Data Science

Localized Immune Cascade Programming in Desmoplastic Tumors: In Silico Modeling and Validation Study

Murad Novruzov, Marziyya Mammadova, Keval Raval, Waseem Ullah Khan, Ulkar Shiraliyeva

JMIRx Bio 2026 (Feb 27); 4:e85507

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Retrieval-Augmented Generation for Medical Question Answering on a Heart Failure Dataset: Performance Analysis

Shiran Zhang, Evelyn Phan, Pedro Velmovitsky, Quynh Pham, Scott Sanner

JMIR Form Res 2026 (Feb 26); 10:e84932

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Smartphone App Using Reinforcement Learning for Obesity: Single-Arm Feasibility Study

Ken Kurisu, Yoshiharu Yamamoto, Tomohisa Aoyama, Toshimasa Yamauchi, Kazuhiro Yoshiuchi

JMIR Hum Factors 2026 (Feb 26); 13:e77323

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Assessment of the Modified Rankin Scale in Electronic Health Records With a Fine-Tuned Large Language Model: Development and Internal Validation

Luis Silva, Marcus Milani, Sohum Bindra, Salman Ikramuddin, Megan Tessmer, Kaylee Frederickson, Abhigyan Datta, Halil Ergen, Alex Stangebye, Dawson Cooper, Kompal Kumar, Jeremy Yeung, Kamakshi Lakshminarayan, Christopher Streib

JMIR AI 2026 (Feb 25); 5:e82607

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Evaluation of Reduced Single-Photon Emission Computed Tomography Imaging Protocols and Software Variability in 177Lu-DOTATATE Dosimetry: Protocol for an Exploratory Observational Trial

Takayuki Yagihashi, Kenta Miwa, Noriaki Miyaji, Satoru Sugimoto, Hideki Hayakawa, Noritoshi Kobayashi, Shoko Takano, Taro Murai

JMIR Res Protoc 2026 (Feb 19); 15:e83248

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A Novel Customizable Datamart and Tableau Dashboard to Monitor Multiple Enhanced Recovery After Surgery Programs: Development and Validation Study

Sunitha Margaret Singh, Susannah Oster, Efrat Bolze, Aaron Sasson, James Nicholson, Elliott Bennett-Guerrero

JMIR Perioper Med 2026 (Feb 11); 9:e82472

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Health Data for Linguistic Minority Group Research in Canada: Proof-of-Concept Centralized Health Care Metadata Repository Development and Usability Study

Vincent Martin-Schreiber, Cayden Peixoto, Ricardo Batista, Christopher Belanger, Peter Tanuseputro, Amy T Hsu, Lise M Bjerre

JMIR Infodemiology 2026 (Feb 09); 6:e77242

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Designing a Digital Twin for the Management of Noncommunicable Diseases: Protocol for a Pilot Study and Methodology Validation

Edgar Ross, Jason Ross, Patricia Beschler, David Guydan, Robert Jamison

JMIR Res Protoc 2026 (Feb 09); 15:e75934

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Assessing the Evolution and Influence of Medical Open Databases on Biomedical Research and Health Care Innovation: A 25-Year Perspective With a Focus on Privacy and Privacy-Enhancing Technologies

Albert Yang, Mei-Lien Pan, Henry Horng-Shing Lu, Chung-Yueh Lien, Da-Wei Wang, Chih-Hsiung Chen, Der-Cherng Tarng, Dau-Ming Niu, Shih-Hwa Chiou, Chun-Ying Wu, Ying - Chou Sun, Shih-Ann Chen, Shuu-Jiun Wang, Wayne Huey-Herng Sheu, Chi-Hung Lin

J Med Internet Res 2026 (Jan 30); 28:e58954

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Machine Learning Techniques Used for the Identification of Sociodemographic Factors Associated With Cancer: Systematic Literature Review

Liz González-Infante, Gaston Marquez, Solange Parra-Soto, Mónica Cardona-Valencia, Carla Taramasco

J Med Internet Res 2026 (Jan 28); 28:e79187

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Triaging Casual From Critical—Leveraging Machine Learning to Detect Self-Harm and Suicide Risks for Youth on Social Media: Algorithm Development and Validation Study

Sarvech Qadir, Ashwaq Alsoubai, Jinkyung Katie Park, Naima Samreen Ali, Munmun De Choudhury, Pamela Wisniewski

JMIR Ment Health 2026 (Jan 23); 13:e76051

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Prediction of 12-Week Remission in Patients With Depressive Disorder Using Reasoning-Based Large Language Models: Model Development and Validation Study

Jin-Hyun Park, Hee-Ju Kang, Ji Hyeon Jeon, Sung-Gil Kang, Ju-Wan Kim, Jae-Min Kim, Hwamin Lee

JMIR Ment Health 2026 (Jan 23); 13:e83352

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Using Artificial Intelligence Methods to Evaluate the Effect of the National Cytomegalovirus Awareness Month on the Content and Sentiment of Social Media Posts: Infodemiology Study

Tracy R Rosebrock, Zhen Yang, Lauren D'Arco, Tapan Pathak, Rebecca Vislay-Wade, Karen Fowler, John Diaz-Decaro, Colin Kunzweiler

JMIR Infodemiology 2026 (Jan 22); 6:e80922

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Machine Learning Prediction of Pharmacogenetic Testing Uptake Among Opioid-Prescribed Patients Using Electronic Health Records: Retrospective Cohort Study

Mohammad Yaseliani, Je-Won Hong, Jiang Bian, Larisa Cavallari, Julio D Duarte, Danielle Nelson, Wei-Hsuan Lo-Ciganic, Khoa Anh Nguyen, Md Mahmudul Hasan

JMIR Med Inform 2026 (Jan 21); 14:e81048

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Data Science Education for Residents, Researchers, and Students in Psychiatry and Psychology: Program Development and Evaluation Study

Hayoung K Donnelly, David Mandell, Sy Hwang, Emily Schriver, Ugurcan Vurgun, Graydon Neill, Esha Patel, Megan E Reilly, Michael Steinberg, Amber Calloway, Robert Gallop, Maria A Oquendo, Gregory K Brown, Danielle L Mowery

JMIR Med Educ 2026 (Jan 16); 12:e75125

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Prompting and Fine-Tuning Large Language Models for Parkinson Disease Diagnosis: Comparative Evaluation Study Using the PPMI Structured Dataset

Hyun-Ji Shin, Young Jin Jeong, Sungmin Jun, Do-Young Kang

JMIR Med Inform 2026 (Jan 15); 14:e77561

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Examining the Association Between Internet Use and Perceived Stress in Adults: Longitudinal Observational Study Combining Web Tracking Data With Questionnaires

Mohammad Belal, Nguyen Luong, Talayeh Aledavood, Juhi Kulshrestha

J Med Internet Res 2026 (Jan 09); 28:e78775

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Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study

Zi Yang, Xiaojuan Wang, Jianlin Wang, Qi Guang, Xueqian Ding, Hao Liu, Yunpeng Xu, Jing Zhao, Ming Bai

JMIR Form Res 2026 (Jan 02); 10:e80815

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