Artificial Intelligence

Design and Formative Evaluation of a Virtual Voice-Based Coach for Problem-solving Treatment: Observational Study

Thomas Kannampallil, Corina R Ronneberg, Nancy E Wittels, Vikas Kumar, Nan Lv, Joshua M Smyth, Ben S Gerber, Emily A Kringle, Jillian A Johnson, Philip Yu, Lesley E Steinman, Olu A Ajilore, Jun Ma

JMIR Form Res 2022 (Aug 12); 6(8):e38092

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Qualitative Evaluation of an Artificial Intelligence–Based Clinical Decision Support System to Guide Rhythm Management of Atrial Fibrillation: Survey Study

John Stacy, Rachel Kim, Christopher Barrett, Balaviknesh Sekar, Steven Simon, Farnoush Banaei-Kashani, Michael A Rosenberg

JMIR Form Res 2022 (Aug 11); 6(8):e36443

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Overview of Artificial Intelligence–Driven Wearable Devices for Diabetes: Scoping Review

Arfan Ahmed, Sarah Aziz, Alaa Abd-alrazaq, Faisal Farooq, Javaid Sheikh

J Med Internet Res 2022 (Aug 09); 24(8):e36010

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Application of Artificial Intelligence in Shared Decision Making: Scoping Review

Samira Abbasgholizadeh Rahimi, Michelle Cwintal, Yuhui Huang, Pooria Ghadiri, Roland Grad, Dan Poenaru, Genevieve Gore, Hervé Tchala Vignon Zomahoun, France Légaré, Pierre Pluye

JMIR Med Inform 2022 (Aug 09); 10(8):e36199

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Predicting Patient Wait Times by Using Highly Deidentified Data in Mental Health Care: Enhanced Machine Learning Approach

Amir Rastpour, Carolyn McGregor

JMIR Ment Health 2022 (Aug 09); 9(8):e38428

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Predicting Mortality in Intensive Care Unit Patients With Heart Failure Using an Interpretable Machine Learning Model: Retrospective Cohort Study

Jili Li, Siru Liu, Yundi Hu, Lingfeng Zhu, Yujia Mao, Jialin Liu

J Med Internet Res 2022 (Aug 09); 24(8):e38082

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Consumer Perspectives on the Use of Artificial Intelligence Technology and Automation in Crisis Support Services: Mixed Methods Study

Jennifer S Ma, Megan O’Riordan, Kelly Mazzer, Philip J Batterham, Sally Bradford, Kairi Kõlves, Nickolai Titov, Britt Klein, Debra J Rickwood

JMIR Hum Factors 2022 (Aug 05); 9(3):e34514

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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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A Questionnaire-Based Ensemble Learning Model to Predict the Diagnosis of Vertigo: Model Development and Validation Study

Fangzhou Yu, Peixia Wu, Haowen Deng, Jingfang Wu, Shan Sun, Huiqian Yu, Jianming Yang, Xianyang Luo, Jing He, Xiulan Ma, Junxiong Wen, Danhong Qiu, Guohui Nie, Rizhao Liu, Guohua Hu, Tao Chen, Cheng Zhang, Huawei Li

J Med Internet Res 2022 (Aug 03); 24(8):e34126

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Effectiveness of Artificial Intelligence–Assisted Decision-making to Improve Vulnerable Women’s Participation in Cervical Cancer Screening in France: Protocol for a Cluster Randomized Controlled Trial (AppDate-You)

Farida Selmouni, Marine Guy, Richard Muwonge, Abdelhak Nassiri, Eric Lucas, Partha Basu, Catherine Sauvaget

JMIR Res Protoc 2022 (Aug 02); 11(8):e39288

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Diagnosis of Atrial Fibrillation Using Machine Learning With Wearable Devices After Cardiac Surgery: Algorithm Development Study

Daisuke Hiraoka, Tomohiko Inui, Eiryo Kawakami, Megumi Oya, Ayumu Tsuji, Koya Honma, Yohei Kawasaki, Yoshihito Ozawa, Yuki Shiko, Hideki Ueda, Hiroki Kohno, Kaoru Matsuura, Michiko Watanabe, Yasunori Yakita, Goro Matsumiya

JMIR Form Res 2022 (Aug 01); 6(8):e35396

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Providing Care Beyond Therapy Sessions With a Natural Language Processing–Based Recommender System That Identifies Cancer Patients Who Experience Psychosocial Challenges and Provides Self-care Support: Pilot Study

Yvonne W Leung, Bomi Park, Rachel Heo, Achini Adikari, Suja Chackochan, Jiahui Wong, Elyse Alie, Mathew Gancarz, Martyna Kacala, Graeme Hirst, Daswin de Silva, Leon French, Jacqueline Bender, Faye Mishna, David Gratzer, Damminda Alahakoon, Mary Jane Esplen

JMIR Cancer 2022 (Jul 29); 8(3):e35893

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Development of an Interoperable and Easily Transferable Clinical Decision Support System Deployment Platform: System Design and Development Study

Junsang Yoo, Jeonghoon Lee, Ji Young Min, Sae Won Choi, Joon-myoung Kwon, Insook Cho, Chiyeon Lim, Mi Young Choi, Won Chul Cha

J Med Internet Res 2022 (Jul 27); 24(7):e37928

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Advance Planning for Technology Use in Dementia Care: Development, Design, and Feasibility of a Novel Self-administered Decision-Making Tool

Clara Berridge, Natalie R Turner, Liu Liu, Sierramatice W Karras, Amy Chen, Karen Fredriksen-Goldsen, George Demiris

JMIR Aging 2022 (Jul 27); 5(3):e39335

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Artificial Intelligence–Assisted Diagnosis of Anterior Cruciate Ligament Tears From Magnetic Resonance Images: Algorithm Development and Validation Study

Kun-Hui Chen, Chih-Yu Yang, Hsin-Yi Wang, Hsiao-Li Ma, Oscar Kuang-Sheng Lee

JMIR AI 2022 (Jul 26); 1(1):e37508

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Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study

Jasmine M Noble, Ali Zamani, MohamadAli Gharaat, Dylan Merrick, Nathanial Maeda, Alex Lambe Foster, Isabella Nikolaidis, Rachel Goud, Eleni Stroulia, Vincent I O Agyapong, Andrew J Greenshaw, Simon Lambert, Dave Gallson, Ken Porter, Debbie Turner, Osmar Zaiane

JMIR Res Protoc 2022 (Jul 25); 11(7):e33717

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Strategic Guidance and Technological Solutions for Human Resources Management to Sustain an Aging Workforce: Review of International Standards, Research, and Use Cases

Ann Kathrin Wissemann, Sabrina Winona Pit, Patrick Serafin, Hansjürgen Gebhardt

JMIR Hum Factors 2022 (Jul 21); 9(3):e27250

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Type 1 Diabetes Hypoglycemia Prediction Algorithms: Systematic Review

Stella Tsichlaki, Lefteris Koumakis, Manolis Tsiknakis

JMIR Diabetes 2022 (Jul 21); 7(3):e34699

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Exploring an Artificial Intelligence–Based, Gamified Phone App Prototype to Track and Improve Food Choices of Adolescent Girls in Vietnam: Acceptability, Usability, and Likeability Study

Bianca C Braga, Phuong H Nguyen, Noora-Lisa Aberman, Frank Doyle, Gloria Folson, Nga Hoang, Phuong Huynh, Bastien Koch, Peter McCloskey, Lan Tran, David Hughes, Aulo Gelli

JMIR Form Res 2022 (Jul 21); 6(7):e35197

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Feasibility and Impact of Integrating an Artificial Intelligence–Based Diagnosis Aid for Autism Into the Extension for Community Health Outcomes Autism Primary Care Model: Protocol for a Prospective Observational Study

Kristin Sohl, Rachel Kilian, Alicia Brewer Curran, Melissa Mahurin, Valeria Nanclares-Nogués, Stuart Liu-Mayo, Carmela Salomon, Jennifer Shannon, Sharief Taraman

JMIR Res Protoc 2022 (Jul 19); 11(7):e37576

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