New Methods

Internet Tool to Support Self-Assessment and Self-Swabbing of Sore Throat: Development and Feasibility Study

Mark Lown, Kirsten A Smith, Ingrid Muller, Catherine Woods, Emma Maund, Kirsty Rogers, Taeko Becque, Gail Hayward, Michael Moore, Paul Little, Margaret Glogowska, Alastair Hay, Beth Stuart, Efi Mantzourani, Christopher R Wilcox, Natalie Thompson, Nick A Francis

J Med Internet Res 2023 (Dec 08); 25:e39791

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OpenDeID Pipeline for Unstructured Electronic Health Record Text Notes Based on Rules and Transformers: Deidentification Algorithm Development and Validation Study

Jiaxing Liu, Shalini Gupta, Aipeng Chen, Chen-Kai Wang, Pratik Mishra, Hong-Jie Dai, Zoie Shui-Yee Wong, Jitendra Jonnagaddala

J Med Internet Res 2023 (Dec 06); 25:e48145

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How Can the Clinical Aptitude of AI Assistants Be Assayed?

Arun James Thirunavukarasu

J Med Internet Res 2023 (Dec 05); 25:e51603

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Movement Component Analysis of Reaching Strategies in Individuals With Stroke: Preliminary Study

Hirofumi Ota, Masahiko Mukaino, Yukari Inoue, Shoh Matsuura, Senju Yagi, Yoshikiyo Kanada, Eiichi Saitoh, Yohei Otaka

JMIR Rehabil Assist Technol 2023 (Dec 05); 10:e50571

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Identifying the Active Ingredients of a Computerized Speech and Language Therapy Intervention for Poststroke Aphasia: Multiple Methods Investigation Alongside a Randomized Controlled Trial

Madeleine Harrison, Rebecca Palmer, Cindy Cooper

JMIR Rehabil Assist Technol 2023 (Dec 05); 10:e47542

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A Stable and Scalable Digital Composite Neurocognitive Test for Early Dementia Screening Based on Machine Learning: Model Development and Validation Study

Dongmei Gu, Xiaozhen Lv, Chuan Shi, Tianhong Zhang, Sha Liu, Zili Fan, Lihui Tu, Ming Zhang, Nan Zhang, Liming Chen, Zhijiang Wang, Jing Wang, Ying Zhang, Huizi Li, Luchun Wang, Jiahui Zhu, Yaonan Zheng, Huali Wang, Xin Yu, Alzheimer's Disease Neuroimaging Initiative (ADNI)

J Med Internet Res 2023 (Dec 01); 25:e49147

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Assessment of App-Based Versus Conventional Survey Modalities for Reproductive Health Research in India, South Africa, and the United States: Comparative Cross-Sectional Study

Amanda A Shea, Jonathan Thornburg, Virginia J Vitzthum

JMIR Form Res 2023 (Dec 01); 7:e44705

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The Utility of a Novel Electrocardiogram Patch Using Dry Electrodes Technology for Arrhythmia Detection During Exercise and Prolonged Monitoring: Proof-of-Concept Study

Lonneke A Fruytier, Daan M Janssen, Israel Campero Jurado, Danny AJP van de Sande, Ilde Lorato, Shavini Stuart, Pradeep Panditha, Margreet de Kok, Hareld MC Kemps

JMIR Form Res 2023 (Nov 30); 7:e49346

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Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy

Jeewoo Yoon, Jinyoung Han, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Daniel Duck-Jin Hwang

J Med Internet Res 2023 (Nov 29); 25:e48142

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Evaluating the Added Value of Digital Contact Tracing Support Tools for Citizens: Framework Development

Ruth Baron, Nora Hamdiui, Yannick B Helms, Rik Crutzen, Hannelore M Götz, Mart L Stein

JMIR Res Protoc 2023 (Nov 29); 12:e44728

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Applications of the Natural Language Processing Tool ChatGPT in Clinical Practice: Comparative Study and Augmented Systematic Review

Nikolas Schopow, Georg Osterhoff, David Baur

JMIR Med Inform 2023 (Nov 28); 11:e48933

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Circular Business Model for Digital Health Solutions: Protocol for a Scoping Review

Camille Rønn, Andreas Wieland, Christiane Lehrer, Attila Márton, Jason LaRoche, Adrien Specker, Pascal Leroy, Daniel Fürstenau

JMIR Res Protoc 2023 (Nov 24); 12:e47874

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Identification of Key Influencers for Secondary Distribution of HIV Self-Testing Kits Among Chinese Men Who Have Sex With Men: Development of an Ensemble Machine Learning Approach

Fengshi Jing, Yang Ye, Yi Zhou, Yuxin Ni, Xumeng Yan, Ying Lu, Jason Ong, Joseph D Tucker, Dan Wu, Yuan Xiong, Chen Xu, Xi He, Shanzi Huang, Xiaofeng Li, Hongbo Jiang, Cheng Wang, Wencan Dai, Liqun Huang, Wenhua Mei, Weibin Cheng, Qingpeng Zhang, Weiming Tang

J Med Internet Res 2023 (Nov 23); 25:e37719

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Assessing the Usefulness of Mobile Apps for Noise Management in Occupational Health and Safety: Quantitative Measurement and Expert Elicitation Study

Jingchen Huyan, Chandnee Ramkissoon, Mah Laka, Sharyn Gaskin

JMIR Mhealth Uhealth 2023 (Nov 14); 11:e46846

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A Machine Learning–Based Preclinical Osteoporosis Screening Tool (POST): Model Development and Validation Study

Qingling Yang, Huilin Cheng, Jing Qin, Alice Yuen Loke, Fei Wan Ngai, Ka Chun Chong, Dexing Zhang, Yang Gao, Harry Haoxiang Wang, Zhaomin Liu, Chun Hao, Yao Jie Xie

JMIR Aging 2023 (Nov 08); 6:e46791

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Severity Classification Using Dynamic Time Warping–Based Voice Biomarkers for Patients With COVID-19: Feasibility Cross-Sectional Study

Teruhisa Watase, Yasuhiro Omiya, Shinichi Tokuno

JMIR Biomed Eng 2023 (Nov 06); 8:e50924

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Machine Learning Models Versus the National Early Warning Score System for Predicting Deterioration: Retrospective Cohort Study in the United Arab Emirates

Hazem Lashen, Terrence Lee St John, Y Zaki Almallah, Madhu Sasidhar, Farah E Shamout

JMIR AI 2023 (Nov 06); 2:e45257

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Architectural Design of a Blockchain-Enabled, Federated Learning Platform for Algorithmic Fairness in Predictive Health Care: Design Science Study

Xueping Liang, Juan Zhao, Yan Chen, Eranga Bandara, Sachin Shetty

J Med Internet Res 2023 (Oct 30); 25:e46547

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Exploring Online Crowdfunding for Cancer-Related Costs Among LGBTQ+ (Lesbian, Gay, Bisexual, Transgender, Queer, Plus) Cancer Survivors: Integration of Community-Engaged and Technology-Based Methodologies

Austin R Waters, Cindy Turner, Caleb W Easterly, Ida Tovar, Megan Mulvaney, Matt Poquadeck, Hailey Johnston, Lauren V Ghazal, Stephen A Rains, Kristin G Cloyes, Anne C Kirchhoff, Echo L Warner

JMIR Cancer 2023 (Oct 30); 9:e51605

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Using a Novel Connected Device for the Collection of Puffing Topography Data for the Vuse Solo Electronic Nicotine Delivery System in a Real-World Setting: Prospective Ambulatory Clinical Study

Robert Underly, Gary M Dull, Evan Nudi, Timothy Pionk, Kristen Prevette, Jeffrey Smith

JMIR Form Res 2023 (Oct 30); 7:e49876

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