Statistical Methods for Surveillance and Population Health

County-Level Social Distancing and Policy Impact in the United States: A Dynamical Systems Model

Kevin L McKee, Ian C Crandell, Alexandra L Hanlon

JMIR Public Health Surveill 2020 (Dec 23); 6(4):e23902

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Reduction of COVID-19 Incidence and Nonpharmacologic Interventions: Analysis Using a US County–Level Policy Data Set

Senan Ebrahim, Henry Ashworth, Cray Noah, Adesh Kadambi, Asmae Toumi, Jagpreet Chhatwal

J Med Internet Res 2020 (Dec 21); 22(12):e24614

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Missing-Data Handling Methods for Lifelogs-Based Wellness Index Estimation: Comparative Analysis With Panel Data

Ki-Hun Kim, Kwang-Jae Kim

JMIR Med Inform 2020 (Dec 17); 8(12):e20597

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An Epidemiological Model Considering Isolation to Predict COVID-19 Trends in Tokyo, Japan: Numerical Analysis

Motoaki Utamura, Makoto Koizumi, Seiichi Kirikami

JMIR Public Health Surveill 2020 (Dec 16); 6(4):e23624

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Dynamic Public Health Surveillance to Track and Mitigate the US COVID-19 Epidemic: Longitudinal Trend Analysis Study

Lori Ann Post, Tariq Ziad Issa, Michael J Boctor, Charles B Moss, Robert L Murphy, Michael G Ison, Chad J Achenbach, Danielle Resnick, Lauren Nadya Singh, Janine White, Joshua Marco Mitchell Faber, Kasen Culler, Cynthia A Brandt, James Francis Oehmke

J Med Internet Res 2020 (Dec 03); 22(12):e24286

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Novel Indicator to Ascertain the Status and Trend of COVID-19 Spread: Modeling Study

Takashi Nakano, Yoichi Ikeda

J Med Internet Res 2020 (Nov 30); 22(11):e20144

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A SARS-CoV-2 Surveillance System in Sub-Saharan Africa: Modeling Study for Persistence and Transmission to Inform Policy

Lori Ann Post, Salem T Argaw, Cameron Jones, Charles B Moss, Danielle Resnick, Lauren Nadya Singh, Robert Leo Murphy, Chad J Achenbach, Janine White, Tariq Ziad Issa, Michael J Boctor, James Francis Oehmke

J Med Internet Res 2020 (Nov 19); 22(11):e24248

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Availability and Quality of Surveillance and Survey Data on HIV Prevalence Among Sex Workers, Men Who Have Sex With Men, People Who Inject Drugs, and Transgender Women in Low- and Middle-Income Countries: Review of Available Data (2001-2017)

Sonia Arias Garcia, Jia Chen, Jesus Garcia Calleja, Keith Sabin, Chinelo Ogbuanu, David Lowrance, Jinkou Zhao

JMIR Public Health Surveill 2020 (Nov 17); 6(4):e21688

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Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation

Khaled El Emam, Lucy Mosquera, Jason Bass

J Med Internet Res 2020 (Nov 16); 22(11):e23139

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Analysis of the COVID-19 Epidemic Transmission Network in Mainland China: K-Core Decomposition Study

Lei Qin, Yidan Wang, Qiang Sun, Xiaomei Zhang, Ben-Chang Shia, Chengcheng Liu

JMIR Public Health Surveill 2020 (Nov 13); 6(4):e24291

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Transmission Dynamics of the COVID-19 Epidemic at the District Level in India: Prospective Observational Study

Suman Saurabh, Mahendra Kumar Verma, Vaishali Gautam, Nitesh Kumar, Akhil Dhanesh Goel, Manoj Kumar Gupta, Pankaj Bhardwaj, Sanjeev Misra

JMIR Public Health Surveill 2020 (Oct 15); 6(4):e22678

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How Data Analytics and Big Data Can Help Scientists in Managing COVID-19 Diffusion: Modeling Study to Predict the COVID-19 Diffusion in Italy and the Lombardy Region

Davide Tosi, Alessandro Campi

J Med Internet Res 2020 (Oct 14); 22(10):e21081

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Dynamic Panel Surveillance of COVID-19 Transmission in the United States to Inform Health Policy: Observational Statistical Study

James Francis Oehmke, Charles B Moss, Lauren Nadya Singh, Theresa Bristol Oehmke, Lori Ann Post

J Med Internet Res 2020 (Oct 05); 22(10):e21955

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Dynamic Panel Estimate–Based Health Surveillance of SARS-CoV-2 Infection Rates to Inform Public Health Policy: Model Development and Validation

James Francis Oehmke, Theresa B Oehmke, Lauren Nadya Singh, Lori Ann Post

J Med Internet Res 2020 (Sep 22); 22(9):e20924

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Prediction of the Transition From Subexponential to the Exponential Transmission of SARS-CoV-2 in Chennai, India: Epidemic Nowcasting

Kamalanand Krishnamurthy, Bakiya Ambikapathy, Ashwani Kumar, Lourduraj De Britto

JMIR Public Health Surveill 2020 (Sep 18); 6(3):e21152

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Flexible, Freely Available Stochastic Individual Contact Model for Exploring COVID-19 Intervention and Control Strategies: Development and Simulation

Timothy Churches, Louisa Jorm

JMIR Public Health Surveill 2020 (Sep 18); 6(3):e18965

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Potential Early Identification of a Large Campylobacter Outbreak Using Alternative Surveillance Data Sources: Autoregressive Modelling and Spatiotemporal Clustering

Mehnaz Adnan, Xiaoying Gao, Xiaohan Bai, Elizabeth Newbern, Jill Sherwood, Nicholas Jones, Michael Baker, Tim Wood, Wei Gao

JMIR Public Health Surveill 2020 (Sep 17); 6(3):e18281

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Data Imputation and Body Weight Variability Calculation Using Linear and Nonlinear Methods in Data Collected From Digital Smart Scales: Simulation and Validation Study

Jake Turicchi, Ruairi O'Driscoll, Graham Finlayson, Cristiana Duarte, A L Palmeira, Sofus C Larsen, Berit L Heitmann, R James Stubbs

JMIR Mhealth Uhealth 2020 (Sep 11); 8(9):e17977

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Early Stage Machine Learning–Based Prediction of US County Vulnerability to the COVID-19 Pandemic: Machine Learning Approach

Mihir Mehta, Juxihong Julaiti, Paul Griffin, Soundar Kumara

JMIR Public Health Surveill 2020 (Sep 11); 6(3):e19446

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Real-World Implications of a Rapidly Responsive COVID-19 Spread Model with Time-Dependent Parameters via Deep Learning: Model Development and Validation

Se Young Jung, Hyeontae Jo, Hwijae Son, Hyung Ju Hwang

J Med Internet Res 2020 (Sep 09); 22(9):e19907

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