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 …

[HTML][HTML] 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 …

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 …

[HTML][HTML] Big data in public health: terminology, machine learning, and privacy

SJ Mooney, V Pejaver - Annual review of public health, 2018 - annualreviews.org
The digital world is generating data at a staggering and still increasing rate. While these “big
data” have unlocked novel opportunities to understand public health, they hold still greater …

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 …

Big Data and Disease Prevention: From Quantified Self to Quantified Communities

MA Barrett, O Humblet, RA Hiatt, NE Adler - Big data, 2013 - liebertpub.com
Big data is often discussed in the context of improving medical care, but it also has a less
appreciated but equally important role to play in preventing disease. Big data can facilitate …

[HTML][HTML] Convergence of precision medicine and public health into precision public health: toward a big data perspective

PE Velmovitsky, T Bevilacqua, P Alencar… - Frontiers in Public …, 2021 - frontiersin.org
The field of precision medicine explores disease treatments by looking at genetic, socio-
environmental, and clinical factors, thus trying to provide a holistic view of a person's health …

Big data meets public health

MJ Khoury, JPA Ioannidis - Science, 2014 - science.org
In 1854, as cholera swept through London, John Snow, the father of modern epidemiology,
painstakingly recorded the locations of affected homes. After long, laborious work, he …

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 …

Beyond public health genomics: can big data and predictive analytics deliver precision public health?

MJ Khoury, M Engelgau, DA Chambers… - Public health …, 2019 - karger.com
The field of public health genomics has matured in the past two decades and is beginning to
deliver genomic-based interventions for health and health care. In the past few years, the …