End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

With an estimated 160,000 deaths in 2018, lung cancer is the most common cause of cancer death in the United States . Lung cancer screening using low-dose computed tomography has been shown to reduce mortality by 20-43% and is now included in US screening guidelines . Existing challenges include int...

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Veröffentlicht in:Nature medicine Jg. 25; H. 6; S. 954 - 961
Hauptverfasser: Ardila, Diego, Kiraly, Atilla P, Bharadwaj, Sujeeth, Choi, Bokyung, Reicher, Joshua J, Peng, Lily, Tse, Daniel, Etemadi, Mozziyar, Ye, Wenxing, Corrado, Greg, Naidich, David P, Shetty, Shravya
Format: Journal Article
Sprache:Englisch
Veröffentlicht: United States Nature Publishing Group 01.06.2019
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ISSN:1078-8956, 1546-170X, 1546-170X
Online-Zugang:Volltext
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