GIS (Geographic Information Systems) Applications in Public Health and Spatial Epidemiology

Fourier Transform Analysis of GPS-Derived Mobility Patterns for Diagnosis and Mood Monitoring of Bipolar and Major Depressive Disorders: Prospective Study

Ting-Yi Lee, Ching-Hsuan Chen, Chih-Min Liu, I-Ming Chen, Hsi-Chung Chen, Shu-I Wu, Chuhsing Kate Hsiao, Po-Hsiu Kuo

J Med Internet Res 2025 (Jul 15); 27:e71658

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Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study

Xiaoxue Li, Jie Liang, Lanqing Ma, Shijie Shen, Xueying Han, Tao Sun, Heng Guo

JMIR Public Health Surveill 2025 (May 12); 11:e70888

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Spatiotemporal and Behavioral Patterns of Men Who Have Sex With Men Using Geosocial Networking Apps in Shenzhen From Mobile Big Data Perspective: Longitudinal Observational Study

Lan Wei, Yongsheng Wu, Lin Chen, Jinquan Cheng, Jin Zhao

J Med Internet Res 2025 (Mar 20); 27:e69569

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Characterizing US Spatial Connectivity and Implications for Geographical Disease Dynamics and Metapopulation Modeling: Longitudinal Observational Study

Giulia Pullano, Lucila Gisele Alvarez-Zuzek, Vittoria Colizza, Shweta Bansal

JMIR Public Health Surveill 2025 (Feb 18); 11:e64914

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Increasing COVID-19 Testing and Vaccination Uptake in the Take Care Texas Community-Based Randomized Trial: Adaptive Geospatial Analysis

Kehe Zhang, Jocelyn V Hunyadi, Marcia C de Oliveira Otto, Miryoung Lee, Zitong Zhang, Ryan Ramphul, Jose-Miguel Yamal, Ashraf Yaseen, Alanna C Morrison, Shreela Sharma, Mohammad Hossein Rahbar, Xu Zhang, Stephen Linder, Dritana Marko, Rachel White Roy, Deborah Banerjee, Esmeralda Guajardo, Michelle Crum, Belinda Reininger, Maria E Fernandez, Cici Bauer

JMIR Form Res 2025 (Feb 11); 9:e62802

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Geosocial Media’s Early Warning Capabilities Across US County-Level Political Clusters: Observational Study

Dorian Arifi, Bernd Resch, Mauricio Santillana, Weihe Wendy Guan, Steffen Knoblauch, Sven Lautenbach, Thomas Jaenisch, Ivonne Morales, Clemens Havas

JMIR Infodemiology 2025 (Jan 30); 5:e58539

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Mapping Key Populations to Develop Improved HIV and AIDS Interventions: Multiphase Cross-Sectional Observational Mapping Study Using a District and City Approach

Pande Putu Januraga, Endang Lukitosari, Lanny Luhukay, Rizky Hasby, Aang Sutrisna

JMIR Public Health Surveill 2025 (Jan 30); 11:e56820

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Spatiotemporal Correlation Analysis for the Incidence of Esophageal and Gastric Cancer From 2010 to 2019: Ecological Study

Zixuan Cui, Chen Suo, Yidan Zhao, Shuo Wang, Ming Zhao, Ruilin Chen, Linyao Lu, Tiejun Zhang, Xingdong Chen

JMIR Cancer 2025 (Jan 29); 11:e66655

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Analyzing Geospatial and Socioeconomic Disparities in Breast Cancer Screening Among Populations in the United States: Machine Learning Approach

Soheil Hashtarkhani, Yiwang Zhou, Fekede Asefa Kumsa, Shelley White-Means, David L Schwartz, Arash Shaban-Nejad

JMIR Cancer 2025 (Jan 16); 11:e59882

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Geospatial Modeling of Deep Neural Visual Features for Predicting Obesity Prevalence in Missouri: Quantitative Study

Butros M Dahu, Solaiman Khan, Imad Eddine Toubal, Mariam Alshehri, Carlos I Martinez-Villar, Olabode B Ogundele, Lincoln R Sheets, Grant J Scott

JMIR AI 2024 (Dec 17); 3:e64362

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Epidemiological Characteristics and Spatiotemporal Analysis of Occupational Noise–Induced Deafness From 2006 to 2022 in Guangdong, China: Surveillance Study

Shanyu Zhou, Yongshun Huang, Lin Chen, Xianzhong Wen, Shu Wang, Lang Huang, Xudong Li

JMIR Public Health Surveill 2024 (Nov 29); 10:e57851

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Neighborhoods, Networks, and HIV Care Among Men Who Have Sex With Men: Proposal for a Longitudinal Study

Hong Van Tieu, Vijay Nandi, José E Diaz, Emily Greene, Melonie Walcott, Frank Curriero, Michael R Desjardins, Cara Wychgram, Carl Latkin, Andrew G Rundle, Victoria A Frye, NNHIV Study Team

JMIR Res Protoc 2024 (Nov 13); 13:e64358

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Spatial Analyses of Crisis Pregnancy Centers and Abortion Facilities in the United States, 2021 (Pre-Dobbs): Cross-Sectional Study

Andrea Swartzendruber, Nicole Luisi, Erin R Johnson, Danielle N Lambert

JMIR Public Health Surveill 2024 (Nov 06); 10:e60001

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Spatiotemporal Cluster Detection for COVID-19 Outbreak Surveillance: Descriptive Analysis Study

Rachel Martonik, Caitlin Oleson, Ellyn Marder

JMIR Public Health Surveill 2024 (Oct 16); 10:e49871

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Application of Spatial Analysis on Electronic Health Records to Characterize Patient Phenotypes: Systematic Review

Abolfazl Mollalo, Bashir Hamidi, Leslie A Lenert, Alexander V Alekseyenko

JMIR Med Inform 2024 (Oct 15); 12:e56343

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The Automatic Context Measurement Tool (ACMT) to Compile Participant-Specific Built and Social Environment Measures for Health Research: Development and Usability Study

Weipeng Zhou, Amy Youngbloom, Xinyang Ren, Brian E Saelens, Sean D Mooney, Stephen J Mooney

JMIR Form Res 2024 (Oct 04); 8:e56510

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The Distribution and Associated Factors of HIV/AIDS Among Youths in Guangxi, China, From 2014 to 2021: Bayesian Spatiotemporal Analysis

Juntong Li, Runxi Zhang, Guanghua Lan, Mei Lin, Shengkui Tan, Qiuying Zhu, Huanhuan Chen, Jinghua Huang, Dongni Ding, Chunying Li, Yuhua Ruan, Na Wang

JMIR Public Health Surveill 2024 (Sep 27); 10:e53361

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Mobile Phones and HIV Testing: Multicountry Instrumental Variable Analysis From Sub-Saharan Africa

Francesco Iacoella, Nyasha Tirivayi

J Med Internet Res 2024 (Sep 27); 26:e48794

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Epidemiological Characteristics and Spatiotemporal Clustering of Pulmonary Tuberculosis Among Students in Southwest China From 2016 to 2022: Analysis of Population-Based Surveillance Data

Deliang Kong, Chengguo Wu, Yimin Cui, Jun Fan, Ting Zhang, Jiyuan Zhong, Chuan Pu

JMIR Public Health Surveill 2024 (Sep 24); 10:e64286

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Lyme Disease Under-Ascertainment During the COVID-19 Pandemic in the United States: Retrospective Study

Brie S Jones, Michael E DeWitt, Jennifer J Wenner, John W Sanders

JMIR Public Health Surveill 2024 (Sep 12); 10:e56571

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