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 …

Big data in healthcare: What is it used for?

R Hermon, PAH Williams - 2014 - ro.ecu.edu.au
Big data analytics is a growth area with the potential to provide useful insight in healthcare.
Whilst many dimensions of big data still present issues in its use and adoption, such as …

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 …

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 …

[HTML][HTML] Big data in health care: Applications and challenges

L Hong, M Luo, R Wang, P Lu, W Lu, L Lu - Data and information …, 2018 - Elsevier
Abstract The concept of Big Data is popular in a variety of domains. The purpose of this
review was to summarize the features, applications, analysis approaches, and challenges of …

A systematic review of healthcare big data

R Raja, I Mukherjee, BK Sarkar - Scientific programming, 2020 - Wiley Online Library
Over the past decade, data recorded (due to digitization) in healthcare sectors have
continued to increase, intriguing the thought about big data in healthcare. There already …

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 …

IBM's health analytics and clinical decision support

MS Kohn, J Sun, S Knoop, A Shabo… - Yearbook of medical …, 2014 - thieme-connect.com
Objectives: This survey explores the role of big data and health analytics developed by IBM
in supporting the transformation of healthcare by augmenting evidence-based decision …

Conceptualizations of Big Data and their epistemological claims in healthcare: A discourse analysis

M Stevens, R Wehrens, A De Bont - Big Data & Society, 2018 - journals.sagepub.com
In recent years, the healthcare field welcomed an emerging field of practices captured under
the umbrella term 'Big Data'. This term is surrounded with positive rhetoric and promises …

[HTML][HTML] Secondary use and analysis of big data collected for patient care

FJ Martin-Sanchez, V Aguiar-Pulido… - Yearbook of medical …, 2017 - thieme-connect.com
Objectives: To identify common methodological challenges and review relevant initiatives
related to the re-use of patient data collected in routine clinical care, as well as to analyze …