Strategies to improve deep learning-based salivary gland segmentation

Abstract Background Deep learning-based delineation of organs-at-risk for radiotherapy purposes has been investigated to reduce the time-intensiveness and inter-/intra-observer variability associated with manual delineation. We systematically evaluated ways to improve the performance and reliability...

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Bibliographic Details
Main Authors: Ward van Rooij, Max Dahele, Hanne Nijhuis, Berend J. Slotman, Wilko F. Verbakel
Format: Article
Language:English
Published: BMC 2020-12-01
Series:Radiation Oncology
Subjects:
Online Access:https://doi.org/10.1186/s13014-020-01721-1