An open-source nnU-net algorithm for automatic segmentation of MRI scans in the male pelvis for adaptive radiotherapy

An open-source nnU-net algorithm for automatic segmentation of MRI scans in the male pelvis for adaptive radiotherapy

BackgroundAdaptive MRI-guided radiotherapy (MRIgRT) requires accurate and efficient segmentation of organs and targets on MRI scans. Manual segmentation is time-consuming and variable, while deformable image registration (DIR)-based contour propagation may not account for large anatomical changes. T...

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Bibliographic Details
Main Authors: Ebbe Laugaard Lorenzen, Bahar Celik, Nis Sarup, Lars Dysager, Rasmus Lübeck Christiansen, Anders Smedegaard Bertelsen, Uffe Bernchou, Søren Nielsen Agergaard, Maximilian Lukas Konrad, Carsten Brink, Faisal Mahmood, Tine Schytte, Christina Junker Nyborg
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Oncology
Subjects:
U-net
adaptive radiotherapy
MRI-guided
pelvis
segmentation
automatic segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1285725/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2023.1285725/full

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