Performance/outcomes data and physician process challenges for practical big data efforts in radiation oncology

Med Phys. 2018 Oct;45(10):e811-e819. doi: 10.1002/mp.13136. Epub 2018 Sep 19.

Abstract

It is an exciting time for big data efforts in radiation oncology. The use of big data to help aid both outcomes and decision-making research is becoming a reality. However, there are true challenges that exist in the space of gathering and utilizing performance and outcomes data. Here, we summarize the current state of big data in radiation oncology with respect to outcomes and discuss some of the efforts and challenges in radiation oncology big data.

Keywords: big data; challenges; outcomes; performance; physician; radiation oncology.

MeSH terms

  • Databases, Factual*
  • Humans
  • Medical Informatics / methods*
  • Outcome Assessment, Health Care*
  • Physicians*
  • Radiation Oncology / statistics & numerical data*
  • Registries
  • Universities