Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
Chest CT is emerging as a valuable diagnostic tool for clinical management of COVID-19 associated lung disease. Here, the authors present a multinational study on the application of deep learning algorithms for COVID-19 diagnosis against multiple lung conditions as controls.
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Nature Portfolio
2020
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oai:doaj.org-article:6f9c98cf760e4d96a63cb5040206bc042021-12-02T18:50:57ZArtificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets10.1038/s41467-020-17971-22041-1723https://doaj.org/article/6f9c98cf760e4d96a63cb5040206bc042020-08-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-17971-2https://doaj.org/toc/2041-1723Chest CT is emerging as a valuable diagnostic tool for clinical management of COVID-19 associated lung disease. Here, the authors present a multinational study on the application of deep learning algorithms for COVID-19 diagnosis against multiple lung conditions as controls.Stephanie A. HarmonThomas H. SanfordSheng XuEvrim B. TurkbeyHolger RothZiyue XuDong YangAndriy MyronenkoVictoria AndersonAmel AmalouMaxime BlainMichael KassinDilara LongNicole VarbleStephanie M. WalkerUlas BagciAnna Maria IerardiElvira StellatoGuido Giovanni PlensichGiuseppe FranceschelliCristiano GirlandoGiovanni IrmiciDominic LabellaDima HammoudAshkan MalayeriElizabeth JonesRonald M. SummersPeter L. ChoykeDaguang XuMona FloresKaku TamuraHirofumi ObinataHitoshi MoriFrancesca PatellaMaurizio CariatiGianpaolo CarrafielloPeng AnBradford J. WoodBaris TurkbeyNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-7 (2020) |
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DOAJ |
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EN |
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Science Q Stephanie A. Harmon Thomas H. Sanford Sheng Xu Evrim B. Turkbey Holger Roth Ziyue Xu Dong Yang Andriy Myronenko Victoria Anderson Amel Amalou Maxime Blain Michael Kassin Dilara Long Nicole Varble Stephanie M. Walker Ulas Bagci Anna Maria Ierardi Elvira Stellato Guido Giovanni Plensich Giuseppe Franceschelli Cristiano Girlando Giovanni Irmici Dominic Labella Dima Hammoud Ashkan Malayeri Elizabeth Jones Ronald M. Summers Peter L. Choyke Daguang Xu Mona Flores Kaku Tamura Hirofumi Obinata Hitoshi Mori Francesca Patella Maurizio Cariati Gianpaolo Carrafiello Peng An Bradford J. Wood Baris Turkbey Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| description |
Chest CT is emerging as a valuable diagnostic tool for clinical management of COVID-19 associated lung disease. Here, the authors present a multinational study on the application of deep learning algorithms for COVID-19 diagnosis against multiple lung conditions as controls. |
| format |
article |
| author |
Stephanie A. Harmon Thomas H. Sanford Sheng Xu Evrim B. Turkbey Holger Roth Ziyue Xu Dong Yang Andriy Myronenko Victoria Anderson Amel Amalou Maxime Blain Michael Kassin Dilara Long Nicole Varble Stephanie M. Walker Ulas Bagci Anna Maria Ierardi Elvira Stellato Guido Giovanni Plensich Giuseppe Franceschelli Cristiano Girlando Giovanni Irmici Dominic Labella Dima Hammoud Ashkan Malayeri Elizabeth Jones Ronald M. Summers Peter L. Choyke Daguang Xu Mona Flores Kaku Tamura Hirofumi Obinata Hitoshi Mori Francesca Patella Maurizio Cariati Gianpaolo Carrafiello Peng An Bradford J. Wood Baris Turkbey |
| author_facet |
Stephanie A. Harmon Thomas H. Sanford Sheng Xu Evrim B. Turkbey Holger Roth Ziyue Xu Dong Yang Andriy Myronenko Victoria Anderson Amel Amalou Maxime Blain Michael Kassin Dilara Long Nicole Varble Stephanie M. Walker Ulas Bagci Anna Maria Ierardi Elvira Stellato Guido Giovanni Plensich Giuseppe Franceschelli Cristiano Girlando Giovanni Irmici Dominic Labella Dima Hammoud Ashkan Malayeri Elizabeth Jones Ronald M. Summers Peter L. Choyke Daguang Xu Mona Flores Kaku Tamura Hirofumi Obinata Hitoshi Mori Francesca Patella Maurizio Cariati Gianpaolo Carrafiello Peng An Bradford J. Wood Baris Turkbey |
| author_sort |
Stephanie A. Harmon |
| title |
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| title_short |
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| title_full |
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| title_fullStr |
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| title_full_unstemmed |
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets |
| title_sort |
artificial intelligence for the detection of covid-19 pneumonia on chest ct using multinational datasets |
| publisher |
Nature Portfolio |
| publishDate |
2020 |
| url |
https://doaj.org/article/6f9c98cf760e4d96a63cb5040206bc04 |
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