Commentary: epidemiology in the era of big data

SJ Mooney, DJ Westreich, AM El-Sayed - Epidemiology, 2015 - journals.lww.com
Big Data has increasingly been promoted as a revolutionary development in the future of
science, including epidemiology. However, the definition and implications of Big Data for …

Concurrence of big data analytics and healthcare: A systematic review

N Mehta, A Pandit - International journal of medical informatics, 2018 - Elsevier
Abstract Background The application of Big Data analytics in healthcare has immense
potential for improving the quality of care, reducing waste and error, and reducing the cost of …

Big data and science: Myths and reality

HV Jagadish - Big Data Research, 2015 - Elsevier
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Emerging practices and perspectives on Big Data analysis in economics: Bigger and better or more of the same?

L Taylor, R Schroeder, E Meyer - Big Data & Society, 2014 - journals.sagepub.com
Although the terminology of Big Data has so far gained little traction in economics, the
availability of unprecedentedly rich datasets and the need for new approaches–both …

[HTML][HTML] Beyond the hype of big data and artificial intelligence: building foundations for knowledge and wisdom

J Car, A Sheikh, P Wicks, MS Williams - Bmc Medicine, 2019 - Springer
Big data, coupled with the use of advanced analytical approaches, such as artificial
intelligence (AI), have the potential to improve medical outcomes and population health …

[HTML][HTML] Considerations for ethics review of big data health research: A scoping review

M Ienca, A Ferretti, S Hurst, M Puhan, C Lovis… - PloS one, 2018 - journals.plos.org
Big data trends in biomedical and health research enable large-scale and multi-dimensional
aggregation and analysis of heterogeneous data sources, which could ultimately result in …

Health big data analytics: current perspectives, challenges and potential solutions

MH Kuo, T Sahama, AW Kushniruk… - … Journal of Big …, 2014 - inderscienceonline.com
Modern health information systems can generate several exabytes of patient data, the so
called 'health big data', per year. Many health managers and experts believe that with the …

What is big data? A consensual definition and a review of key research topics

A De Mauro, M Greco, M Grimaldi - AIP conference proceedings, 2015 - pubs.aip.org
Although Big Data is a trending buzzword in both academia and the industry, its meaning is
still shrouded by much conceptual vagueness. The term is used to describe a wide range of …

Identification, assessment, and management of overweight and obesity: summary of updated NICE guidance

H Stegenga, A Haines, K Jones, J Wilding - Bmj, 2014 - bmj.com
Identification, assessment, and management of overweight and obesity: summary of updated NICE
guidance Page 1 GUIDELINES Identification, assessment, and management of overweight and …

Big data analytics for clinical decision-making: Understanding health sector perceptions of policy and practice

K Weerasinghe, SL Scahill, DJ Pauleen… - … Forecasting and Social …, 2022 - Elsevier
The introduction and use of 'big data and analytics' is an on-going issue of discussion in
health sectors globally. Healthcare systems of developed countries are trying to create more …