New Methods

Methods for Addressing Missingness in Electronic Health Record Data for Clinical Prediction Models: Comparative Evaluation

Jean Digitale, Deborah Franzon, Mark J Pletcher, Charles E McCulloch, Efstathios D Gennatas

JMIR Med Inform 2025 (Nov 14); 13:e79307

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Influence of Topic Familiarity and Prompt Specificity on Citation Fabrication in Mental Health Research Using Large Language Models: Experimental Study

Jake Linardon, Hannah K Jarman, Zoe McClure, Cleo Anderson, Claudia Liu, Mariel Messer

JMIR Ment Health 2025 (Nov 12); 12:e80371

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Feasibility of mHealth Strategies to Promote Use of Wrist-Worn Alcohol Biosensors Among Young Adults With HIV: Protocol for the Engage Microrandomized Trial

Stephanie M Carpenter, Stuart Case, Mia Liza A Lustria, Laura Reid Marks, Qinggang Yu, Karen MacDonell, Sylvie Naar, Yan Wang

JMIR Res Protoc 2025 (Nov 12); 14:e69966

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Analyzing Sleep Behavior Using BERT-BiLSTM and Fine-Tuned GPT-2 Sentiment Classification: Comparison Study

Yihan Deng, Julia van der Meer, Athina Tzovara, Markus Schmidt, Claudio Bassetti, Kerstin Denecke

JMIR Med Inform 2025 (Nov 10); 13:e70753

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The Advanced Confidentiality Engine as a Scalable Tool for the Pseudonymization of Biomedical Data in Translational Settings: Development and Usability Study

Armin Müller, Eric Wündisch, Felix Nikolaus Wirth, Sophie Meier zu Ummeln, Joachim Weber, Fabian Prasser

J Med Internet Res 2025 (Nov 05); 27:e71822

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Neurofeedback Training for Managing Neuropathic Pain–Like Features in Chronic Musculoskeletal Pain: Protocol for an Open-Label Pilot Feasibility Clinical Trial

Luke Spencer Bialostocki, Divya Bharatkumar Adhia, Damith Rathnayake Mudiyanselage, Mark Llewellyn Smith, Yusuf Ozgur Cakmak, Dirk De Ridder, Ramakrishnan Mani, Jerin Mathew

JMIR Res Protoc 2025 (Nov 04); 14:e78806

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Patient Navigation Behavior in a Symptom-Based Self-Triage Mobile App for Direct-to-Consumer Urgent Care: Retrospective Observational Study

Tarso Augusto Duenhas Accorsi, Flavio Tocci Moreira, Anderson Aires Eduardo, Renata Albaladejo Morbeck, Karen Francine Köhler, Karine De Amicis Lima, Carlos Henrique Sartorato Pedrotti

J Med Internet Res 2025 (Nov 04); 27:e63816

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Quantitative Assessment of Strabismus Using Cloud AI Computing: Validation Study

Junxian He, Jiawei Zhang, Zheng Wang, Shrinivas Pundlik, Rui Liu, Gang Luo

JMIR Form Res 2025 (Nov 04); 9:e79280

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Lessons Learned Identifying and Controlling Fraudulent Participation in Online Randomized Trials

Robert Siebers, Kara M Magane, Hattie Slayton, Skylar Karzhevsky, Tibor P Palfai, Ana M Abrantes, Lisa M Quintiliani, Michael D Stein

J Med Internet Res 2025 (Oct 29); 27:e77512

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Advancing Knowledge of Values-Clarification Processes During Complex Decision-Making Among Older Adults With Advanced Cancer: Protocol for a Pilot Randomized Trial Using Simulated Patient-Clinician Encounters

Amy C Cole, Allison M Deal, Angela M Stover, Lisa Vizer, Fei Yu, Andy J King, Lukasz Mazur, Daniel R Richardson

JMIR Res Protoc 2025 (Oct 27); 14:e80531

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Utilization of Netnography as a Health Care Research Methodology: Scoping Review

Amany Sadat, Elizabeth Green, Imogen Forsythe, Stacey Munnelly, Georgette Eaton, Matthew Wynn, Fiona Pearson, Emma Dobson

J Med Internet Res 2025 (Oct 24); 27:e78025

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Relationships Between Parent Ratings of Attention-Deficit/Hyperactivity Disorder Behaviors and the Virtual Reality Attention Tracker in School-Aged Children: Cross-Sectional Study

Yuyin Bai, Yange Luo, Crystal C W Goh, Cuiziyi Rui, Rui Gao, Yingying Wu, Zhongmei Jiang, Lifeng Lu, Albert “Skip” Rizzo, Bo Bi

J Med Internet Res 2025 (Oct 24); 27:e76673

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Translation and Cultural Adaptation of the Measure Yourself Concerns and Wellbeing (MYCaW) Questionnaire Into German: Protocol for the iSWOP Study

Anja Thronicke, Lisa Schille, Katja Adie, Christian Junghanss, Shiao Li Oei, Sophia Johnson, Juliane Roos, Friedemann Schad

JMIR Res Protoc 2025 (Oct 23); 14:e74288

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Estimating Antigen Test Sensitivity via Target Distribution Balancing: Development and Validation Study

Miguel Bosch, Adriana Moreno, Raul Colmenares, Jose Arocha, Sina Hoche, Auris Garcia, Daniela Hall, Dawlyn Garcia, Lindsey Rudtner, Nol Salcedo, Irene Bosch

JMIR Bioinform Biotech 2025 (Oct 20); 6:e68476

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Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable Electrocardiography Monitoring: Model Development and Validation Study

Hayoung Oh, Hunmin Do, Chaehyun Maeng, Jinsuk Park, Taejun Yoon, Jihwan Kim, Hyeran Hwang, Seoin Choi, Piao Huilin

J Med Internet Res 2025 (Oct 15); 27:e69045

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Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Paula Andrea Pérez-Toro, Franco J Ferrante, Gonzalo Pérez, Boon Lead Tee, Jessica de Leon, Elmar Nöth, Maria Schuster, Andreas Maier, Andrea Slachevsky, Maria Luisa Gorno-Tempini, Agustín Ibáñez, Juan Rafael Orozco-Arroyave, Adolfo García

J Med Internet Res 2025 (Oct 15); 27:e74200

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Flagged for Fraud: Lessons From 3 Case Studies on Detecting Inauthentic Participants in Online Research

Jordan R Hill, Sydney Hoel, Clover Caldwell, Matthew Zuraw, Christian Elliott, Andrew C Pickett, Beth E Fields, Nicole E Werner

J Med Internet Res 2025 (Oct 10); 27:e78554

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A Vision-Language–Guided Multimodal Fusion Network for Glottic Carcinoma Early Diagnosis: Model Development and Validation Study

Zhaohui Jin, Yi Shuai, Yun Li, Mianmian Chen, Yumeng Liu, Wenbin Lei, Xiaomao Fan

JMIR Med Inform 2025 (Oct 08); 13:e74902

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Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts: Model Classification Study

Mahdieh Shabanian, Nima Pouladi, Liam Wilson, Mattia Prosperi, Yves A Lussier

JMIR Bioinform Biotech 2025 (Oct 08); 6:e80735

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Evolving Health Information–Seeking Behavior in the Context of Google AI Overviews, ChatGPT, and Alexa: Interview Study Using the Think-Aloud Protocol

Claire Wardle, Shaydanay Urbani, Eric Wang

J Med Internet Res 2025 (Oct 07); 27:e79961

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