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Reproducibility analysis of multi-institutional paired expert annotations and radiomic features of the Ivy Glioblastoma Atlas Project (Ivy GAP) dataset.
Pati S, Verma R, Akbari H, Bilello M, Hill VB, Sako C, Correa R, Beig N, Venet L, Thakur S, Serai P, Ha SM, Blake GD, Shinohara RT, Tiwari P, Bakas S. Pati S, et al. Among authors: beig n. Med Phys. 2020 Dec;47(12):6039-6052. doi: 10.1002/mp.14556. Epub 2020 Dec 4. Med Phys. 2020. PMID: 33118182 Free PMC article.
Radiogenomic-Based Survival Risk Stratification of Tumor Habitat on Gd-T1w MRI Is Associated with Biological Processes in Glioblastoma.
Beig N, Bera K, Prasanna P, Antunes J, Correa R, Singh S, Saeed Bamashmos A, Ismail M, Braman N, Verma R, Hill VB, Statsevych V, Ahluwalia MS, Varadan V, Madabhushi A, Tiwari P. Beig N, et al. Clin Cancer Res. 2020 Apr 15;26(8):1866-1876. doi: 10.1158/1078-0432.CCR-19-2556. Epub 2020 Feb 20. Clin Cancer Res. 2020. PMID: 32079590 Free PMC article.
Tumor Habitat-derived Radiomic Features at Pretreatment MRI That Are Prognostic for Progression-free Survival in Glioblastoma Are Associated with Key Morphologic Attributes at Histopathologic Examination: A Feasibility Study.
Verma R, Correa R, Hill VB, Statsevych V, Bera K, Beig N, Mahammedi A, Madabhushi A, Ahluwalia M, Tiwari P. Verma R, et al. Among authors: beig n. Radiol Artif Intell. 2020 Nov 11;2(6):e190168. doi: 10.1148/ryai.2020190168. eCollection 2020 Nov. Radiol Artif Intell. 2020. PMID: 33330847 Free PMC article.
Shape Features of the Lesion Habitat to Differentiate Brain Tumor Progression from Pseudoprogression on Routine Multiparametric MRI: A Multisite Study.
Ismail M, Hill V, Statsevych V, Huang R, Prasanna P, Correa R, Singh G, Bera K, Beig N, Thawani R, Madabhushi A, Aahluwalia M, Tiwari P. Ismail M, et al. Among authors: beig n. AJNR Am J Neuroradiol. 2018 Dec;39(12):2187-2193. doi: 10.3174/ajnr.A5858. Epub 2018 Nov 1. AJNR Am J Neuroradiol. 2018. PMID: 30385468 Free PMC article.
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma.
Ismail M, Prasanna P, Bera K, Statsevych V, Hill V, Singh G, Partovi S, Beig N, McGarry S, Laviolette P, Ahluwalia M, Madabhushi A, Tiwari P. Ismail M, et al. Among authors: beig n. IEEE Trans Med Imaging. 2022 Jul;41(7):1764-1777. doi: 10.1109/TMI.2022.3148780. Epub 2022 Jun 30. IEEE Trans Med Imaging. 2022. PMID: 35108202 Free PMC article.
Mass Effect Deformation Heterogeneity (MEDH) on Gadolinium-contrast T1-weighted MRI is associated with decreased survival in patients with right cerebral hemisphere Glioblastoma: A feasibility study.
Prasanna P, Mitra J, Beig N, Nayate A, Patel J, Ghose S, Thawani R, Partovi S, Madabhushi A, Tiwari P. Prasanna P, et al. Among authors: beig n. Sci Rep. 2019 Feb 4;9(1):1145. doi: 10.1038/s41598-018-37615-2. Sci Rep. 2019. PMID: 30718547 Free PMC article.
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