New Methods

Exploring Age-Related Patterns in Smartphone Keystroke Dynamics Considering Temporal Variability: Cross-Sectional Study With AI-Based Analysis

Junhyung Moon, Yu Lim Huh, Hee Young Cho, Chaeyeon Kim, Hyeongrae Lee, Dong Pyo Jang, Baek Hwan Cho

JMIR Mhealth Uhealth 2025 (Dec 02); 13:e80094

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Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study

Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi, Fumihiko Kinoshita, Yasunobu Nohara, Takanori Yamashita, Yoshifumi Wakata, Tomoyoshi Takenaka, Hidehisa Soejima, Tomoharu Yoshizumi, Naoki Nakashima, Masahiro Kamouchi

JMIR Med Inform 2025 (Dec 01); 13:e71617

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A 6-Month Evaluation of the Peer-Ceived Momentary Assessment Method in a Small Sample of Liver Transplant Patients and Their Support Persons: Longitudinal Observational Study

Allan Berrocal, Waldo Concepcion, Katarzyna Wac

JMIR Form Res 2025 (Nov 27); 9:e55907

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Unsupervised Coverage Sampling to Enhance Clinical Chart Review Coverage for Computable Phenotype Development: Simulation and Empirical Study

Zigui Wang, Jillian H Hurst, Chuan Hong, Benjamin Alan Goldstein

JMIR Med Inform 2025 (Nov 27); 13:e72068

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AI-Powered Thermography for Diabetic Foot Risk Stratification: Multicenter Cross-Sectional Study

Meshari F Alwashmi, Mustafa alghali, Waseem Abu-Ashour, Abdullah Mohammed Arabe, Abdullah Al Soheimi, Nasibh Abdulrahman Alharbi, Hani Mohammed Badahdah

JMIR Form Res 2025 (Nov 27); 9:e81289

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Challenges in Developing a Patient-Reported Symptom-Based Risk Stratification System for Suspected Head and Neck Cancer: Protocol for a Qualitative Case Study

Chinasa Odo, Joanne Patterson, Nikki Rousseau, Vinidh Paleri, Rebecca Randell

JMIR Res Protoc 2025 (Nov 25); 14:e74262

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Methods for Analytical Validation of Novel Digital Clinical Measures: Implementation Feasibility Evaluation Using Real-World Datasets

Simon Turner, Lysbeth Floden, Leif Simmatis, Piper Fromy, Joss Langford, Eric J Daza, Andrew Potter, Kathleen Troeger, the STAGES cohort investigator group

J Med Internet Res 2025 (Nov 17); 27:e70314

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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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