Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection

Deep learning has achieved many successes in medical imaging, including lung nodule segmentation and lung cancer prediction on computed tomography (CT). Recently, multi-task networks have shown to both offer additional estimation capabilities, and, perhaps more importantly, increased performance ove...

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Bibliographic Details
Published in:Proc SPIE Int Soc Opt Eng
Main Authors: Yang, Yiyuan, Gao, Riqiang, Tang, Yucheng, Antic, Sanja L., Deppen, Steve, Huo, Yuankai, Sandler, Kim L., Massion, Pierre P., Landman, Bennett A.
Format: Artigo
Language:Inglês
Published: 2020
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8148030/
https://ncbi.nlm.nih.gov/pubmed/34040274
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2548755
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