Big Data

COVID-19 Symptom-Related Google Searches and Local COVID-19 Incidence in Spain: Correlational Study

Alberto Jimenez Jimenez, Rosa M Estevez-Reboredo, Miguel A Santed, Victoria Ramos

J Med Internet Res 2020 (Dec 18); 22(12):e23518

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Monitoring the Spatial Spread of COVID-19 and Effectiveness of Control Measures Through Human Movement Data: Proposal for a Predictive Model Using Big Data Analytics

Zhenlong Li, Xiaoming Li, Dwayne Porter, Jiajia Zhang, Yuqin Jiang, Bankole Olatosi, Sharon Weissman

JMIR Res Protoc 2020 (Dec 18); 9(12):e24432

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Communicating With Patients About Software for Enhancing Privacy in Secondary Database Research Involving Record Linkage: Delphi Study

Cason Schmit, Kobi V Ajayi, Alva O Ferdinand, Theodoros Giannouchos, Gurudev Ilangovan, W Benjamin Nowell, Hye-Chung Kum

J Med Internet Res 2020 (Dec 15); 22(12):e20783

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Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review

Jawad Ahmed Chishtie, Jean-Sebastien Marchand, Luke A Turcotte, Iwona Anna Bielska, Jessica Babineau, Monica Cepoiu-Martin, Michael Irvine, Sarah Munce, Sally Abudiab, Marko Bjelica, Saima Hossain, Muhammad Imran, Tara Jeji, Susan Jaglal

J Med Internet Res 2020 (Dec 03); 22(12):e17892

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Analysis of Health Insurance Big Data for Early Detection of Disabilities: Algorithm Development and Validation

Seung-Hyun Jeong, Tae Rim Lee, Jung Bae Kang, Mun-Taek Choi

JMIR Med Inform 2020 (Nov 23); 8(11):e19679

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Analysis of the Trends in Publications on Clinical Cancer Research in Mainland China from the Surveillance, Epidemiology, and End Results (SEER) Database: Bibliometric Study

Min-Qiang Lin, Chen-Lu Lian, Ping Zhou, Jian Lei, Jun Wang, Li Hua, Juan Zhou, San-Gang Wu

JMIR Med Inform 2020 (Nov 17); 8(11):e21931

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Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing

Jose Luis Izquierdo, Julio Ancochea, Savana COVID-19 Research Group, Joan B Soriano

J Med Internet Res 2020 (Oct 28); 22(10):e21801

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How High-Risk Comorbidities Co-Occur in Readmitted Patients With Hip Fracture: Big Data Visual Analytical Approach

Suresh K Bhavnani, Bryant Dang, Rebekah Penton, Shyam Visweswaran, Kevin E Bassler, Tianlong Chen, Mukaila Raji, Rohit Divekar, Raed Zuhour, Amol Karmarkar, Yong-Fang Kuo, Kenneth J Ottenbacher

JMIR Med Inform 2020 (Oct 26); 8(10):e13567

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Clinical Context–Aware Biomedical Text Summarization Using Deep Neural Network: Model Development and Validation

Muhammad Afzal, Fakhare Alam, Khalid Mahmood Malik, Ghaus M Malik

J Med Internet Res 2020 (Oct 23); 22(10):e19810

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Understanding the Uptake of Big Data in Health Care: Protocol for a Multinational Mixed-Methods Study

Rik Wehrens, Vikrant Sihag, Sandra Sülz, Hilco van Elten, Erik van Raaij, Antoinette de Bont, Anne Marie Weggelaar-Jansen

JMIR Res Protoc 2020 (Oct 22); 9(10):e16779

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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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Fueling Clinical and Translational Research in Appalachia: Informatics Platform Approach

Alfred A Cecchetti, Niharika Bhardwaj, Usha Murughiyan, Gouthami Kothakapu, Uma Sundaram

JMIR Med Inform 2020 (Oct 14); 8(10):e17962

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Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations

Jun Wu, Jian Wang, Stephen Nicholas, Elizabeth Maitland, Qiuyan Fan

J Med Internet Res 2020 (Oct 09); 22(10):e21980

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Factors Associated With Influential Health-Promoting Messages on Social Media: Content Analysis of Sina Weibo

Qingmao Rao, Zuyue Zhang, Yalan Lv, Yong Zhao, Li Bai, Xiaorong Hou

JMIR Med Inform 2020 (Oct 09); 8(10):e20558

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Medical Insurance Information Systems in China: Mixed Methods Study

Yazi Li, Chunji Lu, Yang Liu

JMIR Med Inform 2020 (Sep 01); 8(9):e18780

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The Need to Develop Standard Measures of Patient Adherence for Big Data: Viewpoint

Przemyslaw Kardas, Isabel Aguilar-Palacio, Marta Almada, Caitriona Cahir, Elisio Costa, Anna Giardini, Sara Malo, Mireia Massot Mesquida, Enrica Menditto, Luís Midão, Carlos Luis Parra-Calderón, Enrique Pepiol Salom, Bernard Vrijens

J Med Internet Res 2020 (Aug 27); 22(8):e18150

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Big Data, Natural Language Processing, and Deep Learning to Detect and Characterize Illicit COVID-19 Product Sales: Infoveillance Study on Twitter and Instagram

Tim Ken Mackey, Jiawei Li, Vidya Purushothaman, Matthew Nali, Neal Shah, Cortni Bardier, Mingxiang Cai, Bryan Liang

JMIR Public Health Surveill 2020 (Aug 25); 6(3):e20794

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The Academic Viewpoint on Patient Data Ownership in the Context of Big Data: Scoping Review

Martin Mirchev, Iskra Mircheva, Albena Kerekovska

J Med Internet Res 2020 (Aug 18); 22(8):e22214

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Data Heterogeneity: The Enzyme to Catalyze Translational Bioinformatics?

Eli M Cahan, Purvesh Khatri

J Med Internet Res 2020 (Aug 12); 22(8):e18044

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How Can Artificial Intelligence Make Medicine More Preemptive?

Usman Iqbal, Leo Anthony Celi, Yu-Chuan Jack Li

J Med Internet Res 2020 (Aug 11); 22(8):e17211

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