Precision Medicine

Articles published in 2026 in this theme: 36 (scroll down to load remaining articles)

2026

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Sleep and Activity Patterns in Depression From Wearable Data: Unsupervised Clustering Study

Carolin Oetzmann, Yuezhou Zhang, Nicholas Cummins, Ewan Carr, Faith Matcham, Sara Siddi, Femke Lamers, Daniel Leightley, Katie M White, Amos A Folarin, Peter Annas, Josep Maria Haro, Brenda WJH Penninx, Srinivasan Vairavan, Til Wykes, Richard JB Dobson, Vaibhav A Narayan, Matthew Hotopf

J Med Internet Res 2026 (Jun 10); 28:e86900

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Digital Rehabilitation Following Ultrasound-Guided Injection for Chronic Rotator Cuff Injury: Randomized Controlled Trial

Zifu He, Yuemin Zhang, Liyan Shi, Gaineng Yuan, Xuefeng Liu, Yue Cai, Jue Zhao, Jing Xu

J Med Internet Res 2026 (Jun 10); 28:e79494

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Interpretable Machine Learning Framework for Predicting Major Adverse Cardiovascular Events in Rheumatoid Arthritis Using Electronic Health Records: Multicenter Cohort Study

Wei-Chen Chiang, Guan-Ling Lin, Yu-Sheng Chang, Yu-Chen Liu, Chih-Wei Huang, Phung Anh Nguyen, Jason C Hsu, Der-Ming Liou, Hsuan-Chia Yang

JMIR Form Res 2026 (Jun 05); 10:e91790

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Early Immunological Biomarkers for Personalized Treatment Selection in Severe COVID-19: Post Hoc Machine Learning Analysis of a Randomized Clinical Trial

Symeon Savvopoulos, Anastasia Papadopoulou, Georgios Karavalakis, Ioanna Sakellari, Grigorios Georgolopoulos, Christos Argyropoulos, Evangelia Yannaki, Haralampos Hatzikirou

JMIR Med Inform 2026 (Jun 04); 14:e78471

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Personalized Type 1 Diabetes Management: Reinforcement Learning–Based Insulin Dosing and Glucose Forecasting

Ernest M Taku, Vibhuti Gupta, Ashutosh Singhal

JMIR Diabetes 2026 (Jun 03); 11:e79195

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Enterocutaneous Fistula–Associated Sepsis and Mortality: Development and Validation of a Multimodal Artificial Intelligence Prediction Model

Hui Li, Jing Chen, Peijun Lin, Youmei Pan, Yawen Cao, Wenfeng Xie

JMIR Med Inform 2026 (Apr 30); 14:e79985

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Integrated High-Throughput Targeted Metabolomics and Machine Learning for Early Prediction and Prevention of Postoperative Delirium in Older Adult Surgical Patients: Prospective Multicenter Cohort Study

Gengrui Zhong, Xiaoli Huang, Congye Li, Deqiang Wang, Dingding Huang, Menghan Sun, Quanhong Zhou, Yong Guo

JMIR Aging 2026 (Apr 30); 9:e78495

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Liquid Biopsy Biomarkers in Patients With Metastatic Castration-Resistant Prostate Cancer Receiving Prostate-Specific Membrane Antigen Radioligand Therapy: Protocol for a Prospective, Longitudinal Multicenter Observational Study

Kerstin Michalski, Theo Lorenzini, Tim Jedamzik, Marieke Heinrich, Aleksander Kosmala, Isabel Rauscher, Mika Bauch, Lena Reichl, Luisa Amann, Simon Liebl, Andreas Buck, Matthias Eiber, Constantin Lapa, Rainer Claus

JMIR Res Protoc 2026 (Apr 29); 15:e86737

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Patient and Provider Experiences With Precision Oncology: Qualitative Descriptive Study at the Department of Veterans Affairs

Daniel Becker, Kenneth Csehak, Alexander Barbaro, Christian Miller, Antoinette Vo, Stefanie Roman, Danil Makarov, Scott Sherman, Allison Squires

JMIR Cancer 2026 (Apr 27); 12:e84858

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Toward a Common Set of Interface Requirements for Genomic Data Management: Scoping Review

Valeria Resendez, Funda Yıldırım, Eugenio Gaeta, Giuseppe Fico, Simone Borsci

J Med Internet Res 2026 (Apr 27); 28:e78405

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Digital Health as an Enabler of Personalized Medicine in Ghana: Gaps, Opportunities, and Future Directions

Godsway Sackey, Babajide Owoyele, Frank E Baiden, Stefan Konigorski

J Med Internet Res 2026 (Apr 16); 28:e70696

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A Bilayer Feature Fusion Framework for Pan-Cancer Survival Prediction Based on Multihead Attention and Adaptive Differential Privacy: Model Development and Validation Study

Yun Chen, Zhifang Deng, Lili Wang, Huanhuan Wang, Xiang Wu

JMIR Med Inform 2026 (Mar 30); 14:e83743

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A Strategic Partnership to Advance AI Applications in Genomics and Bioinformatics for Health Innovation

Aik Choon Tan, Ece Dilber Gamsiz Uzun

JMIR Bioinform Biotech 2026 (Mar 27); 7:e93272

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Longitudinal Associations Between Biomarkers and Frailty in Older Adults: Protocol for a Scoping Review

Jo Woon Seok, Kyusol Shim, Yihan Yang, Soomin Hong

JMIR Res Protoc 2026 (Mar 24); 15:e83312

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The Role of Metabolomics in Understanding Hypertension: Protocol for a Systematic Review and Meta-Analysis

Mohd Naeem Mohd Nawi, Puteri Sofia Nadira Megat Kamaruddin

JMIR Res Protoc 2026 (Mar 17); 15:e77536

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The Performance of Artificial Intelligence in Classifying Molecular Markers in Adult-Type Gliomas Using Histopathological Images: Systematic Review

Obada Almaabreh, Rukaya Al-Dafi, Aliya Tabassum, Ahmad Othman, Alaa Abd-alrazaq

J Med Internet Res 2026 (Mar 13); 28:e78377

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AI-Enabled Personalization of Semaglutide Therapy in Type 2 Diabetes: Systematic Review With an Integration Framework

Ghinwa Barakat, Samer El Hajj Hassan, Hanane Akhdar, Nghia Duong-Trung, Wiam Ramadan

JMIR AI 2026 (Mar 09); 5:e86960

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Digital Twins for Just-in-Time Adaptive Interventions (JITAIs): Framework for Optimizing and Continually Improving JITAIs

Asim H Gazi, Daiqi Gao, Susobhan Ghosh, Ziping Xu, Anna L Trella, Predrag Klasnja, Susan A Murphy

J Med Internet Res 2026 (Mar 06); 28:e72830

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Artificial Intelligence Applications in Medical Devices for Personalized Health Care Solutions: Systematic Review

Hemanth Ponnambalath Mohanadas, A Manikandan, Ahmad Fauzi Ismail, Nick Tucker, Saravana Kumar Jaganathan

J Med Internet Res 2026 (Mar 04); 28:e72410

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Disease Progression and Outcomes in Patients With Benign Prostatic Hyperplasia: Protocol for a Multicenter Retrospective Cohort Study

Zexuan Lv, Jiaxing Liu, Yin Lu, Xu Zhang, Fan Gao, Bingyang Guo, Hongyu Zhang, Hongzhao Li, Chao Lv

JMIR Res Protoc 2026 (Mar 02); 15:e84965

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