-transparent.png){kind=logo}
Treatment data and technical process challenges for practical big data efforts in radiation oncology. 2018
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
University of Michigan, Ann Arbor, MI, USA.
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.
Related Publications
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
October 2018,
Medical physics,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
July 2016,
International journal of radiation oncology, biology, physics,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
October 2018,
Medical physics,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
January 2016,
Journal of cancer research and therapeutics,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
January 2018,
PloS one,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
March 2017,
Bulletin du cancer,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
January 2017,
The British journal of radiology,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
August 2014,
Yearbook of medical informatics,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
January 2018,
Frontiers in oncology,
C S Mayo, and
M Phillips, and
T R McNutt, and
J Palta, and
A Dekker, and
R C Miller, and
Y Xiao, and
J M Moran, and
M M Matuszak, and
P Gabriel, and
A S Ayan, 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
M L Kessler, and
T S Lawrence
January 2016,
Advances in radiation oncology,
