Deep learning for segmentation of the cervical cancer gross tumor volume on magnetic resonance imaging for brachytherapy

Deep learning for segmentation of the cervical cancer gross tumor volume on magnetic resonance imaging for brachytherapy

Abstract Background Segmentation of the Gross Tumor Volume (GTV) is a crucial step in the brachytherapy (BT) treatment planning workflow. Currently, radiation oncologists segment the GTV manually, which is time-consuming. The time pressure is particularly critical for BT because during the segmentat...

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Bibliographic Details
Main Authors: Roque Rodríguez Outeiral, Patrick J. González, Eva E. Schaake, Uulke A. van der Heide, Rita Simões
Format: Article
Language:English
Published: BMC 2023-05-01
Series:Radiation Oncology
Subjects:
Automatic segmentation
Cervical cancer
GTV
Nnu-net
Brachytherapy
Online Access:https://doi.org/10.1186/s13014-023-02283-8

Internet

https://doi.org/10.1186/s13014-023-02283-8

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