Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images.

Autor: Blain M; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA., Kassin MT; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA., Varble N; Philips Research North America, Cambridge, Massachusetts, USA., Wang X; NVIDIA Corporation, Bethesda, Maryland, USA., Xu Z; NVIDIA Corporation, Bethesda, Maryland, USA., Xu D; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA., Carrafiello G; Department of Radiology,Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Italy., Vespro V; Department of Radiology,Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Italy., Stellato E; Department of Radiology,Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Italy., Ierardi AM; Department of Radiology,Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Italy., Meglio LD; Department of Radiology,Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, University of Milan, Italy., D Suh R; Department of Radiology, University of California Los Angeles, Los Angeles, California, USA., A Walker S; National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA., Xu S; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA., H Sanford T; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA;State University of New York Upstate Medical University, Syracuse, Newyork, USA., B Turkbey E; Molecular Imaging Program, National Institutes of Health, Bethesda, Maryland, USA;Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Mayland, USA., Harmon S; National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA;Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA., Turkbey B; Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Mayland, USA., J Wood B; Center for Interventional Oncology, National Institutes of Health Clinical Center and National Cancer Institute, Bethesda, Maryland, USA;Department of Radiology, University of California Los Angeles, Los Angeles, California, USA;Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Mayland, USA.

Publikováno v: Diagnostic and interventional radiology (Ankara, Turkey) [Diagn Interv Radiol] 2021 Jan; Vol. 27 (1), pp. 20-27.