reviewBMC Medical GenomicsJun 26, 2015GOLD OA

From big data analysis to personalized medicine for all: challenges and opportunities

McMaster University

PubMed
Indexed incrossrefdoajpubmed

Abstract

Recent advances in high-throughput technologies have led to the emergence of systems biology as a holistic science to achieve more precise modeling of complex diseases. Many predict the emergence of personalized medicine in the near future. We are, however, moving from two-tiered health systems to a two-tiered personalized medicine. Omics facilities are restricted to affluent regions, and personalized medicine is likely to widen the growing gap in health systems between high and low-income countries. This is mirrored by an increasing lag between our ability to generate and analyze big data. Several bottlenecks slow-down the transition from conventional to personalized medicine: generation of cost-effective…

Citation impact

566
total citations
FWCI
36.30
Percentile
100%
References
130
Citations per year

Authors

3

Topics & keywords

Keywords
  • Personalized medicine
  • Big data
  • Data science
  • Precision medicine
  • Multidisciplinary approach
  • Computer science
  • Systems biology
  • Systems medicine
No related works found for this paper.