A Fast Method for Whole Liver- and Colorectal Liver Metastasis Segmentations from MRI Using 3D FCNN Networks

A Fast Method for Whole Liver- and Colorectal Liver Metastasis Segmentations from MRI Using 3D FCNN Networks

The liver is the most frequent organ for metastasis from colorectal cancer, one of the most common tumor types with a poor prognosis. Despite reducing surgical planning time and providing better spatial representation, current methods of 3D modeling of patient-specific liver anatomy are extremely ti...

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Bibliographic Details
Main Authors: Yuliia Kamkova, Egidijus Pelanis, Atle Bjørnerud, Bjørn Edwin, Ole Jakob Elle, Rahul Prasanna Kumar
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
deep learning
HighResNet
cascade DL
3D model
magnetic resonance
hepatic tumor
Online Access:https://www.mdpi.com/2076-3417/12/10/5145

Internet

https://www.mdpi.com/2076-3417/12/10/5145

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