NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters

H.H. Zhang; P. Zhang; M.R. Gilbert; K. Aldape; A. Chakravarti; A. Magliocco; A. Klimowicz; W.D. D'Souza; B.W. Corn; G.K. Hunter; T.M. Muanza; A.P. Dicker; E. Vigneault; D.G. Brachman; J.A. Bovi; H.I. Robins; W.M. Sahijdak; M. Won; M.P. Mehta

doi:10.1016/j.ijrobp.2015.07.338

NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters

H.H. Zhang
, P. Zhang
, M.R. Gilbert
, K. Aldape
, A. Chakravarti
, A. Magliocco
, A. Klimowicz
, W.D. D'Souza
, B.W. Corn
, G.K. Hunter
, T.M. Muanza
, A.P. Dicker
, E. Vigneault
, D.G. Brachman
, J.A. Bovi
, H.I. Robins
, W.M. Sahijdak
, M. Won
, M.P. Mehta

Miami Cancer Institute

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	International Journal of Radiation Oncology Biology Physics
Volume	93
DOIs	https://doi.org/10.1016/j.ijrobp.2015.07.338
State	Published - Nov 1 2015

Disciplines

Medicine and Health Sciences
Medical Biophysics

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Zhang, H. H., Zhang, P., Gilbert, M. R., Aldape, K., Chakravarti, A., Magliocco, A., Klimowicz, A., D'Souza, W. D., Corn, B. W., Hunter, G. K., Muanza, T. M., Dicker, A. P., Vigneault, E., Brachman, D. G., Bovi, J. A., Robins, H. I., Sahijdak, W. M., Won, M., & Mehta, M. P. (2015). NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters. International Journal of Radiation Oncology Biology Physics, 93. https://doi.org/10.1016/j.ijrobp.2015.07.338

Zhang, HH, Zhang, P, Gilbert, MR, Aldape, K, Chakravarti, A, Magliocco, A, Klimowicz, A, D'Souza, WD, Corn, BW, Hunter, GK, Muanza, TM, Dicker, AP, Vigneault, E, Brachman, DG, Bovi, JA, Robins, HI, Sahijdak, WM, Won, M & Mehta, MP 2015, 'NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters', International Journal of Radiation Oncology Biology Physics, vol. 93. https://doi.org/10.1016/j.ijrobp.2015.07.338

@article{66533786a8114bed93a8534ed6265e7c,

title = "NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters",

author = "H.H. Zhang and P. Zhang and M.R. Gilbert and K. Aldape and A. Chakravarti and A. Magliocco and A. Klimowicz and W.D. D'Souza and B.W. Corn and G.K. Hunter and T.M. Muanza and A.P. Dicker and E. Vigneault and D.G. Brachman and J.A. Bovi and H.I. Robins and W.M. Sahijdak and M. Won and M.P. Mehta",

note = "Author Disclosure: H.H. Zhang: Research Grant; Varian Medical Systems. P. Zhang: None. M.R. Gilbert: None. K. Aldape: None. A. Chakravarti: Research Grant; Ohio State University Comprehensive Cancer Center, NIH/NCI. A. Magliocco: None. A. Klimowicz: None. W.D. D'Souza: None. B.W. Corn: None. G.K. Hunter: None. T.M. Muanza: None. A.P. Dicker: None.",

year = "2015",

month = nov,

day = "1",

doi = "10.1016/j.ijrobp.2015.07.338",

language = "American English",

volume = "93",

journal = "International Journal of Radiation Oncology Biology Physics",

}

TY - JOUR

T1 - NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters

AU - Zhang, H.H.

AU - Zhang, P.

AU - Gilbert, M.R.

AU - Aldape, K.

AU - Chakravarti, A.

AU - Magliocco, A.

AU - Klimowicz, A.

AU - D'Souza, W.D.

AU - Corn, B.W.

AU - Hunter, G.K.

AU - Muanza, T.M.

AU - Dicker, A.P.

AU - Vigneault, E.

AU - Brachman, D.G.

AU - Bovi, J.A.

AU - Robins, H.I.

AU - Sahijdak, W.M.

AU - Won, M.

AU - Mehta, M.P.

N1 - Author Disclosure: H.H. Zhang: Research Grant; Varian Medical Systems. P. Zhang: None. M.R. Gilbert: None. K. Aldape: None. A. Chakravarti: Research Grant; Ohio State University Comprehensive Cancer Center, NIH/NCI. A. Magliocco: None. A. Klimowicz: None. W.D. D'Souza: None. B.W. Corn: None. G.K. Hunter: None. T.M. Muanza: None. A.P. Dicker: None.

PY - 2015/11/1

Y1 - 2015/11/1

UR - https://www.sciencedirect.com/science/article/pii/S036030161501069X

U2 - 10.1016/j.ijrobp.2015.07.338

DO - 10.1016/j.ijrobp.2015.07.338

M3 - Article

VL - 93

JO - International Journal of Radiation Oncology Biology Physics

JF - International Journal of Radiation Oncology Biology Physics

ER -

NRG Oncology/RTOG 0525 Role of Machine Learning Analytic Tools for Survival Prediction of GBM Patients Using Clinical Parameters

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