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Organ-At-Risk Segmentation in Brain MRI using Model-Based Segmentation: Benefits of Deep Learning-Based Boundary Detectors

Organ-at-risk (OAR) segmentation is a key step for radiotherapy treatment planning. Model-based segmentation (MBS) has been successfully used for the fully automatic segmentation of anatomical structures and it has proven to be robust to noise due to its incorporated shape prior knowledge. In this w...

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Bibliografiske detaljer
Udgivet i:Shape Med Imaging (2018)
Main Authors: Orasanu, Eliza, Brosch, Tom, Glide-Hurst, Carri, Renisch, Steffen
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6511992/
https://ncbi.nlm.nih.gov/pubmed/31093609
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-04747-4_27
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