Computer-assisted framework for machine-learning–based delineation of GTV regions on datasets of planning CT and PET/CT images

We have proposed a computer-assisted framework for machine-learning–based delineation of gross tumor volumes (GTVs) following an optimum contour selection (OCS) method. The key idea of the proposed framework was to feed image features around GTV contours (determined based on the knowledge of radiati...

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Detalhes bibliográficos
Publicado no:J Radiat Res
Main Authors: Ikushima, Koujiro, Arimura, Hidetaka, Jin, Ze, Yabu-uchi, Hidetake, Kuwazuru, Jumpei, Shioyama, Yoshiyuki, Sasaki, Tomonari, Honda, Hiroshi, Sasaki, Masayuki
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2017
Assuntos:
Regular Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5321188/
https://ncbi.nlm.nih.gov/pubmed/27609193
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jrr/rrw082
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