New Methods

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Hung-Hsun Chen, Henry Horng-Shing Lu, Wei-Hung Weng, Yu-Hsuan Lin

J Med Internet Res 2023 (Dec 29); 25:e48834

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Digital Phenotyping for Mood Disorders: Methodology-Oriented Pilot Feasibility Study

Scott Breitinger, Manuel Gardea-Resendez, Carsten Langholm, Ashley Xiong, Joseph Laivell, Cynthia Stoppel, Laura Harper, Rama Volety, Alex Walker, Ryan D'Mello, Andrew Jin Soo Byun, Peter Zandi, Fernando S Goes, Mark Frye, John Torous

J Med Internet Res 2023 (Dec 29); 25:e47006

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A Pragmatic Method to Integrate Data From Preexisting Cohort Studies Using the Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model: Case Study

Keiichi Matsuzaki, Megumi Kitayama, Keiichi Yamamoto, Rei Aida, Takumi Imai, Mami Ishida, Ritsuko Katafuchi, Tetsuya Kawamura, Takashi Yokoo, Ichiei Narita, Yusuke Suzuki

JMIR Med Inform 2023 (Dec 21); 11:e46725

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A Biobanking System for Diagnostic Images: Architecture Development, COVID-19–Related Use Cases, and Performance Evaluation

Giuseppina Esposito, Ciro Allarà, Marco Randon, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè

JMIR Form Res 2023 (Dec 21); 7:e42505

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Effects of Acute Phase Intensive Physical Activity (ACTIVE-PA) Monitoring and Education for Cardiac Patients: Pilot Study of a Randomized Controlled Trial

Masashi Yamashita, Kentaro Kamiya, Nobuaki Hamazaki, Shota Uchida, Takumi Noda, Emi Maekawa, Junya Ako

J Med Internet Res 2023 (Dec 20); 25:e42235

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The Accuracy and Appropriateness of ChatGPT Responses on Nonmelanoma Skin Cancer Information Using Zero-Shot Chain of Thought Prompting

Ross O'Hagan, Dina Poplausky, Jade N Young, Nicholas Gulati, Melissa Levoska, Benjamin Ungar, Jonathan Ungar

JMIR Dermatol 2023 (Dec 14); 6:e49889

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Assessment of Heart Rate Monitoring During Exercise With Smart Wristbands and a Heart Rhythm Patch: Validation and Comparison Study

Tse-Lun Wang, Hao-Yi Wu, Wei-Yun Wang, Chao-Wen Chen, Wu-Chien Chien, Chi-Ming Chu, Yi-Syuan Wu

JMIR Form Res 2023 (Dec 14); 7:e52519

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Caries Detection in Primary Teeth Using Intraoral Scanners Featuring Fluorescence: Protocol for a Diagnostic Agreement Study

Bree Jones, Stavroula Michou, Tong Chen, Margarita Moreno-Betancur, Nicky Kilpatrick, David Burgner, Christoph Vannahme, Mihiri Silva

JMIR Res Protoc 2023 (Dec 14); 12:e51578

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Comparison of Polysomnography, Single-Channel Electroencephalogram, Fitbit, and Sleep Logs in Patients With Psychiatric Disorders: Cross-Sectional Study

Keita Kawai, Kunihiro Iwamoto, Seiko Miyata, Ippei Okada, Hiroshige Fujishiro, Akiko Noda, Kazuyuki Nakagome, Norio Ozaki, Masashi Ikeda

J Med Internet Res 2023 (Dec 13); 25:e51336

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Digital Phenotyping for Monitoring Mental Disorders: Systematic Review

Pasquale Bufano, Marco Laurino, Sara Said, Alessandro Tognetti, Danilo Menicucci

J Med Internet Res 2023 (Dec 13); 25:e46778

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Assessing Facilitator Fidelity to Principles of Public Deliberation: Tutorial

Claire Draucker, Andrés Carrión, Mary A Ott, Amelia Knopf

JMIR Form Res 2023 (Dec 13); 7:e51202

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Predicting Waist Circumference From a Single Computed Tomography Image Using a Mobile App (Measure It): Development and Evaluation Study

Abderrahmen Masmoudi, Amine Zouari, Ahmed Bouzid, Kais Fourati, Soulaimen Baklouti, Mohamed Ben Amar, Salah Boujelben

JMIRx Med 2023 (Dec 12); 4:e38852

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Investigating Racial Disparities in Cancer Crowdfunding: A Comprehensive Study of Medical GoFundMe Campaigns

Xupin Zhang, Jingjing Wang, Jamil M Lane, Xin Xu, Silvia Sörensen

J Med Internet Res 2023 (Dec 12); 25:e51089

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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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