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Severity and Consolidation Quantification of COVID-19 From CT Images Using Deep Learning Based on Hybrid Weak Labels.
Wu D, Gong K, Arru CD, Homayounieh F, Bizzo B, Buch V, Ren H, Kim K, Neumark N, Xu P, Liu Z, Fang W, Xie N, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Dayan I, Kalra MK, Li Q. Wu D, et al. IEEE J Biomed Health Inform. 2020 Dec;24(12):3529-3538. doi: 10.1109/JBHI.2020.3030224. Epub 2020 Dec 4. IEEE J Biomed Health Inform. 2020. PMID: 33044938 Free PMC article.
Multicenter Assessment of CT Pneumonia Analysis Prototype for Predicting Disease Severity and Patient Outcome.
Homayounieh F, Bezerra Cavalcanti Rockenbach MA, Ebrahimian S, Doda Khera R, Bizzo BC, Buch V, Babaei R, Karimi Mobin H, Mohseni I, Mitschke M, Zimmermann M, Durlak F, Rauch F, Digumarthy SR, Kalra MK. Homayounieh F, et al. Among authors: bizzo bc. J Digit Imaging. 2021 Apr;34(2):320-329. doi: 10.1007/s10278-021-00430-9. Epub 2021 Feb 25. J Digit Imaging. 2021. PMID: 33634416 Free PMC article.
A multi-center study of COVID-19 patient prognosis using deep learning-based CT image analysis and electronic health records.
Gong K, Wu D, Arru CD, Homayounieh F, Neumark N, Guan J, Buch V, Kim K, Bizzo BC, Ren H, Tak WY, Park SY, Lee YR, Kang MK, Park JG, Carriero A, Saba L, Masjedi M, Talari H, Babaei R, Mobin HK, Ebrahimian S, Guo N, Digumarthy SR, Dayan I, Kalra MK, Li Q. Gong K, et al. Among authors: bizzo bc. Eur J Radiol. 2021 Jun;139:109583. doi: 10.1016/j.ejrad.2021.109583. Epub 2021 Feb 5. Eur J Radiol. 2021. PMID: 33846041 Free PMC article.
Investigating centering, scan length, and arm position impact on radiation dose across 4 countries from 4 continents during pandemic: Mitigating key radioprotection issues.
Ebrahimian S, Oliveira Bernardo M, Alberto Moscatelli A, Tapajos J, Leitão Tapajós L, Jamil Khoury H, Babaei R, Karimi Mobin H, Mohseni I, Arru C, Carriero A, Falaschi Z, Pasche A, Saba L, Homayounieh F, Bizzo BC, Vassileva J, Kalra MK. Ebrahimian S, et al. Among authors: bizzo bc. Phys Med. 2021 Apr;84:125-131. doi: 10.1016/j.ejmp.2021.04.001. Epub 2021 Apr 21. Phys Med. 2021. PMID: 33894582 Free PMC article.
Federated learning for predicting clinical outcomes in patients with COVID-19.
Dayan I, Roth HR, Zhong A, Harouni A, Gentili A, Abidin AZ, Liu A, Costa AB, Wood BJ, Tsai CS, Wang CH, Hsu CN, Lee CK, Ruan P, Xu D, Wu D, Huang E, Kitamura FC, Lacey G, de Antônio Corradi GC, Nino G, Shin HH, Obinata H, Ren H, Crane JC, Tetreault J, Guan J, Garrett JW, Kaggie JD, Park JG, Dreyer K, Juluru K, Kersten K, Rockenbach MABC, Linguraru MG, Haider MA, AbdelMaseeh M, Rieke N, Damasceno PF, E Silva PMC, Wang P, Xu S, Kawano S, Sriswasdi S, Park SY, Grist TM, Buch V, Jantarabenjakul W, Wang W, Tak WY, Li X, Lin X, Kwon YJ, Quraini A, Feng A, Priest AN, Turkbey B, Glicksberg B, Bizzo B, Kim BS, Tor-Díez C, Lee CC, Hsu CJ, Lin C, Lai CL, Hess CP, Compas C, Bhatia D, Oermann EK, Leibovitz E, Sasaki H, Mori H, Yang I, Sohn JH, Murthy KNK, Fu LC, de Mendonça MRF, Fralick M, Kang MK, Adil M, Gangai N, Vateekul P, Elnajjar P, Hickman S, Majumdar S, McLeod SL, Reed S, Gräf S, Harmon S, Kodama T, Puthanakit T, Mazzulli T, de Lavor VL, Rakvongthai Y, Lee YR, Wen Y, Gilbert FJ, Flores MG, Li Q. Dayan I, et al. Nat Med. 2021 Oct;27(10):1735-1743. doi: 10.1038/s41591-021-01506-3. Epub 2021 Sep 15. Nat Med. 2021. PMID: 34526699 Free PMC article.
56 results