Clinical epidemiology in the era of big data: new opportunities, familiar challenges

V Ehrenstein, H Nielsen, AB Pedersen… - Clinical …, 2017 - Taylor & Francis
Routinely recorded health data have evolved from mere by-products of health care delivery
or billing into a powerful research tool for studying and improving patient care through …

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 …

Epidemiology in wonderland: Big Data and precision medicine

R Saracci - European journal of epidemiology, 2018 - Springer
Big Data and precision medicine, two major contemporary challenges for epidemiology, are
critically examined from two different angles. In Part 1 Big Data collected for research …

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 …

[HTML][HTML] 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 …

Use of big data for drug development and for public and personal health and care

L Leyens, M Reumann, N Malats… - Genetic …, 2017 - Wiley Online Library
The use of data analytics across the entire healthcare value chain, from drug discovery and
development through epidemiology to informed clinical decision for patients or policy …

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 …

Benefits and challenges of Big Data in healthcare: an overview of the European initiatives

R Pastorino, C De Vito, G Migliara… - European journal of …, 2019 - academic.oup.com
Healthcare systems around the world are facing incredible challenges due to the ageing
population and the related disability, and the increasing use of technologies and citizen's …

[HTML][HTML] Big data and clinical research: perspective from a clinician

Z Zhang - Journal of thoracic disease, 2014 - ncbi.nlm.nih.gov
The 21st century is an era of information technology and people faces information explosion
with large amount of data. The term big data has been defined in Wikepedia as: big data is …