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Learning With Fewer Images via Image Clustering: Application to Intravascular OCT Image Segmentation

Deep learning based methods are routinely used to segment various structures of interest in varied medical imaging modalities. Acquiring annotations for a large number of images requires a skilled analyst, and the process is both time consuming and challenging. Our approach to reduce effort is to re...

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Detalhes bibliográficos
Publicado no:IEEE Access
Main Authors: KOLLURU, CHAITANYA, LEE, JUHWAN, GHARAIBEH, YAZAN, BEZERRA, HIRAM G., WILSON, DAVID L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8023588/
https://ncbi.nlm.nih.gov/pubmed/33828934
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/access.2021.3058890
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