Clinical Information and Decision Making

Systemic Anticancer Therapy Timelines Extraction From Electronic Medical Records Text: Algorithm Development and Validation

Jiarui Yao, Eli Goldner, Harry Hochheiser, Sean Finan, John Levander, David Harris, Piet C de Groen, Elizabeth Buchbinder, Danielle Bitterman, Jeremy L Warner, Guergana Savova

JMIR Bioinform Biotech 2025 (Sep 03); 6:e67801

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A Machine Learning Approach for Identifying People With Neuroinfectious Diseases in Electronic Health Records: Algorithm Development and Validation

Arjun Singh, Shadi Sartipi, Haoqi Sun, Rebecca Milde, Niels Turley, Carson Quinn, G Kyle Harrold, Rebecca L Gillani, Sarah E Turbett, Sudeshna Das, Sahar Zafar, Marta Fernandes, M Brandon Westover, Shibani S Mukerji

JMIR Med Inform 2025 (Aug 29); 13:e63157

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Integration of Environmental Data Into Electronic Health Records for Clinical and Public Health Decision Making: A Viewpoint on Expanding Development in the United States

Zade Akras, Caleb Dresser, Henry Ashworth

J Med Internet Res 2025 (Aug 29); 27:e76396

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Medical Expert Knowledge Meets AI to Enhance Symptom Checker Performance for Rare Disease Identification in Fabry Disease: Mixed Methods Study

Anne Pankow, Nico Meißner-Bendzko, Jessica Kaufeld, Laura Fouquette, Fabienne Cotte, Stephen Gilbert, Ewelina Türk, Anibh Das, Christoph Terkamp, Gerhard-Rüdiger Burmester, Annette Doris Wagner

JMIR AI 2025 (Aug 28); 4:e55001

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Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study

Yosuke Yamagishi, Yuta Nakamura, Tomohiro Kikuchi, Yuki Sonoda, Hiroshi Hirakawa, Shintaro Kano, Satoshi Nakamura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

JMIR Med Inform 2025 (Aug 28); 13:e71137

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Misleading Results in Posttraumatic Stress Disorder Predictive Models Using Electronic Health Record Data: Algorithm Validation Study

Thomas M Crow, Eric Lin, Kelly L Harper, Michael L Crowe, Terence M Keane, Brian P Marx

J Med Internet Res 2025 (Aug 27); 27:e63352

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User-Centered Design of Trauma Systems Solutions for Retriage of Patients With Injury: Mixed Methods Study

John Dwight Slocum, David Jelke, Qixuan Mai, Julie K Johnson, My L T Nguyen, Lixuan Cong, Adithya Chandrasekaran, Jane L Holl, Yuriy Moklyak, Justin Mis, Molly Gabaldo, James G Adams, William M Brigode, Mary Beth Voights, Rebecca Andersen, Tamuriat Gilbert, Nicole Siparsky, Arthur Proust, Anne M Stey, Andrew B L Berry

J Med Internet Res 2025 (Aug 27); 27:e70846

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Primary Care Clinician Perspectives on Older Adult Chronic Pain Management and Clinical Decision Support: Qualitative Study

Isra Hasnain, Erin M Staab, Ainur Kagarmanova, Marissa Mackiewicz, Mim Ari, Katherine Thompson, Danielle Lazar, Anne Zhao, Glyn Elwyn, Christopher A Harle, Valerie G Press, Neda Laiteerapong

JMIR Form Res 2025 (Aug 26); 9:e74381

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Intensive Care Unit Patient Outcome Prediction Using ν-Support Vector Classification and Stochastic Signal Processing–Based Feature Extraction Techniques: Algorithm Development and Validation Study

Shaodong Wang, Yiqun Jiang, Qing Li, Wenli Zhang

JMIR AI 2025 (Aug 26); 4:e72671

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Comparing Multiple Imputation Methods to Address Missing Patient Demographics in Immunization Information Systems: Retrospective Cohort Study

Sara Brown, Ousswa Kudia, Kaye Kleine, Bryndan Kidd, Robert Wines, Nathanael Meckes

JMIR Public Health Surveill 2025 (Aug 26); 11:e73916

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Prediction of Mini-Mental State Examination Scores for Cognitive Impairment and Machine Learning Analysis of Oral Health and Demographic Data Among Individuals Older Than 60 Years: Cross-Sectional Study

Alper Idrisoglu, Johan Flyborg, Sarah Nauman Ghazi, Elina Mikaelsson Midlöv, Helén Dellkvist, Anna Axén, Ana Luiza Dallora

JMIR Med Inform 2025 (Aug 25); 13:e75069

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Tongue Image–Based Diagnosis of Acute Respiratory Tract Infection Using Machine Learning: Algorithm Development and Validation

Qianzi Che, Yuanming Leng, Wei Yang, Xihao Cao, Zhongxia Wang, Lizheng Liu, Feibiao Xie, Ruilin Wang

JMIR Med Inform 2025 (Aug 25); 13:e74102

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Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach

Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Stefano Patarnello, Carlotta Masciocchi, Marco Gorini, Gabriella Castellino, Alfredo Cesario, Maria Antonietta D'Agostino, Jacopo Lenkowicz

JMIR Form Res 2025 (Aug 22); 9:e70200

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Artificial Intelligence Applications in Emergency Toxicology: Advancements and Challenges

Lorraine Pei Xian Yong, Joshua Yi Min Tung, Nicole Mun Teng Cheung, Zi Yao Lee, Ee Yang Ng, Alexander Jet Yue Ng, Clement Kee Woon Lim, Yuru Boon, Daniel Yan Zheng Lim, Gerald Gui Ren Sng, Jonathan Zhe Ying Tang

J Med Internet Res 2025 (Aug 22); 27:e73121

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Development and Implementation of a Birth Forecasting Tool to Optimize Resources in Obstetrical Care During the COVID-19 Pandemic: Mixed-Methods Study

Huibert-Jan Joosse, Karin Jongsma, Marcel Moes, Kitty W Bloemenkamp, Wouter M Tiel Groenestege, Wouter W van Solinge, Saskia Haitjema, Maarten B Kok

JMIR Pediatr Parent 2025 (Aug 22); 8:e68284

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AI-Driven Integration of Deep Learning With Lung Imaging, Functional Analysis, and Blood Gas Metrics for Perioperative Hypoxemia Prediction

Kecheng Huang, Chujun Wu, Rongpeng Pi, Jieyu Fang

JMIR Med Inform 2025 (Aug 22); 13:e73995

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Information Needs of Patients With Head and Neck Cancer and Their Supports in Relation to Treatment Management Choices: Scoping Review

Eleah Stringer, Lily Hallett Rio, Lorraine Leitz, Eitan Prisman, Elizabeth Borycki, Andre Kushniruk, Jonathan Livergant, Sally Smith

JMIR Cancer 2025 (Aug 21); 11:e64108

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Clinician Needs and Requirements for a Decision Aid Navigator: Qualitative Study

Brad Morse, Carrie Reale, An T Nguyen, Erin Latella, Hannah Bauguess, Shilo Anders, Pamela Roberts, Spencer L SooHoo, Robert El-Kareh, Andrey Soares, Lisa Schilling

JMIR Hum Factors 2025 (Aug 21); 12:e69756

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Deep Learning for the Early Detection of Invasive Ductal Carcinoma in Histopathological Images: Convolutional Neural Network Approach With Transfer Learning

Naga Shreya Chilumukuru, Pragya Priyadarshini, Yawo Ezunkpe

JMIR Form Res 2025 (Aug 21); 9:e62996

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Medical Science Data Value Evaluation Model: Mixed Methods Study

Dandan Wang, Yaning Liu

JMIR Med Inform 2025 (Aug 21); 13:e63544

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