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Development and clinical application of a deep learning model to identify acute infarct on magnetic resonance imaging.
Bridge CP, Bizzo BC, Hillis JM, Chin JK, Comeau DS, Gauriau R, Macruz F, Pawar J, Noro FTC, Sharaf E, Straus Takahashi M, Wright B, Kalafut JF, Andriole KP, Pomerantz SR, Pedemonte S, González RG. Bridge CP, et al. Among authors: gauriau r. Sci Rep. 2022 Feb 9;12(1):2154. doi: 10.1038/s41598-022-06021-0. Sci Rep. 2022. PMID: 35140277 Free PMC article.
Head CT deep learning model is highly accurate for early infarct estimation.
Gauriau R, Bizzo BC, Comeau DS, Hillis JM, Bridge CP, Chin JK, Pawar J, Pourvaziri A, Sesic I, Sharaf E, Cao J, Noro FTC, Wiggins WF, Caton MT, Kitamura F, Dreyer KJ, Kalafut JF, Andriole KP, Pomerantz SR, Gonzalez RG, Lev MH. Gauriau R, et al. Sci Rep. 2023 Jan 5;13(1):189. doi: 10.1038/s41598-023-27496-5. Sci Rep. 2023. PMID: 36604467 Free PMC article.
A Deep Learning-based Model for Detecting Abnormalities on Brain MR Images for Triaging: Preliminary Results from a Multisite Experience.
Gauriau R, Bizzo BC, Kitamura FC, Landi Junior O, Ferraciolli SF, Macruz FBC, Sanchez TA, Garcia MRT, Vedolin LM, Domingues RC, Gasparetto EL, Andriole KP. Gauriau R, et al. Radiol Artif Intell. 2021 Apr 21;3(4):e200184. doi: 10.1148/ryai.2021200184. eCollection 2021 Jul. Radiol Artif Intell. 2021. PMID: 34350408 Free PMC article.