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 …
or billing into a powerful research tool for studying and improving patient care through …
Commentary: epidemiology in the era of big data
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 …
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 …
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
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 …
with large amount of data. The term big data has been defined in Wikepedia as: big data is …