetes Self-Management: Quantifying and Decomposing Large Language Model Prediction Variability From Meal Images

Zhaohua Wang, Daniel Lane, Kayo Waki

JMIR Diabetes 2026 (Sep 04); 11:e102715

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Pathologist reviews clinical data extraction software on laptop, with lab equipment in background.

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A Secure, Scalable Large Language Model–Based System (CIDER) for High-Throughput Clinical Data Extraction From Medical Reports: Retrospective Validation Study

Máté Posta, Aida Figler, Zsófia Dobolyi, Balázs Győrffy

J Med Internet Res 2026 (Sep 02); 28:e95780

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Laparoscopic surgery with augmented reality overlay showing liver and bile ducts.

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Automatic Kidney Image Segmentation During Robot-Assisted Partial Nephrectomy Using a Deep Learning Model Based on a Multiannotator Dataset: Model Development and Validation Study

Gaëlle Margue, Kilian Chandelon, Alice Pitout, Abderrahmane Khaddad, Federico Rubat-Baleuri, Julie Desternes, Laura Richert, Nicolas Bourdel, Adrien Bartoli, Jean-Christophe Bernhard, Maxime Pattou

JMIR Med Inform 2026 (Sep 02); 14:e82540

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Doctor reviews patient data on tablet and chart in hospital room with monitor

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Performance and Hallucination Analysis of Large Language Models on European Anesthesiology Examinations: Cross-Sectional Comparative Study

Stefan Andrei, Thibault Giet, Mihai Stefan, Mihai Popescu, Sébastien Tanaka, Philippe Montravers, Aurélie Gouel, Alexis Belouard

JMIR Form Res 2026 (Sep 01); 10:e95859

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Nurse studying AI in healthcare, with holographic patient data and medical icons.

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AI Use, Perceptions, and Perceived Impact Among Nursing Students: Cross-Sectional Study

Ilda Taka, Elona Hasalla, Albana Sula, Blerina Bahiti, Rajmonda Oboni, Blerina Bani

JMIR Nursing 2026 (Aug 31); 9:e97832

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Doctor typing on laptop, symbolizing healthcare technology and patient care

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Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis

Janni Leung, Benjamin Johnson, Kelsey McRae, Stephanie Fong, Paula Cardona Gonzalez, Caitlin McClure-Thomas, Tianze Sun, Naomi Kern, Yuen Ming Wong, Richard Liu, Gary Chung Kai Chan

JMIR AI 2026 (Aug 31); 5:e87730

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AI and data analysis in healthcare: digital brain, medical records, and patient data.

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Toward Automating the Selection of Articles Reporting EQ-5D Data for Systematic Literature Reviews Using Large Language Models: Algorithm Development and Evaluation Study

Gábor Kertész, János Tibor Czere, Zsombor Zrubka, Laszlo Gulacsi, Marta Pentek

JMIR Form Res 2026 (Aug 31); 10:e86647

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Male nurse in blue scrubs answers phone at desk in clinic

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Predicting Call Abandonment in a Health Care Call Center Using Nonpersonal Operational Data: Machine Learning Study

Hilmi Al-Shakhshir, Sara Kier, Dan Hoke, Stephanie Hoiriis, Mary-Ellen Vicinus, Ravi Thadhani, Anant Madabhushi

JMIR Med Inform 2026 (Aug 31); 14:e88441

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Family visits elderly patient in hospital room with medical equipment

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The Technologies, Applicability, and Trade-Offs of AI in Palliative Care for Older Adults: Scoping Review

Lei Huang, Menglu Xu, Ying Yang, Yi Tian, Zhongkang Xu, Yixuan Wang, Anning Hou, Lili Zhu, Yan Lin, Lina Wang, Yifei Zhao, Shuhong Wei, Peng Wang, Lin Peng

J Med Internet Res 2026 (Aug 31); 28:e100216

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Nurse checks young girl's oxygen saturation with pulse oximeter in hospital room.

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