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

The association between domestic train transportation and novel coronavirus (2019-nCoV) outbreak in China from 2019 to 2020: A data-driven correlational report

(2020) Shi Zhao et al.   Travel Medicine and Infectious Disease

A Fully Automatic Deep Learning System for COVID-19 Diagnostic and Prognostic Analysis

(2020) Shuo Wang et al.   EUROPEAN RESPIRATORY JOURNAL

Combat COVID-19 with artificial intelligence and big data

(2020) Leesa Lin et al.   JOURNAL OF TRAVEL MEDICINE

How Big Data and Artificial Intelligence Can Help Better Manage the COVID-19 Pandemic

(2020) Nicola Luigi Bragazzi et al.   International Journal of Environmental Research and Public Health

Prediction of Number of Cases of 2019 Novel Coronavirus (COVID-19) Using Social Media Search Index

(2020) Lei Qin et al.   International Journal of Environmental Research and Public Health

Modified SEIR and AI prediction of the epidemics trend of COVID-19 in China under public health interventions

(2020) Zifeng Yang et al.   Journal of Thoracic Disease

COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches

(2020) Mesut Toğaçar et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Transforming laparoendoscopic surgical protocols during the COVID-19 pandemic; big data analytics, resource allocation and operational considerations

(2020) Salman Y. Guraya   International Journal of Surgery

Deep learning based tissue analysis predicts outcome in colorectal cancer

(2018) Dmitrii Bychkov et al.   Scientific Reports

Predicting Infectious Disease Using Deep Learning and Big Data

(2018) Sangwon Chae et al.   International Journal of Environmental Research and Public Health

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Dynamic Forecasting of Zika Epidemics Using Google Trends

(2017) Yue Teng et al.   PLoS One

Forecasting influenza in Hong Kong with Google search queries and statistical model fusion

(2017) Qinneng Xu et al.   PLoS One

Monitoring Pertussis Infections Using Internet Search Queries

(2017) Yuzhou Zhang et al.   Scientific Reports

A Platform for Monitoring Regional Antimicrobial Resistance, Using Online Data Sources: ResistanceOpen

(2016) Derek R. MacFadden et al.   JOURNAL OF INFECTIOUS DISEASES

Elucidating Transmission Patterns From Internet Reports: Ebola and Middle East Respiratory Syndrome as Case Studies

(2016) Gerardo Chowell et al.   JOURNAL OF INFECTIOUS DISEASES

Digital Pharmacovigilance and Disease Surveillance: Combining Traditional and Big-Data Systems for Better Public Health

(2016) Marcel Salathé   JOURNAL OF INFECTIOUS DISEASES

Participatory Syndromic Surveillance of Influenza in Europe

(2016) Caroline Guerrisi et al.   JOURNAL OF INFECTIOUS DISEASES

Infectious Disease Surveillance in the Big Data Era: Towards Faster and Locally Relevant Systems

(2016) Lone Simonsen et al.   JOURNAL OF INFECTIOUS DISEASES

Big Data for Infectious Disease Surveillance and Modeling

(2016) Shweta Bansal et al.   JOURNAL OF INFECTIOUS DISEASES

Disease surveillance based on Internet-based linear models: an Australian case study of previously unmodeled infection diseases

(2016) Florian Rohart et al.   Scientific Reports

Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza

(2016) Chris Allen et al.   PLoS One

Time Series Analyses of Hand, Foot and Mouth Disease Integrating Weather Variables

(2015) Yuanbin Song et al.   PLoS One

Advances in nowcasting influenza-like illness rates using search query logs

(2015) Vasileios Lampos et al.   Scientific Reports

Informed Consent, Big Data, and the Oxymoron of Research That Is Not Research

(2013) John P. A. Ioannidis   AMERICAN JOURNAL OF BIOETHICS

Influenza Forecasting with Google Flu Trends

(2013) Andrea Freyer Dugas et al.   PLoS One

Imported Dengue Cases, Weather Variation and Autochthonous Dengue Incidence in Cairns, Australia

(2013) Xiaodong Huang et al.   PLoS One

Correlation between National Influenza Surveillance Data and Google Trends in South Korea

(2013) Sungjin Cho et al.   PLoS One

Short Term Effects of Weather on Hand, Foot and Mouth Disease

(2011) Yien Ling Hii et al.   PLoS One

Host, Weather and Virological Factors Drive Norovirus Epidemiology: Time-Series Analysis of Laboratory Surveillance Data in England and Wales

(2009) Ben Lopman et al.   PLoS One

Detecting influenza epidemics using search engine query data

(2008) Jeremy Ginsberg et al.   NATURE