Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance Imaging

Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance Imaging

Magnetic Resonance Imaging-based prostate segmentation is an essential task for adaptive radiotherapy and for radiomics studies whose purpose is to identify associations between imaging features and patient outcomes. Because manual delineation is a time-consuming task, we present three deep-learning...

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Bibliographic Details
Main Authors: Albert Comelli, Navdeep Dahiya, Alessandro Stefano, Federica Vernuccio, Marzia Portoghese, Giuseppe Cutaia, Alberto Bruno, Giuseppe Salvaggio, Anthony Yezzi
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
deep learning
segmentation
prostate
MRI
ENet
UNet
Online Access:https://www.mdpi.com/2076-3417/11/2/782

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