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Strategies to improve deep learning-based salivary gland segmentation

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 of deep...

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Dettagli Bibliografici
Pubblicato in:Radiat Oncol
Autori principali: van Rooij, Ward, Dahele, Max, Nijhuis, Hanne, Slotman, Berend J., Verbakel, Wilko F.
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7709305/
https://ncbi.nlm.nih.gov/pubmed/33261620
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13014-020-01721-1
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