Automatic Multiorgan Segmentation in Pelvic Region with Convolutional Neural Networks on 0.35 T MR-Linac Images

Automatic Multiorgan Segmentation in Pelvic Region with Convolutional Neural Networks on 0.35 T MR-Linac Images

MR-Linac is a recent device combining a linear accelerator with an MRI scanner. The improved soft tissue contrast of MR images is used for optimum delineation of tumors or organs at risk (OARs) and precise treatment delivery. Automatic segmentation of OARs can contribute to alleviating the time-cons...

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Bibliographic Details
Main Authors: Emmanouil Koutoulakis, Louis Marage, Emmanouil Markodimitrakis, Leone Aubignac, Catherine Jenny, Igor Bessieres, Alain Lalande
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Algorithms
Subjects:
automatic segmentation
organ at risk
2.5D
convolutional neural networks
MRI
Online Access:https://www.mdpi.com/1999-4893/16/11/521

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https://www.mdpi.com/1999-4893/16/11/521

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