Development and Evaluation of Research Methods, Instruments and Tools

The AI Reviewer: Evaluating AI’s Role in Citation Screening for Streamlined Systematic Reviews

Jamie Ghossein, Brett N Hryciw, Tim Ramsay, Kwadwo Kyeremanteng

JMIR Form Res 2025 (Mar 28); 9:e58366

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Increasing the Uptake of Breast and Cervical Cancer Screening Via the MAwar Application: Stakeholder-Driven Web Application Development Study

Nurfarhana Nasrudin, Shariff-Ghazali Sazlina, Ai Theng Cheong, Ping Yein Lee, Soo-Hwang Teo, Abdul Rashid Aneesa, Chin Hai Teo, Fakhrul Zaman Rokhani, Nuzul Azam Haron, Noor Harzana Harrun, Bee Kiau Ho, Salbiah Mohamed Isa

JMIR Form Res 2025 (Mar 28); 9:e65542

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Generative Large Language Model—Powered Conversational AI App for Personalized Risk Assessment: Case Study in COVID-19

Mohammad Amin Roshani, Xiangyu Zhou, Yao Qiang, Srinivasan Suresh, Steven Hicks, Usha Sethuraman, Dongxiao Zhu

JMIR AI 2025 (Mar 27); 4:e67363

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Improving Systematic Review Updates With Natural Language Processing Through Abstract Component Classification and Selection: Algorithm Development and Validation

Tatsuki Hasegawa, Hayato Kizaki, Keisho Ikegami, Shungo Imai, Yuki Yanagisawa, Shuntaro Yada, Eiji Aramaki, Satoko Hori

JMIR Med Inform 2025 (Mar 27); 13:e65371

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Smartwatch-Based Ecological Momentary Assessment for High-Temporal-Density, Longitudinal Measurement of Alcohol Use (AlcoWatch): Feasibility Evaluation

Chris Stone, Sally Adams, Robyn E Wootton, Andy Skinner

JMIR Form Res 2025 (Mar 25); 9:e63184

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Estimation of Static Lung Volumes and Capacities From Spirometry Using Machine Learning: Algorithm Development and Validation

Scott A Helgeson, Zachary S Quicksall, Patrick W Johnson, Kaiser G Lim, Rickey E Carter, Augustine S Lee

JMIR AI 2025 (Mar 24); 4:e65456

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Customizing Computerized Adaptive Test Stopping Rules for Clinical Settings Using the Negative Affect Subdomain of the NIH Toolbox Emotion Battery: Simulation Study

Saki Amagai, Aaron J Kaat, Rina S Fox, Emily H Ho, Sarah Pila, Michael A Kallen, Benjamin D Schalet, Cindy J Nowinski, Richard C Gershon

JMIR Form Res 2025 (Mar 21); 9:e60215

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Patient and Provider Perspectives of a Web-Based Intervention to Support Symptom Management After Radioactive Iodine Treatment for Differentiated Thyroid Cancer: Qualitative Study

Alaina L Carr, Angela M Jenkins, Jacqueline Jonklaas, Kate Gabriel, Kristen E Miller, Kristi D Graves

JMIR Form Res 2025 (Mar 19); 9:e60588

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Reliability of Average Daily Steps Measured Through a Consumer Smartwatch in Parkinson Disease Phenotypes, Stages, and Severities: Cross-Sectional Study

Edoardo Bianchini, Domiziana Rinaldi, Lanfranco De Carolis, Silvia Galli, Marika Alborghetti, Clint Hansen, Antonio Suppa, Marco Salvetti, Francesco Ernesto Pontieri, Nicolas Vuillerme

JMIR Form Res 2025 (Mar 18); 9:e63153

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Kinetic Pattern Recognition in Home-Based Knee Rehabilitation Using Machine Learning Clustering Methods on the Slider Digital Physiotherapy Device: Prospective Observational Study

Clement Twumasi, Mikail Aktas, Nicholas Santoni

JMIR Form Res 2025 (Mar 18); 9:e69150

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Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study

Jie Hao, Zhenli Chen, Qinglong Peng, Liang Zhao, Wanqing Zhao, Shan Cong, Junlian Li, Jiao Li, Qing Qian, Haixia Sun

J Med Internet Res 2025 (Mar 18); 27:e67033

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A Trauma Support App for Young People: Co-design and Usability Study

Maria Thell, Kerstin Edvardsson, Reem Aljeshy, Kalid Ibrahim, Georgina Warner

JMIR Form Res 2025 (Mar 18); 9:e57789

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Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence

Jerry Lau, Shivani Bisht, Robert Horton, Annamaria Crisan, John Jones, Sandeep Gantotti, Evelyn Hermes-DeSantis

JMIR AI 2025 (Mar 13); 4:e55277

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Large Language Model–Based Critical Care Big Data Deployment and Extraction: Descriptive Analysis

Zhongbao Yang, Shan-Shan Xu, Xiaozhu Liu, Ningyuan Xu, Yuqing Chen, Shuya Wang, Ming-Yue Miao, Mengxue Hou, Shuai Liu, Yi-Min Zhou, Jian-Xin Zhou, Linlin Zhang

JMIR Med Inform 2025 (Mar 12); 13:e63216

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Assessment of Fraud Deterrence and Detection Procedures Used in a Web-Based Survey Study With Adult Black Cisgender Women: Description of Lessons Learned and Recommendations

Amber I Sophus, Jason W Mitchell

JMIR Form Res 2025 (Mar 12); 9:e59955

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Exploratory Co-Design on Electronic Health Record Nursing Summaries: Case Study

Suhyun Park, Jenna L Marquard, Robin R Austin, Christie L Martin, David S Pieczkiewicz, Connie W Delaney

JMIR Form Res 2025 (Mar 11); 9:e68906

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Accuracy of Large Language Models for Literature Screening in Thoracic Surgery: Diagnostic Study

Zhang-Yi Dai, Fu-Qiang Wang, Cheng Shen, Yan-Li Ji, Zhi-Yang Li, Yun Wang, Qiang Pu

J Med Internet Res 2025 (Mar 11); 27:e67488

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Testing and Iterative Improvement of the CEN ISO/TS 82304-2 Health App Quality Assessment: Pilot Interrater Reliability Study

Anna-Lena Frey, Diana Matei, Ben Phillips, Adam McCabe, Rachel Fuller, Begoña Laibarra, Laura Alonso, Victor de la Hoz, Carme Pratdepadua Bufill, Berta Llebot Casajuana, Giuseppe D'Avenio, Pier Angelo Sottile, Laura Melania Rocchi, Matteo Errera, Yasmine Laaissaoui, Michael Cardinal, Menno Kok, Petra Hoogendoorn

JMIR Form Res 2025 (Mar 10); 9:e64565

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HUMAn, a Real-Time Evolutive Patient Model for Major Incident Simulation: Development and Validation Study

Maxence Laurent, Arnaud Jaccard, Laurent Suppan, Elio Erriquez, Xavier Good, Eric Golay, Dominique Jaccard, Mélanie Suppan

JMIR Form Res 2025 (Mar 07); 9:e66201

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Deep Learning Models to Predict Diagnostic and Billing Codes Following Visits to a Family Medicine Practice: Development and Validation Study

Akshay Rajaram, Michael Judd, David Barber

JMIR AI 2025 (Mar 07); 4:e64279

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