Loss, post-processing and standard architecture improvements of liver deep learning segmentation from Computed Tomography and magnetic resonance

As deep learning is increasingly applied to segmentation of organs from Computed Tomography (CT) and Magnetic Resonance Imaging (MRI) sequences, we should understand the importance of certain operations that can improve the quality of results. For segmentation of the liver from those sequences, we q...

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Bibliographic Details
Main Author: Furtado, Pedro (author)
Format: article
Language:eng
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/10316/101213
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/101213