Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging

Annual low dose computed tomography (CT) lung screening is currently advised for individuals at high risk of lung cancer (e.g., heavy smokers between 55 and 80 years old). The recommended screening practice significantly reduces all-cause mortality, but the vast majority of screening results are neg...

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Veröffentlicht in:Proc SPIE Int Soc Opt Eng
Hauptverfasser: Gao, Riqiang, Li, Lingfeng, Tang, Yucheng, Antic, Sanja L., Paulson, Alexis B., Huo, Yuankai, Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2020
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8148074/
https://ncbi.nlm.nih.gov/pubmed/34040276
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2548464
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