New Methods

Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study

Hongbo Chen, Myrtede Alfred, Andrew D Brown, Angela Atinga, Eldan Cohen

JMIR Form Res 2024 (Dec 05); 8:e59045

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Using Artificial Intelligence to Detect Risk of Family Violence: Protocol for a Systematic Review and Meta-Analysis

Kathleen de Boer, Jessica L Mackelprang, Maja Nedeljkovic, Denny Meyer, Ravi Iyer

JMIR Res Protoc 2024 (Dec 02); 13:e54966

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Auxiliary Diagnosis of Children With Attention-Deficit/Hyperactivity Disorder Using Eye-Tracking and Digital Biomarkers: Case-Control Study

Zhongling Liu, Jinkai Li, Yuanyuan Zhang, Dan Wu, Yanyan Huo, Jianxin Yang, Musen Zhang, Chuanfei Dong, Luhui Jiang, Ruohan Sun, Ruoyin Zhou, Fei Li, Xiaodan Yu, Daqian Zhu, Yao Guo, Jinjin Chen

JMIR Mhealth Uhealth 2024 (Nov 29); 12:e58927

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Investigation of Study Procedures to Estimate Sensitivity and Reliability of a Virtual Physical Assessment Developed for Workplace Concussions: Method-Comparison Feasibility Study

Keely Barnes, Heidi Sveistrup, Mark Bayley, Mary Egan, Martin Bilodeau, Michel Rathbone, Monica Taljaard, Motahareh Karimijashni, Shawn Marshall

JMIR Neurotech 2024 (Nov 27); 3:e57661

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A Prediction Model to Identify Clinically Relevant Medication Discrepancies at the Emergency Department (MED-REC Predictor): Development and Validation Study

Greet Van De Sijpe, Matthias Gijsen, Lorenz Van der Linden, Stephanie Strouven, Eline Simons, Emily Martens, Nele Persan, Veerle Grootaert, Veerle Foulon, Minne Casteels, Sandra Verelst, Peter Vanbrabant, Sabrina De Winter, Isabel Spriet

J Med Internet Res 2024 (Nov 27); 26:e55185

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A Multivariable Prediction Model for Mild Cognitive Impairment and Dementia: Algorithm Development and Validation

Sarah Soyeon Oh, Bada Kang, Dahye Hong, Jennifer Ivy Kim, Hyewon Jeong, Jinyeop Song, Minkyu Jeon

JMIR Med Inform 2024 (Nov 22); 12:e59396

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Evaluation of an App-Based Mobile Triage System for Mass Casualty Incidents: Within-Subjects Experimental Study

Martin Schmollinger, Jessica Gerstner, Eric Stricker, Alexander Muench, Benjamin Breckwoldt, Manuel Sigle, Peter Rosenberger, Robert Wunderlich

J Med Internet Res 2024 (Nov 21); 26:e65728

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Measuring Technology-Facilitated Sexual Violence and Abuse in the Chinese Context: Development Study and Content Validity Analysis

Sharon Hoi Lam Pak, Chanchan Wu, Kitty Wai Ying Choi, Edmond Pui Hang Choi

JMIR Form Res 2024 (Nov 19); 8:e65199

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Design Guidelines for Improving Mobile Sensing Data Collection: Prospective Mixed Methods Study

Christopher Slade, Roberto M Benzo, Peter Washington

J Med Internet Res 2024 (Nov 18); 26:e55694

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Impact of Image Content on Medical Crowdfunding Success: A Machine Learning Approach

Renwu Wang, Huimin Xu, Xupin Zhang

J Med Internet Res 2024 (Nov 15); 26:e58617

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Using a Device-Free Wi-Fi Sensing System to Assess Daily Activities and Mobility in Low-Income Older Adults: Protocol for a Feasibility Study

Jane Chung, Ingrid Pretzer-Aboff, Pamela Parsons, Katherine Falls, Eyuphan Bulut

JMIR Res Protoc 2024 (Nov 12); 13:e53447

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Methods Used in Co-Creation Within the Health CASCADE Co-Creation Database and Gray Literature: Systematic Methods Overview

Danielle Marie Agnello, George Balaskas, Artur Steiner, Sebastien Chastin

Interact J Med Res 2024 (Nov 11); 13:e59772

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Assessing the Quality of an Online Democratic Deliberation on COVID-19 Pandemic Triage Protocols for Access to Critical Care in an Extreme Pandemic Context: Mixed Methods Study

Claudia Lucrecia Calderon Ramirez, Yanick Farmer, James Downar, Andrea Frolic, Lucie Opatrny, Diane Poirier, Gina Bravo, Audrey L'Espérance, Nathalie Gaucher, Antoine Payot, Joseph Dahine, Peter Tanuseputro, Louis-Martin Rousseau, Vincent Dumez, Annie Descôteaux, Clara Dallaire, Karell Laporte, Marie-Eve Bouthillier

J Particip Med 2024 (Nov 11); 16:e54841

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Identifying and Estimating Frailty Phenotypes by Vocal Biomarkers: Cross-Sectional Study

Yu-Chun Lin, Huang-Ting Yan, Chih-Hsueh Lin, Hen-Hong Chang

J Med Internet Res 2024 (Nov 08); 26:e58466

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A Food Intake Estimation System Using an Artificial Intelligence–Based Model for Estimating Leftover Hospital Liquid Food in Clinical Environments: Development and Validation Study

Masato Tagi, Yasuhiro Hamada, Xiao Shan, Kazumi Ozaki, Masanori Kubota, Sosuke Amano, Hiroshi Sakaue, Yoshiko Suzuki, Takeshi Konishi, Jun Hirose

JMIR Form Res 2024 (Nov 05); 8:e55218

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The Validity of Impressions as a Media Dose Metric in a Tobacco Public Education Campaign Evaluation: Observational Study

Kevin Davis, Laurel Curry, Brian Bradfield, David A Stupplebeen, Rebecca J Williams, Sandra Soria, Julie Lautsch

J Med Internet Res 2024 (Nov 05); 26:e55311

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Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study

Rachid Riad, Martin Denais, Marc de Gennes, Adrien Lesage, Vincent Oustric, Xuan Nga Cao, Stéphane Mouchabac, Alexis Bourla

J Med Internet Res 2024 (Oct 31); 26:e58572

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Lessons From 3 Longitudinal Sensor-Based Human Behavior Assessment Field Studies and an Approach to Support Stakeholder Management: Content Analysis

Johanna Kallio, Atte Kinnula, Satu-Marja Mäkelä, Sari Järvinen, Pauli Räsänen, Simo Hosio, Miguel Bordallo López

J Med Internet Res 2024 (Oct 31); 26:e50461

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Discriminant Power of Smartphone-Derived Keystroke Dynamics for Mild Cognitive Impairment Compared to a Neuropsychological Screening Test: Cross-Sectional Study

Jin-Hyuck Park

J Med Internet Res 2024 (Oct 30); 26:e59247

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Enhancing Suicide Risk Prediction With Polygenic Scores in Psychiatric Emergency Settings: Prospective Study

Younga Heather Lee, Yingzhe Zhang, Chris J Kennedy, Travis T Mallard, Zhaowen Liu, Phuong Linh Vu, Yen-Chen Anne Feng, Tian Ge, Maria V Petukhova, Ronald C Kessler, Matthew K Nock, Jordan W Smoller

JMIR Bioinform Biotech 2024 (Oct 23); 5:e58357

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