Journal of Medical Internet Research - Vol 23, No 4 (2021): April

Artificial Intelligence

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Radiomic and Genomic Machine Learning Method Performance for Prostate Cancer Diagnosis: Systematic Literature Review

Rossana Castaldo, Carlo Cavaliere, Andrea Soricelli, Marco Salvatore, Leandro Pecchia, Monica Franzese

J Med Internet Res 2021 (Apr 01); 23(4):e22394

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New Methods

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Computer Mouse Movements as an Indicator of Work Stress: Longitudinal Observational Field Study

Nicolas Banholzer, Stefan Feuerriegel, Elgar Fleisch, Georg Friedrich Bauer, Tobias Kowatsch

J Med Internet Res 2021 (Apr 02); 23(4):e27121

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Web-based and Mobile Health Interventions

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A Mobile App for Self-management of Urgency and Mixed Urinary Incontinence in Women: Randomized Controlled Trial

Towe Wadensten, Emma Nyström, Karin Franzén, Anna Lindam, Elisabet Wasteson, Eva Samuelsson

J Med Internet Res 2021 (Apr 05); 23(4):e19439

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Moderated Online Social Therapy for Young People With Active Suicidal Ideation: Qualitative Study

Eleanor Bailey, Jo Robinson, Mario Alvarez-Jimenez, Maja Nedeljkovic, Lee Valentine, Sarah Bendall, Simon D'Alfonso, Tamsyn Gilbertson, Ben McKechnie, Simon Rice

J Med Internet Res 2021 (Apr 05); 23(4):e24260

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Internet-Based Cognitive Behavioral Therapy for Informal Caregivers: Randomized Controlled Pilot Trial

Ieva Biliunaite, Evaldas Kazlauskas, Robbert Sanderman, Inga Truskauskaite-Kuneviciene, Austeja Dumarkaite, Gerhard Andersson

J Med Internet Res 2021 (Apr 07); 23(4):e21466

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A Digital Patient-Provider Communication Intervention (InvolveMe): Qualitative Study on the Implementation Preparation Based on Identified Facilitators and Barriers

Berit Seljelid, Cecilie Varsi, Lise Solberg Nes, Kristin Astrid Øystese, Elin Børøsund

J Med Internet Res 2021 (Apr 08); 23(4):e22399

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Digital Health Reviews

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Social Media and Health Care, Part I: Literature Review of Social Media Use by Health Care Providers

Deema Farsi

J Med Internet Res 2021 (Apr 05); 23(4):e23205

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JMIR Theme Issue: COVID-19 Special Issue

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Comparison of Public Responses to Containment Measures During the Initial Outbreak and Resurgence of COVID-19 in China: Infodemiology Study

Xinyu Zhou, Yi Song, Hao Jiang, Qian Wang, Zhiqiang Qu, Xiaoyu Zhou, Mark Jit, Zhiyuan Hou, Leesa Lin

J Med Internet Res 2021 (Apr 05); 23(4):e26518

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Artificial Intelligence–Enabled Analysis of Public Attitudes on Facebook and Twitter Toward COVID-19 Vaccines in the United Kingdom and the United States: Observational Study

Amir Hussain, Ahsen Tahir, Zain Hussain, Zakariya Sheikh, Mandar Gogate, Kia Dashtipour, Azhar Ali, Aziz Sheikh

J Med Internet Res 2021 (Apr 05); 23(4):e26627

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Adaptive Susceptible-Infectious-Removed Model for Continuous Estimation of the COVID-19 Infection Rate and Reproduction Number in the United States: Modeling Study

Mark B Shapiro, Fazle Karim, Guido Muscioni, Abel Saju Augustine

J Med Internet Res 2021 (Apr 07); 23(4):e24389

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Classification Models for COVID-19 Test Prioritization in Brazil: Machine Learning Approach

Íris Viana dos Santos Santana, Andressa CM da Silveira, Álvaro Sobrinho, Lenardo Chaves e Silva, Leandro Dias da Silva, Danilo F S Santos, Edmar C Gurjão, Angelo Perkusich

J Med Internet Res 2021 (Apr 08); 23(4):e27293

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Telehealth and Telemonitoring

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Rural Telemedicine Use Before and During the COVID-19 Pandemic: Repeated Cross-sectional Study

Cherry Chu, Peter Cram, Andrea Pang, Vess Stamenova, Mina Tadrous, R Sacha Bhatia

J Med Internet Res 2021 (Apr 05); 23(4):e26960

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Teleassistance for Patients With Type 1 Diabetes During the COVID-19 Pandemic: Results of a Pilot Study

Martina Parise, Linda Tartaglione, Antonio Cutruzzolà, Maria Ida Maiorino, Katherine Esposito, Dario Pitocco, Agostino Gnasso, Concetta Irace

J Med Internet Res 2021 (Apr 06); 23(4):e24552

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Viewpoints and Perspectives

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Prescribing Phones to Address Health Equity Needs in the COVID-19 Era: The PHONE-CONNECT Program

Gill Kazevman, Marck Mercado, Jennifer Hulme, Andrea Somers

J Med Internet Res 2021 (Apr 06); 23(4):e23914

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Addressing the Digital Inverse Care Law in the Time of COVID-19: Potential for Digital Technology to Exacerbate or Mitigate Health Inequalities

Alisha R Davies, Matthew Honeyman, Bob Gann

J Med Internet Res 2021 (Apr 07); 23(4):e21726

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The Current Situation and Future Prospects of Simulators in Dental Education

Yaning Li, Hongqiang Ye, Fan Ye, Yunsong Liu, Longwei Lv, Ping Zhang, Xiao Zhang, Yongsheng Zhou

J Med Internet Res 2021 (Apr 08); 23(4):e23635

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Tutorial

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The Healing Hearts Together Randomized Controlled Trial and the COVID-19 Pandemic: A Tutorial for Transitioning From an In-Person to a Web-Based Intervention

Kathleen Lalande, Paul S Greenman, Karen Bouchard, Susan M Johnson, Heather Tulloch

J Med Internet Res 2021 (Apr 06); 23(4):e25502

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Ethics, Privacy, and Legal Issues

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Requirements and Operational Guidelines for Secure and Sustainable Digital Phenotyping: Design and Development Study

Raj R Jagesar, Jacob A Vorstman, Martien J Kas

J Med Internet Res 2021 (Apr 07); 23(4):e20996

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Clinical Information and Decision Making

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A Multimodality Machine Learning Approach to Differentiate Severe and Nonsevere COVID-19: Model Development and Validation

Yuanfang Chen, Liu Ouyang, Forrest S Bao, Qian Li, Lei Han, Hengdong Zhang, Baoli Zhu, Yaorong Ge, Patrick Robinson, Ming Xu, Jie Liu, Shi Chen

J Med Internet Res 2021 (Apr 07); 23(4):e23948

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Voice Assistants

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Using Speech Data From Interactions With a Voice Assistant to Predict the Risk of Future Accidents for Older Drivers: Prospective Cohort Study

Yasunori Yamada, Kaoru Shinkawa, Masatomo Kobayashi, Hironobu Takagi, Miyuki Nemoto, Kiyotaka Nemoto, Tetsuaki Arai

J Med Internet Res 2021 (Apr 08); 23(4):e27667

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