Graph-Radiomics Learning (GrRAiL): Application to Distinguishing Glioblastoma Recurrence from Pseudo-Progression on Structural MRI. - Battalapalli, Dheerendranath; Safai, Apoorva; Ismail, Marwa; Hill, Virginia B.; Statsevych, Volodymyr; Huang, Raymond; Ahluwalia, Manmeet; Tiwari, Pallavi (2024)

Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. - Ismail, Marwa; Prasanna, Prateek; Bera, Kaustav; Statsevych, Volodymyr; Hill, Virginia B.; Singh, Gagandeep; Partovi, Sasan; Beig, Niha G.; McGarry, Sean D.; LaViolette, Peter S.; Ahluwalia, Manmeet; Madabhushi, Anant; et al. (IEEE Trans. Medical Imaging, 2022)

A radiomics approach to distinguish non-contrast enhancing tumor from vasogenic edema on multi-parametric pre-treatment MRI scans for glioblastoma tumors. - Yadav, Ipsa; Ismail, Marwa; Statsevych, Volodymyr; Hill, Virginia B.; Correa, Ramon; Ahluwalia, Manmeet; Tiwari, Pallavi (2022)

Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. - Ismail, Marwa; Prasanna, Prateek; Bera, Kaustav; Statsevych, Volodymyr; Hill, Virginia B.; Singh, Gagandeep; Partovi, Sasan; Beig, Niha G.; McGarry, Sean D.; LaViolette, Peter S.; Ahluwalia, Manmeet; Madabhushi, Anant; et al. (CoRR, 2021)

Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma? - A Feasibility Study. - Ismail, Marwa; Hill, Virginia B.; Statsevych, Volodymyr; Mason, Evan; Correa, Ramon; Prasanna, Prateek; Singh, Gagandeep; Bera, Kaustav; Thawani, Rajat; Ahluwalia, Manmeet; Madabhushi, Anant; Tiwari, Pallavi (Frontiers Comput. Neurosci., 2020)

Spatial-And-Context Aware (SpACe) "Virtual Biopsy" Radiogenomic Maps to Target Tumor Mutational Status on Structural MRI. - Ismail, Marwa; Correa, Ramon; Bera, Kaustav; Verma, Ruchika; Bamashmos, Anas Saeed; Beig, Niha G.; Antunes, Jacob; Prasanna, Prateek; Statsevych, Volodymyr; Ahluwalia, Manmeet; Tiwari, Pallavi (2020)

Can tumor location on pre-treatment MRI predict likelihood of pseudo-progression versus tumor recurrence in Glioblastoma? A feasibility study. - Ismail, Marwa; Hill, Virginia B.; Statsevych, Volodymyr; Mason, Evan; Correa, Ramon; Prasanna, Prateek; Singh, Gagandeep; Bera, Kaustav; Thawani, Rajat; Madabhushi, Anant; Ahluwalia, Manmeet; Tiwari, Pallavi (CoRR, 2020)

Spatial-And-Context aware (SpACe) "virtual biopsy" radiogenomic maps to target tumor mutational status on structural MRI. - Ismail, Marwa; Correa, Ramon; Bera, Kaustav; Verma, Ruchika; Bamashmos, Anas Saeed; Beig, Niha G.; Antunes, Jacob; Prasanna, Prateek; Statsevych, Volodymyr; Ahluwalia, Manmeet; Tiwari, Pallavi (CoRR, 2020)

Deformation heterogeneity radiomics to predict molecular subtypes of pediatric Medulloblastoma on routine MRI. - Iyer, Sukanya; Ismail, Marwa; Tamrazi, Benita; Margol, Ashley; Verma, Ruchika; Correa, Ramon; Prasanna, Prateek; Beig, Niha G.; Bera, Kaustav; Statsevych, Volodymyr; Judkins, Alexander R.; Madabhushi, Anant; et al. (2019)

7T MR of intracranial pathology: Preliminary observations and comparisons to 3T and 1.5T. - Obusez, Emmanuel C.; Lowe, Mark J.; Oh, Se-Hong; Wang, Irene; Bullen, Jennifer; Ruggieri, Paul; Hill, Virginia B.; Lockwood, Daniel; Emch, Todd; Moon, Doksu; Loy, Gareth; Lee, Jonathan; et al. (NeuroImage, 2018)