Artificial Intelligence

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael L Birnbaum, Munmun De Choudhury

JMIR Ment Health 2022 (Dec 30); 9(12):e39747

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An Assessment of the Predictive Performance of Current Machine Learning–Based Breast Cancer Risk Prediction Models: Systematic Review

Ying Gao, Shu Li, Yujing Jin, Lengxiao Zhou, Shaomei Sun, Xiaoqian Xu, Shuqian Li, Hongxi Yang, Qing Zhang, Yaogang Wang

JMIR Public Health Surveill 2022 (Dec 29); 8(12):e35750

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User Experience of COVID-19 Chatbots: Scoping Review

Becky K White, Annegret Martin, James Angus White

J Med Internet Res 2022 (Dec 27); 24(12):e35903

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Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study

Siyang Wang, Simon Šuster, Timothy Baldwin, Karin Verspoor

J Med Internet Res 2022 (Dec 23); 24(12):e38859

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Examining the Use of an Artificial Intelligence Model to Diagnose Influenza: Development and Validation Study

Sho Okiyama, Memori Fukuda, Masashi Sode, Wataru Takahashi, Masahiro Ikeda, Hiroaki Kato, Yusuke Tsugawa, Masao Iwagami

J Med Internet Res 2022 (Dec 23); 24(12):e38751

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Use of Artificial Intelligence in the Search for New Information Through Routine Laboratory Tests: Systematic Review

Glauco Cardozo, Salvador Francisco Tirloni, Antônio Renato Pereira Moro, Jefferson Luiz Brum Marques

JMIR Bioinform Biotech 2022 (Dec 23); 3(1):e40473

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Human Decision-making in an Artificial Intelligence–Driven Future in Health: Protocol for Comparative Analysis and Simulation

Nandini Doreswamy, Louise Horstmanshof

JMIR Res Protoc 2022 (Dec 23); 11(12):e42353

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Boosting Delirium Identification Accuracy With Sentiment-Based Natural Language Processing: Mixed Methods Study

Lu Wang, Yilun Zhang, Mark Chignell, Baizun Shan, Kathleen A Sheehan, Fahad Razak, Amol Verma

JMIR Med Inform 2022 (Dec 20); 10(12):e38161

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Visualizing the Interpretation of a Criteria-Driven System That Automatically Evaluates the Quality of Health News: Exploratory Study of 2 Approaches

Xiaoyu Liu, Hiba Alsghaier, Ling Tong, Amna Ataullah, Susan McRoy

JMIR AI 2022 (Dec 20); 1(1):e37751

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Exploring Stakeholder Requirements to Enable the Research and Development of Artificial Intelligence Algorithms in a Hospital-Based Generic Infrastructure: Protocol for a Multistep Mixed Methods Study

Lina Weinert, Maximilian Klass, Gerd Schneider, Oliver Heinze

JMIR Res Protoc 2022 (Dec 16); 11(12):e42208

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Model for Predicting In-Hospital Mortality of Physical Trauma Patients Using Artificial Intelligence Techniques: Nationwide Population-Based Study in Korea

Seungseok Lee, Wu Seong Kang, Sanghyun Seo, Do Wan Kim, Hoon Ko, Joongsuck Kim, Seonghwa Lee, Jinseok Lee

J Med Internet Res 2022 (Dec 13); 24(12):e43757

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Issues in Melanoma Detection: Semisupervised Deep Learning Algorithm Development via a Combination of Human and Artificial Intelligence

Xinyuan Zhang, Ziqian Xie, Yang Xiang, Imran Baig, Mena Kozman, Carly Stender, Luca Giancardo, Cui Tao

JMIR Dermatol 2022 (Dec 12); 5(4):e39113

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A Machine Learning-Based Approach to Predict Prognosis and Length of Hospital Stay in Adults and Children With Traumatic Brain Injury: Retrospective Cohort Study

Cheng Fang, Yifeng Pan, Luotong Zhao, Zhaoyi Niu, Qingguo Guo, Bing Zhao

J Med Internet Res 2022 (Dec 09); 24(12):e41819

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Machine Learning Techniques to Explore Clinical Presentations of COVID-19 Severity and to Test the Association With Unhealthy Opioid Use: Retrospective Cross-sectional Cohort Study

Hale M Thompson, Brihat Sharma, Dale L Smith, Sameer Bhalla, Ihuoma Erondu, Aniruddha Hazra, Yousaf Ilyas, Paul Pachwicewicz, Neeral K Sheth, Neeraj Chhabra, Niranjan S Karnik, Majid Afshar

JMIR Public Health Surveill 2022 (Dec 08); 8(12):e38158

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Applications of Artificial Intelligence to Obesity Research: Scoping Review of Methodologies

Ruopeng An, Jing Shen, Yunyu Xiao

J Med Internet Res 2022 (Dec 07); 24(12):e40589

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Levels of Autonomous Radiology

Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat

Interact J Med Res 2022 (Dec 07); 11(2):e38655

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Using Deep Transfer Learning to Detect Hyperkalemia From Ambulatory Electrocardiogram Monitors in Intensive Care Units: Personalized Medicine Approach

I-Min Chiu, Jhu-Yin Cheng, Tien-Yu Chen, Yi-Min Wang, Chi-Yung Cheng, Chia-Te Kung, Fu-Jen Cheng, Fei-Fei Flora Yau, Chun-Hung Richard Lin

J Med Internet Res 2022 (Dec 05); 24(12):e41163

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Public Trust in Artificial Intelligence Applications in Mental Health Care: Topic Modeling Analysis

Yi Shan, Meng Ji, Wenxiu Xie, Kam-Yiu Lam, Chi-Yin Chow

JMIR Hum Factors 2022 (Dec 02); 9(4):e38799

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Learning the Treatment Process in Radiotherapy Using an Artificial Intelligence–Assisted Chatbot: Development Study

Nathanael Rebelo, Leslie Sanders, Kay Li, James C L Chow

JMIR Form Res 2022 (Dec 02); 6(12):e39443

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Interpretable Machine Learning Prediction of Drug-Induced QT Prolongation: Electronic Health Record Analysis

Steven T Simon, Katy E Trinkley, Daniel C Malone, Michael Aaron Rosenberg

J Med Internet Res 2022 (Dec 01); 24(12):e42163

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