Innovative Methods in Public Health and Surveillance

Public Discussion of Anthrax on Twitter: Using Machine Learning to Identify Relevant Topics and Events

Michele Miller, William Romine, Terry Oroszi

JMIR Public Health Surveill 2021 (Jun 18); 7(6):e27976

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An Urban Population Health Observatory System to Support COVID-19 Pandemic Preparedness, Response, and Management: Design and Development Study

Whitney S Brakefield, Nariman Ammar, Olufunto A Olusanya, Arash Shaban-Nejad

JMIR Public Health Surveill 2021 (Jun 16); 7(6):e28269

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Real-time Prediction of the Daily Incidence of COVID-19 in 215 Countries and Territories Using Machine Learning: Model Development and Validation

Yuanyuan Peng, Xinjian Chen, Yibiao Rong, Chi Pui Pang, Xinjian Chen, Haoyu Chen

J Med Internet Res 2021 (Jun 14); 23(6):e24285

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Clustering of Unhealthy Behaviors: Protocol for a Multiple Behavior Analysis of Data From the Canadian Longitudinal Study on Aging

Zack van Allen, Simon L Bacon, Paquito Bernard, Heather Brown, Sophie Desroches, Monika Kastner, Kim Lavoie, Marta Marques, Nicola McCleary, Sharon Straus, Monica Taljaard, Kednapa Thavorn, Jennifer R Tomasone, Justin Presseau

JMIR Res Protoc 2021 (Jun 11); 10(6):e24887

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Community Mitigation of COVID-19 and Portrayal of Testing on TikTok: Descriptive Study

Corey H Basch, Jan Mohlman, Joseph Fera, Alessia Pellicane, Alessia Pellicane, Charles E Basch

JMIR Public Health Surveill 2021 (Jun 10); 7(6):e29528

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Considerations for the Design and Implementation of COVID-19 Contact Tracing Apps: Scoping Review

Esli Osmanlliu, Edmond Rafie, Sylvain Bédard, Jesseca Paquette, Genevieve Gore, Marie-Pascale Pomey

JMIR Mhealth Uhealth 2021 (Jun 09); 9(6):e27102

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How New Mexico Leveraged a COVID-19 Case Forecasting Model to Preemptively Address the Health Care Needs of the State: Quantitative Analysis

Lauren A Castro, Courtney D Shelley, Dave Osthus, Isaac Michaud, Jason Mitchell, Carrie A Manore, Sara Y Del Valle

JMIR Public Health Surveill 2021 (Jun 09); 7(6):e27888

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The Rotavirus Surveillance System in Yemen: Evaluation Study

Eman Abdullah Lardi, Sharaf Sharaf Al Kuhlani, Mohammed Abdullah Al Amad, Abdulwahed Abduljabar Al Serouri, Yousef Saleh Khader

JMIR Public Health Surveill 2021 (Jun 08); 7(6):e27625

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Best Practice Guidance for Digital Contact Tracing Apps: A Cross-disciplinary Review of the Literature

James O'Connell, Manzar Abbas, Sarah Beecham, Jim Buckley, Muslim Chochlov, Brian Fitzgerald, Liam Glynn, Kevin Johnson, John Laffey, Bairbre McNicholas, Bashar Nuseibeh, Michael O'Callaghan, Ian O'Keeffe, Abdul Razzaq, Kaavya Rekanar, Ita Richardson, Andrew Simpkin, Cristiano Storni, Damyanka Tsvyatkova, Jane Walsh, Thomas Welsh, Derek O'Keeffe

JMIR Mhealth Uhealth 2021 (Jun 07); 9(6):e27753

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Impact of Public Health and Social Measures on the COVID-19 Pandemic in the United States and Other Countries: Descriptive Analysis

Sophia Alison Zweig, Alexander John Zapf, Hanmeng Xu, Qingfeng Li, Smisha Agarwal, Alain Bernard Labrique, David H Peters

JMIR Public Health Surveill 2021 (Jun 02); 7(6):e27917

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Epidemiology of Diphtheria in Yemen, 2017-2018: Surveillance Data Analysis

Suaad Ameen Moghalles, Basher Ahmed Aboasba, Mohammed Abdullah Alamad, Yousef Saleh Khader

JMIR Public Health Surveill 2021 (Jun 02); 7(6):e27590

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Risk Assessment of Importation and Local Transmission of COVID-19 in South Korea: Statistical Modeling Approach

Hyojung Lee, Yeahwon Kim, Eunsu Kim, Sunmi ‍Lee

JMIR Public Health Surveill 2021 (Jun 01); 7(6):e26784

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An Overview of the Treatment Options Used for the Management of COVID-19 in Pakistan: Retrospective Observational Study

Hashaam Akhtar, Samar Akhtar, Fazal-Ul Rahman, Maham Afridi, Sundas Khalid, Sabahat Ali, Nasim Akhtar, Yousef S Khader, Hamaad Ahmad, Muhammad Mujeeb Khan

JMIR Public Health Surveill 2021 (May 27); 7(5):e28594

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Effective Training Data Extraction Method to Improve Influenza Outbreak Prediction from Online News Articles: Deep Learning Model Study

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

JMIR Med Inform 2021 (May 25); 9(5):e23305

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A COVID-19 Pandemic Artificial Intelligence–Based System With Deep Learning Forecasting and Automatic Statistical Data Acquisition: Development and Implementation Study

Cheng-Sheng Yu, Shy-Shin Chang, Tzu-Hao Chang, Jenny L Wu, Yu-Jiun Lin, Hsiung-Fei Chien, Ray-Jade Chen

J Med Internet Res 2021 (May 20); 23(5):e27806

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Notes From the Field: The Combined Effects of Tocilizumab and Remdesivir in a Patient With Severe COVID-19 and Cytokine Release Syndrome

Sabahat Ali, Sundas Khalid, Maham Afridi, Samar Akhtar, Yousef S Khader, Hashaam Akhtar

JMIR Public Health Surveill 2021 (May 19); 7(5):e27609

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Impact of the Protracted War in Yemen on the Acute Flaccid Paralysis Surveillance System: Retrospective Descriptive Analysis

Riham Al-Dubaiee, Mutaher AL Qassimi, Ahmed Al-Dar, Abdulwahed Al Serouri, Yousef Khader

JMIR Public Health Surveill 2021 (May 19); 7(5):e27638

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Morbidity and Mortality Associated with Typhoid Fever Among Hospitalized Patients in Hyderabad District, Pakistan, 2017-2018: Retrospective Record Review

Munaza Fatima, Santosh Kumar, Mudassar Hussain, Naveed Masood Memon, Anum Vighio, Muhammad Asif Syed, Ambreen Chaudhry, Zakir Hussain, Zeeshan Iqbal Baig, Mirza Amir Baig, Rana Jawad Asghar, Aamer Ikram, Yousef Khader

JMIR Public Health Surveill 2021 (May 17); 7(5):e27268

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Cutaneous Leishmaniasis Outbreak Investigation in Hajjah Governorate, Yemen, in 2018: Case-Control Study

Abdulkareem Ali Nassar, Mahmood Hasan Abdelrazzaq, Ali Hamoud Almahaqri, Mohammed Abdullah Al-Amad, Abulwahed Abduljabbar Al Serouri, Yousef Saleh Khader

JMIR Public Health Surveill 2021 (May 14); 7(5):e27442

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Reporting of Differences in Taste Between Branded and Unbranded Cigarettes by Smokers Blinded to Cigarette Branding: Within-Person, Randomized Crossover Study

Nasser F BinDhim, Nora A Althumiri, Mada H Basyouni, Rasha A Almubark, Zaied Alkhamaali, Weam Banjar, Mohammed Zamakhshary, Khaled M AlKattan

JMIR Form Res 2021 (May 14); 5(5):e24446

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