A Delphi study to build consensus on the definition and use of big data in obesity research

C Vogel, S Zwolinsky, C Griffiths, M Hobbs… - International Journal of …, 2019 - nature.com
Background 'Big data'has great potential to help address the global health challenge of
obesity. However, lack of clarity with regard to the definition of big data and frameworks for …

How has big data contributed to obesity research? A review of the literature

KA Timmins, MA Green, D Radley, MA Morris… - International journal of …, 2018 - nature.com
There has been growing interest in the potential of 'big data'to enhance our understanding in
medicine and public health. Although there is no agreed definition of big data, accepted …

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 …

[HTML][HTML] Applications of artificial intelligence to obesity research: scoping review of methodologies

R An, J Shen, Y Xiao - Journal of Medical Internet Research, 2022 - jmir.org
Background Obesity is a leading cause of preventable death worldwide. Artificial
intelligence (AI), characterized by machine learning (ML) and deep learning (DL), has …

What is your definition of Big Data? Researchers' understanding of the phenomenon of the decade

M Favaretto, E De Clercq, CO Schneble, BS Elger - PloS one, 2020 - journals.plos.org
The term Big Data is commonly used to describe a range of different concepts: from the
collection and aggregation of vast amounts of data, to a plethora of advanced digital …

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 …

[PDF][PDF] The evolution of big data as a research and scientific topic: Overview of the literature

G Halevi, HF Moed Dr - Research trends, 2012 - researchtrends.com
The evolution of big data as a research and scientific topic: Overview of the literature Page 1
Research Trends Volume 1 Issue 30 Article 2 9-1-2012 The evolution of big data as a research …

Medical big data is not yet available: why we need realism rather than exaggeration

HS Kim, DJ Kim, KH Yoon - Endocrinology and Metabolism, 2019 - synapse.koreamed.org
Most people are now familiar with the concepts of big data, deep learning, machine learning,
and artificial intelligence (AI) and have a vague expectation that AI using medical big data …

Big data's role in precision public health

S Dolley - Frontiers in public health, 2018 - frontiersin.org
Precision public health is an emerging practice to more granularly predict and understand
public health risks and customize treatments for more specific and homogeneous …

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 …