Big data and precision medicine: challenges and strategies with healthcare data

  title={Big data and precision medicine: challenges and strategies with healthcare data},
  author={J. Kraus and L. Lausser and P. Kuhn and Franz Jobst and M. Bock and Carolin Halanke and M. Hummel and P. Heuschmann and H. Kestler},
  journal={International Journal of Data Science and Analytics},
  • J. Kraus, L. Lausser, +6 authors H. Kestler
  • Published 2018
  • Computer Science
  • International Journal of Data Science and Analytics
  • Recent snapshots of the European progress on big data in health care and precision medicine reveal diverse perceptions of experts and the public, leading to the impression that algorithmic issues have the largest share among the challenges all health systems are faced with. Yet, from a comparison of different countries it is evident that the adaption and integration of heterogeneous data sources have a major impact on the advancement of precision medicine. Legal regulations for implementation… CONTINUE READING
    7 Citations

    Figures and Topics from this paper.

    Imprecise Data and Their Impact on Translational Research in Medicine
    Constraining classifiers in molecular analysis: invariance and robustness
    • 1


    Making sense of big data in health research: Towards an EU action plan
    • 148
    • PDF
    Big Data Application in Biomedical Research and Health Care: A Literature Review
    • 212
    • PDF
    Combining clinical and genomics queries using i2b2 – Three methods
    • 17
    • PDF
    Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2)
    • 631
    • PDF
    Data science, learning, and applications to biomedical and health sciences
    • 14
    • PDF
    Promise of personalized omics to precision medicine
    • R. Chen, M. Snyder
    • Biology, Medicine
    • Wiley interdisciplinary reviews. Systems biology and medicine
    • 2013
    • 191
    Semantic Technologies for Data Analysis in Health Care
    • 19
    • PDF
    Characterizing treatment pathways at scale using the OHDSI network
    • 130
    • PDF