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

C. S. Mayo*, M. Phillips, T. R. McNutt, J. Palta, A. Dekker, R. C. Miller, Y. Xiao, J. M. Moran, M. M. Matuszak, P. Gabriel, A. S. Ayan, J. Prisciandaro, M. Thor, N. Dixit, R. Popple, J. Killoran, E. Kaleba, M. Kantor, D. Ruan, R. KapoorM. L. Kessler, T. S. Lawrence

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)E793-E810
Number of pages18
JournalMedical Physics
Volume45
Issue number10
DOIs
Publication statusPublished - Oct 2018

Keywords

  • big data
  • ontology
  • standardization
  • informatics
  • machine learning
  • RADIOTHERAPY RESEARCH
  • CANCER-PATIENTS
  • THERAPY
  • INFORMATION
  • POPULATION
  • DATABASES
  • MEDICINE

Cite this

Mayo, C. S., Phillips, M., McNutt, T. R., Palta, J., Dekker, A., Miller, R. C., Xiao, Y., Moran, J. M., Matuszak, M. M., Gabriel, P., Ayan, A. S., Prisciandaro, J., Thor, M., Dixit, N., Popple, R., Killoran, J., Kaleba, E., Kantor, M., Ruan, D., ... Lawrence, T. S. (2018). Treatment data and technical process challenges for practical big data efforts in radiation oncology. Medical Physics, 45(10), E793-E810. https://doi.org/10.1002/mp.13114