A review of big data and medical research

M Mallappallil, J Sabu, A Gruessner… - SAGE open …, 2020 - journals.sagepub.com
Universally, the volume of data has increased, with the collection rate doubling every 40
months, since the 1980s.“Big data” is a term that was introduced in the 1990s to include data …

The National Institutes of Health's Big Data to Knowledge (BD2K) initiative: capitalizing on biomedical big data

R Margolis, L Derr, M Dunn, M Huerta… - Journal of the …, 2014 - academic.oup.com
Biomedical research has and will continue to generate large amounts of data (termed 'big
data') in many formats and at all levels. Consequently, there is an increasing need to better …

Big data in medicine is driving big changes

F Martin-Sanchez, K Verspoor - Yearbook of medical …, 2014 - thieme-connect.com
Objectives: To summarise current research that takes advantage of “Big Data” in health and
biomedical informatics applications. Methods: Survey of trends in this work, and exploration …

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 …

From big data to precision medicine

T Hulsen, SS Jamuar, AR Moody, JH Karnes… - Frontiers in …, 2019 - frontiersin.org
For over a decade the term “Big data” has been used to describe the rapid increase in
volume, variety and velocity of information available, not just in medical research but in …

Medical big data and artificial intelligence for healthcare

Y Zhang, J Hong, S Chen - Applied Sciences, 2023 - mdpi.com
Big data have altered the way we manage, explore, evaluate, analyze, and leverage data
across many different industries [1]. Medicine is one of the most remarkable fields in which …

[HTML][HTML] Big data in healthcare: management, analysis and future prospects

S Dash, SK Shakyawar, M Sharma, S Kaushik - Journal of big data, 2019 - Springer
'Big data'is massive amounts of information that can work wonders. It has become a topic of
special interest for the past two decades because of a great potential that is hidden in it …

Big data and biomedical informatics: a challenging opportunity

R Bellazzi - Yearbook of medical informatics, 2014 - thieme-connect.com
Big data are receiving an increasing attention in biomedicine and healthcare. It is therefore
important to understand the reason why big data are assuming a crucial role for the …

Big data in health: a literature review from the year 2005

I de la Torre Díez, HM Cosgaya… - Journal of medical …, 2016 - Springer
The information stored in healthcare systems has increased over the last ten years, leading
it to be considered Big Data. There is a wealth of health information ready to be analysed …

Toward a literature‐driven definition of big data in healthcare

E Baro, S Degoul, R Beuscart… - BioMed research …, 2015 - Wiley Online Library
Objective. The aim of this study was to provide a definition of big data in healthcare.
Methods. A systematic search of PubMed literature published until May 9, 2014, was …