Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational data...
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
About this item
Full title
Author / Creator
Harmon, Stephanie A. , Sanford, Thomas H. , Xu, Sheng , Turkbey, Evrim B. , Roth, Holger , Xu, Ziyue , Yang, Dong , Myronenko, Andriy , Anderson, Victoria , Amalou, Amel , Blain, Maxime , Kassin, Michael , Long, Dilara , Varble, Nicole , Walker, Stephanie M. , Bagci, Ulas , Ierardi, Anna Maria , Stellato, Elvira , Plensich, Guido Giovanni , Franceschelli, Giuseppe , Girlando, Cristiano , Irmici, Giovanni , Labella, Dominic , Hammoud, Dima , Malayeri, Ashkan , Jones, Elizabeth , Summers, Ronald M. , Choyke, Peter L. , Xu, Daguang , Flores, Mona , Tamura, Kaku , Obinata, Hirofumi , Mori, Hitoshi , Patella, Francesca , Cariati, Maurizio , Carrafiello, Gianpaolo , An, Peng , Wood, Bradford J. and Turkbey, Baris
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
Chest CT is emerging as a valuable diagnostic tool for clinical management of COVID-19 associated lung disease. Artificial intelligence (AI) has the potential to aid in rapid evaluation of CT scans for differentiation of COVID-19 findings from other clinical entities. Here we show that a series of deep learning algorithms, trained in a diverse mult...
Alternative Titles
Full title
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
Authors, Artists and Contributors
Author / Creator
Sanford, Thomas H.
Xu, Sheng
Turkbey, Evrim B.
Roth, Holger
Xu, Ziyue
Yang, Dong
Myronenko, Andriy
Anderson, Victoria
Amalou, Amel
Blain, Maxime
Kassin, Michael
Long, Dilara
Varble, Nicole
Walker, Stephanie M.
Bagci, Ulas
Ierardi, Anna Maria
Stellato, Elvira
Plensich, Guido Giovanni
Franceschelli, Giuseppe
Girlando, Cristiano
Irmici, Giovanni
Labella, Dominic
Hammoud, Dima
Malayeri, Ashkan
Jones, Elizabeth
Summers, Ronald M.
Choyke, Peter L.
Xu, Daguang
Flores, Mona
Tamura, Kaku
Obinata, Hirofumi
Mori, Hitoshi
Patella, Francesca
Cariati, Maurizio
Carrafiello, Gianpaolo
An, Peng
Wood, Bradford J.
Turkbey, Baris
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_6f9c98cf760e4d96a63cb5040206bc04
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6f9c98cf760e4d96a63cb5040206bc04
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-020-17971-2
