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Deep Bayesian networks for uncertainty estimation and adversarial resistance of white matter hyperintensity segmentation.
Mojiri Forooshani P, Biparva M, Ntiri EE, Ramirez J, Boone L, Holmes MF, Adamo S, Gao F, Ozzoude M, Scott CJM, Dowlatshahi D, Lawrence-Dewar JM, Kwan D, Lang AE, Marcotte K, Leonard C, Rochon E, Heyn C, Bartha R, Strother S, Tardif JC, Symons S, Masellis M, Swartz RH, Moody A, Black SE, Goubran M. Mojiri Forooshani P, et al. Hum Brain Mapp. 2022 May;43(7):2089-2108. doi: 10.1002/hbm.25784. Epub 2022 Jan 28. Hum Brain Mapp. 2022. PMID: 35088930 Free PMC article.
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs.
Ntiri EE, Holmes MF, Forooshani PM, Ramirez J, Gao F, Ozzoude M, Adamo S, Scott CJM, Dowlatshahi D, Lawrence-Dewar JM, Kwan D, Lang AE, Symons S, Bartha R, Strother S, Tardif JC, Masellis M, Swartz RH, Moody A, Black SE, Goubran M. Ntiri EE, et al. Neuroinformatics. 2021 Oct;19(4):597-618. doi: 10.1007/s12021-021-09510-1. Epub 2021 Feb 1. Neuroinformatics. 2021. PMID: 33527307