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. ; Kapoor, R. ; Kessler, M. L. ; Lawrence, T. S. / Treatment data and technical process challenges for practical big data efforts in radiation oncology. In: Medical Physics. 2018 ; Vol. 45, No. 10. pp. E793-E810.
@article{3e3212529e114bdbafa2d26a24b2174f,
title = "Treatment data and technical process challenges for practical big data efforts in radiation oncology",
keywords = "big data, ontology, standardization, informatics, machine learning, RADIOTHERAPY RESEARCH, CANCER-PATIENTS, THERAPY, INFORMATION, POPULATION, DATABASES, MEDICINE",
author = "Mayo, {C. S.} and M. Phillips and McNutt, {T. R.} and J. Palta and A. Dekker and Miller, {R. C.} and Y. Xiao and Moran, {J. M.} and Matuszak, {M. M.} and P. Gabriel and Ayan, {A. S.} and J. Prisciandaro and M. Thor and N. Dixit and R. Popple and J. Killoran and E. Kaleba and M. Kantor and D. Ruan and R. Kapoor and Kessler, {M. L.} and Lawrence, {T. S.}",
year = "2018",
month = "10",
doi = "10.1002/mp.13114",
language = "English",
volume = "45",
pages = "E793--E810",
journal = "Medical Physics",
issn = "0094-2405",
publisher = "Wiley",
number = "10",

}

Mayo, CS, Phillips, M, McNutt, TR, Palta, J, Dekker, A, Miller, RC, Xiao, Y, Moran, JM, Matuszak, MM, Gabriel, P, Ayan, AS, Prisciandaro, J, Thor, M, Dixit, N, Popple, R, Killoran, J, Kaleba, E, Kantor, M, Ruan, D, Kapoor, R, Kessler, ML & Lawrence, TS 2018, 'Treatment data and technical process challenges for practical big data efforts in radiation oncology', Medical Physics, vol. 45, no. 10, pp. E793-E810. https://doi.org/10.1002/mp.13114

Treatment data and technical process challenges for practical big data efforts in radiation oncology. / 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.; Kapoor, R.; Kessler, M. L.; Lawrence, T. S.

In: Medical Physics, Vol. 45, No. 10, 10.2018, p. E793-E810.

Research output: Contribution to journalArticleAcademicpeer-review

TY - JOUR

T1 - Treatment data and technical process challenges for practical big data efforts in radiation oncology

AU - Mayo, C. S.

AU - Phillips, M.

AU - McNutt, T. R.

AU - Palta, J.

AU - Dekker, A.

AU - Miller, R. C.

AU - Xiao, Y.

AU - Moran, J. M.

AU - Matuszak, M. M.

AU - Gabriel, P.

AU - Ayan, A. S.

AU - Prisciandaro, J.

AU - Thor, M.

AU - Dixit, N.

AU - Popple, R.

AU - Killoran, J.

AU - Kaleba, E.

AU - Kantor, M.

AU - Ruan, D.

AU - Kapoor, R.

AU - Kessler, M. L.

AU - Lawrence, T. S.

PY - 2018/10

Y1 - 2018/10

KW - big data

KW - ontology

KW - standardization

KW - informatics

KW - machine learning

KW - RADIOTHERAPY RESEARCH

KW - CANCER-PATIENTS

KW - THERAPY

KW - INFORMATION

KW - POPULATION

KW - DATABASES

KW - MEDICINE

U2 - 10.1002/mp.13114

DO - 10.1002/mp.13114

M3 - Article

VL - 45

SP - E793-E810

JO - Medical Physics

JF - Medical Physics

SN - 0094-2405

IS - 10

ER -