Eigenrank by Committee: Von Neumann Entropy Based Data Subset Selection and Failure Prediction for Deep Learning Based Medical Image Segmentation

Manual delineation of anatomy on existing images is the basis of developing deep learning algorithms for medical image segmentation. However, manual segmentation is tedious. It is also expensive because clinician effort is necessary to ensure correctness of delineation. Consequently most algorithm d...

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Pubblicato in:Med Image Anal
Autori principali: Gaonkar, Bilwaj, Beckett, Joel, Attiah, Mark, Ahn, Christine, Edwards, Matthew, Wilson, Bayard, Laiwalla, Azim, Salehi, Banafsheh, Yoo, Bryan, Bui, Alex, Macyszyn, Luke
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7725920/
https://ncbi.nlm.nih.gov/pubmed/33080506
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101834
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