New Methods

Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Nerea Berbel Casado, Francesc López Seguí, Natalia Muñoz Moruno, Antoni Rosell, Aïda Muñoz Ferrer, Ignasi Garcia Olive, Marina Galdeano Lozano

JMIR Form Res 2025 (Dec 30); 9:e78941

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Clinical Effectiveness and Cost-Effectiveness of Collaborative Treatment With Korean and Western Medicine for Primary Headache Disorders: Protocol for a Multicenter Prospective Observational Study

Jaeseung Kim, Jihwan Yun, Linae Kim, Shiva Raj Acharya, Changyon Han, NamKwen Kim

JMIR Res Protoc 2025 (Dec 30); 9:e82152

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Efficacy of Artificial Intelligence–Assisted Appliances in the Selection of Tooth Shade: Protocol for an Observational Study

Namita Zilpilwar, Sharayu Nimonkar, Surekha Godbole, Vikram Belkhode

JMIR Res Protoc 2025 (Dec 22); 14:e68160

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3D Total Body Photography as a Promising Innovation for Early Skin Cancer Detection: Scoping Review

Fran Baete, Alyssa Laura Jakers, Emilie Delanoye, Nele Vande Velde, Griet Voet

JMIR Dermatol 2025 (Dec 17); 8:e68510

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Multimodal Data–Driven Explainable Prognostic Model for Major Adverse Cardiovascular Events Prediction in Patients With Unstable Angina and Heart Failure With Preserved Ejection Fraction: Multicenter, Cross-Regional Cohort Study

Yijun Wang, Yaoling Wang, Yujie Luan, Menglei Hao, Wenyuan Yin, Bing Wu, Tongjian Zhu, Jiajun Zhu, Bowen Zhou, Long Tang, Jun Wang, Jinhui Wu

J Med Internet Res 2025 (Dec 15); 27:e78402

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Lumbar Acceleration Gait Estimation: “Step-by-Step” Algorithm Updates and Improvements

Lukas Adamowicz, Wenyi Lin, F Isik Karahanoglu, Xuemei Cai, Mar Santamaria, Charmaine Demanuele, Junrui Di

J Med Internet Res 2025 (Dec 12); 27:e72831

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Changes in the Neighborhood Built Environment and Chronic Health Conditions in Washington, DC, in 2014-2019: Longitudinal Analysis

Quynh C Nguyen, Riki Doumbia, Thu T Nguyen, Xiaohe Yue, Heran Mane, Junaid Merchant, Tolga Tasdizen, Mitra Alirezaei, Pankaj Dipankar, Dapeng Li, Penchala Sai Priya Mullaputi, Amrutha Alibilli, Yulin Hswen, Xin He

JMIR Form Res 2025 (Dec 10); 9:e74195

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Structural and Functional Impacts of SARS-CoV-2 Spike Protein Mutations: Insights From Predictive Modeling and Analytics

Edem K Netsey, Samuel M Naandam, Joseph Asante Jnr, Kuukua E Abraham, Aayire C Yadem, Gabriel Owusu, Jeffrey G Shaffer, Sudesh K Srivastav, Seydou Doumbia, Ellis Owusu-Dabo, Chris E Morkle, Desmond Yemeh, Stephen Manortey, Ernest Yankson, Mamadou Sangare, Samuel Kakraba

JMIR Bioinform Biotech 2025 (Dec 08); 6:e73637

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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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