Treatment data and technical process challenges for practical big data efforts in radiation oncology

Academic Article

Abstract

  • © 2018 American Association of Physicists in Medicine The term Big Data has come to encompass a number of concepts and uses within medicine. This paper lays out the relevance and application of large collections of data in the radiation oncology community. We describe the potential importance and uses in clinical practice. The important concepts are then described and how they have been or could be implemented are discussed. Impediments to progress in the collection and use of sufficient quantities of data are also described. Finally, recommendations for how the community can move forward to achieve the potential of big data in radiation oncology are provided.
  • Published In

  • Medical Physics  Journal
  • Digital Object Identifier (doi)

    Author List

  • Mayo CS; Phillips M; McNutt TR; Palta J; Dekker A; Miller RC; Xiao Y; Moran JM; Matuszak MM; Gabriel P
  • Start Page

  • e793
  • End Page

  • e810
  • Volume

  • 45
  • Issue

  • 10