Stable and Discriminatory Radiomic Features from the Tumor and Its Habitat Associated with Progression-Free Survival in Glioblastoma: A Multi-Institutional Study

R. Verma; V.B. Hill; V. Statsevych; K. Bera; R. Correa; P. Leo; M. Ahluwalia; A. Madabhushi; P. Tiwari

doi:10.3174/ajnr.A7591

Research ArticleAdult Brain

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Stable and Discriminatory Radiomic Features from the Tumor and Its Habitat Associated with Progression-Free Survival in Glioblastoma: A Multi-Institutional Study

R. Verma, V.B. Hill, V. Statsevych, K. Bera, R. Correa, P. Leo, M. Ahluwalia, A. Madabhushi and P. Tiwari

American Journal of Neuroradiology August 2022, 43 (8) 1115-1123; DOI: https://doi.org/10.3174/ajnr.A7591

R. Verma

aFrom the Department of Biomedical Engineering (R.V., K.B., R.C., P.L.), Case Western Reserve University, Cleveland, Ohio

dAlberta Machine Intelligence Institute (R.V.), Edmonton, Alberta

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V.B. Hill

bDepartment of Neuroradiology (V.B.H.), Feinberg School of Medicine, Northwestern University, Chicago, Illinois

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V. Statsevych

cBrain Tumor and Neuro-Oncology Center (V.S.), Cleveland Clinic, Cleveland, Ohio

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K. Bera

aFrom the Department of Biomedical Engineering (R.V., K.B., R.C., P.L.), Case Western Reserve University, Cleveland, Ohio

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R. Correa

aFrom the Department of Biomedical Engineering (R.V., K.B., R.C., P.L.), Case Western Reserve University, Cleveland, Ohio

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P. Leo

aFrom the Department of Biomedical Engineering (R.V., K.B., R.C., P.L.), Case Western Reserve University, Cleveland, Ohio

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M. Ahluwalia

eMiami Cancer Institute (M.A.), Miami, FL and Herbert Wertheim College of Medicine, Florida International University, Florida

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A. Madabhushi

fDepartment of Biomedical Engineering (A.M.), Emory University, Atlanta Veterans Administration Medical Center

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P. Tiwari

gDepartments of Radiology and Biomedical Engineering (P.T.), University of Wisconsin Madison, Wisconsin

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Cite this article

R. Verma, V.B. Hill, V. Statsevych, K. Bera, R. Correa, P. Leo, M. Ahluwalia, A. Madabhushi, P. Tiwari

Stable and Discriminatory Radiomic Features from the Tumor and Its Habitat Associated with Progression-Free Survival in Glioblastoma: A Multi-Institutional Study

American Journal of Neuroradiology Aug 2022, 43 (8) 1115-1123; DOI: 10.3174/ajnr.A7591

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Radiomic Features and Glioblastoma Survival

R. Verma, V.B. Hill, V. Statsevych, K. Bera, R. Correa, P. Leo, M. Ahluwalia, A. Madabhushi, P. Tiwari

American Journal of Neuroradiology Aug 2022, 43 (8) 1115-1123; DOI: 10.3174/ajnr.A7591

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Stable and Discriminatory Radiomic Features from the Tumor and Its Habitat Associated with Progression-Free Survival in Glioblastoma: A Multi-Institutional Study

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