Public Health Informatics

Automating Detection of Drug-Related Harms on Social Media: Machine Learning Framework

Andrew Fisher, Matthew Maclaren Young, Doris Payer, Karen Pacheco, Chad Dubeau, Vijay Mago

J Med Internet Res 2023 (Sep 19); 25:e43630

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Appraising Unmet Needs and Misinformation Spread About Polycystic Ovary Syndrome in 85,872 YouTube Comments Over 12 Years: Big Data Infodemiology Study

Kashish Malhotra, Punith Kempegowda

J Med Internet Res 2023 (Sep 11); 25:e49220

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Combinatorial Use of Machine Learning and Logistic Regression for Predicting Carotid Plaque Risk Among 5.4 Million Adults With Fatty Liver Disease Receiving Health Check-Ups: Population-Based Cross-Sectional Study

Yuhan Deng, Yuan Ma, Jingzhu Fu, Xiaona Wang, Canqing Yu, Jun Lv, Sailimai Man, Bo Wang, Liming Li

JMIR Public Health Surveill 2023 (Sep 07); 9:e47095

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Trends in Opioid Medication Adherence During the COVID-19 Pandemic: Retrospective Cohort Study

Amir Marashi, David Warren, Gary Call, Mark Dras

JMIR Public Health Surveill 2023 (Sep 01); 9:e42495

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Prediction Model for Postoperative Quality of Life Among Breast Cancer Survivors Along the Survivorship Trajectory From Pretreatment to 5 Years: Machine Learning–Based Analysis

Danbee Kang, Hyunsoo Kim, Juhee Cho, Zero Kim, Myungjin Chung, Jeong Eon Lee, Seok Jin Nam, Seok Won Kim, Jonghan Yu, Byung Joo Chae, Jai Min Ryu, Se Kyung Lee

JMIR Public Health Surveill 2023 (Aug 24); 9:e45212

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Quantifying Benefit-Risk Trade-Offs Toward Prophylactic Treatment Among Adult Patients With Hemophilia A in China: Discrete Choice Experiment Study

Limin Wang, Shimeng Liu, Shan Jiang, Chaofan Li, Liyong Lu, Yunhai Fang, Shunping Li

JMIR Public Health Surveill 2023 (Jul 26); 9:e45747

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Content Quality of Web-Based Short-Form Videos for Fire and Burn Prevention in China: Content Analysis

Lang Qin, Ming Zheng, David C Schwebel, Li Li, Peixia Cheng, Zhenzhen Rao, Ruisha Peng, Peishan Ning, Guoqing Hu

J Med Internet Res 2023 (Jun 30); 25:e47343

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Contribution of Frailty to Multimorbidity Patterns and Trajectories: Longitudinal Dynamic Cohort Study of Aging People

Lucía A Carrasco-Ribelles, Margarita Cabrera-Bean, Marc Danés-Castells, Edurne Zabaleta-del-Olmo, Albert Roso-Llorach, Concepción Violán

JMIR Public Health Surveill 2023 (Jun 27); 9:e45848

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Accuracy of Self-Reported COVID-19 Vaccination Status Compared With a Public Health Vaccination Registry in Québec: Observational Diagnostic Study

Patrick M Archambault, Rhonda J Rosychuk, Martyne Audet, Rajan Bola, Shabnam Vatanpour, Steven C Brooks, Raoul Daoust, Gregory Clark, Lars Grant, Samuel Vaillancourt, Michelle Welsford, Laurie J Morrison, Corinne M Hohl, Canadian COVID-19 Emergency Department Rapid Response Network (CCEDRRN) investigators, Network of Canadian Emergency Researchers, Canadian Critical Care Trials Group

JMIR Public Health Surveill 2023 (Jun 16); 9:e44465

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Effectiveness of Public Health Digital Surveillance Systems for Infectious Disease Prevention and Control at Mass Gatherings: Systematic Review

Noha Maddah, Arpana Verma, Maryam Almashmoum, John Ainsworth

J Med Internet Res 2023 (May 19); 25:e44649

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Obstacles to Health Big Data Utilization Based on the Perceptions and Demands of Health Care Workers in South Korea: Web-Based Survey Study

Yoon Heui Lee, Yu-Jin Jang, Soo-Kyoung Lee

JMIR Form Res 2023 (Apr 13); 7:e45913

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The Association Between Social Determinants of Health and Population Health Outcomes: Ecological Analysis

Ace Vo, Youyou Tao, Yan Li, Abdulaziz Albarrak

JMIR Public Health Surveill 2023 (Mar 29); 9:e44070

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Adaptation and Utilization of a Postmarket Evaluation Model for Digital Contact Tracing Mobile Health Tools in the United States: Observational Cross-sectional Study

Kevin E Cevasco, Amira A Roess

JMIR Public Health Surveill 2023 (Mar 22); 9:e38633

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Automating Case Reporting of Chlamydia and Gonorrhea to Public Health Authorities in Illinois Clinics: Implementation and Evaluation of Findings

Ninad Mishra, Reynaldo Grant, Megan Toth Patel, Siva Guntupalli, Andrew Hamilton, Jeremy Carr, Elizabeth McKnight, Wendy Wise, David deRoode, Jim Jellison, Natalie Viator Collins, Alejandro Pérez, Saugat Karki

JMIR Public Health Surveill 2023 (Mar 14); 9:e38868

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Artificial Intelligence in Community-Based Diabetic Retinopathy Telemedicine Screening in Urban China: Cost-effectiveness and Cost-Utility Analyses With Real-world Data

Senlin Lin, Yingyan Ma, Yi Xu, Lina Lu, Jiangnan He, Jianfeng Zhu, Yajun Peng, Tao Yu, Nathan Congdon, Haidong Zou

JMIR Public Health Surveill 2023 (Feb 23); 9:e41624

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Utility of the Comprehensive Health and Stringency Indexes in Evaluating Government Responses for Containing the Spread of COVID-19 in India: Ecological Time-Series Study

Kamal Kishore, Vidushi Jaswal, Anuj Kumar Pandey, Madhur Verma, Vipin Koushal

JMIR Public Health Surveill 2023 (Feb 10); 9:e38371

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Natural Language Processing for Improved Characterization of COVID-19 Symptoms: Observational Study of 350,000 Patients in a Large Integrated Health Care System

Deborah E Malden, Sara Y Tartof, Bradley K Ackerson, Vennis Hong, Jacek Skarbinski, Vincent Yau, Lei Qian, Heidi Fischer, Sally F Shaw, Susan Caparosa, Fagen Xie

JMIR Public Health Surveill 2022 (Dec 30); 8(12):e41529

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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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Prediction of COVID-19 Infections for Municipalities in the Netherlands: Algorithm Development and Interpretation

Tjeerd van der Ploeg, Robbert J J Gobbens

JMIR Public Health Surveill 2022 (Oct 20); 8(10):e38450

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A Standard-Based Citywide Health Information Exchange for Public Health in Response to COVID-19: Development Study

Bala Hota, Paul Casey, Anne F McIntyre, Jawad Khan, Shafiq Rab, Aneesh Chopra, Omar Lateef, Jennifer E Layden

JMIR Public Health Surveill 2022 (Sep 27); 8(9):e35973

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