COVID-19 classification of X-ray images using deep neural networks.

Autor: Keidar D; ETH Zürich, Department of Computer Science, Rämistrasse 101, 8092, Zürich, Switzerland., Yaron D; Department of Math and Computer Science, Weizmann Institute of Science, Rehovot, Israel., Goldstein E; Bioinformatics Unit, Life Sciences Core Facilities, Weizmann Institute of Science, Rehovot, Israel., Shachar Y; Eyeway Vision Ltd., Yoni Netanyahu St 3, Or Yehuda, Israel., Blass A; Department of Math and Computer Science, Weizmann Institute of Science, Rehovot, Israel., Charbinsky L; Department of Radiology, HaEmek Medical Center, Afula, Israel., Aharony I; Department of Radiology, HaEmek Medical Center, Afula, Israel., Lifshitz L; Department of Radiology, HaEmek Medical Center, Afula, Israel., Lumelsky D; Department of Radiology, HaEmek Medical Center, Afula, Israel., Neeman Z; Department of Radiology, HaEmek Medical Center, Afula, Israel., Mizrachi M; Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.; The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel., Hajouj M; Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.; The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel., Eizenbach N; Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.; The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel., Sela E; Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.; The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel., Weiss CS; Cardiothoracic Imaging Unit, Shaare Zedek Medical Center, Jerusalem, Israel., Levin P; Cardiothoracic Imaging Unit, Shaare Zedek Medical Center, Jerusalem, Israel., Benjaminov O; Cardiothoracic Imaging Unit, Shaare Zedek Medical Center, Jerusalem, Israel., Bachar GN; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Tamir S; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Rapson Y; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Suhami D; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Atar E; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Dror AA; Department of Otolaryngology, Head and Neck Surgery, Galilee Medical Center, Nahariya, Israel.; The Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel., Bogot NR; Cardiothoracic Imaging Unit, Shaare Zedek Medical Center, Jerusalem, Israel., Grubstein A; Radiology Department, Rabin Medical Center, Jabotinsky Rd 39, Petah Tikva, Israel.; Sakler School of Medicine, Tel-Aviv University, Ramat Aviv, Tel-Aviv, Israel., Shabshin N; Department of Radiology, HaEmek Medical Center, Afula, Israel., Elyada YM; Mobileye Vision Technologies, Ltd., Hartom 13, Jerusalem, Israel., Eldar YC; Department of Math and Computer Science, Weizmann Institute of Science, Rehovot, Israel. yonina.eldar@weizmann.ac.il.

Publikováno v: European radiology [Eur Radiol] 2021 Dec; Vol. 31 (12), pp. 9654-9663. Date of Electronic Publication: 2021 May 29.

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