Research ArticleAdult Brain
Open Access
Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma
E. George, E. Flagg, K. Chang, H.X. Bai, H.J. Aerts, M. Vallières, D.A. Reardon and R.Y. Huang
American Journal of Neuroradiology April 2022, DOI: https://doi.org/10.3174/ajnr.A7488
E. George
aFrom the Department of Radiology and Biomedical Imaging (E.G.), University of California San Francisco, San Francisco, California
E. Flagg
bDepartment of Radiology (E.F., R.Y.H.), Brigham and Women’s Hospital, Boston, Massachusetts
K. Chang
cMassachusetts Institute of Technology (K.C.), Cambridge, Massachusetts
H.X. Bai
dDepartment of Diagnostic Imaging (H.X.B.), Rhode Island Hospital and Warren Alpert Medical School of Brown University, Providence, Rhode Island
H.J. Aerts
eArtificial Intelligence in Medicine Program (H.J.A.), Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts
fDepartments of Radiation Oncology and Radiology (H.J.A.), Brigham and Women’s Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
M. Vallières
gDepartment of Computer Science (M.V.), Université de Sherbrooke, Sherbrooke, Quebec, Canada
D.A. Reardon
hCenter for Neuro Oncology (D.A.R.), Dana-Farber Cancer Institute, Boston, Massachusetts
R.Y. Huang
bDepartment of Radiology (E.F., R.Y.H.), Brigham and Women’s Hospital, Boston, Massachusetts

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E. George, E. Flagg, K. Chang, H.X. Bai, H.J. Aerts, M. Vallières, D.A. Reardon, R.Y. Huang
Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma
American Journal of Neuroradiology Apr 2022, DOI: 10.3174/ajnr.A7488
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Radiomics-Based Machine Learning for Outcome Prediction in a Multicenter Phase II Study of Programmed Death-Ligand 1 Inhibition Immunotherapy for Glioblastoma
E. George, E. Flagg, K. Chang, H.X. Bai, H.J. Aerts, M. Vallières, D.A. Reardon, R.Y. Huang
American Journal of Neuroradiology Apr 2022, DOI: 10.3174/ajnr.A7488
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