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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Detalles Bibliográficos
Publicado en:J Radiat Res
Autores principales: Ikushima, Koujiro, Arimura, Hidetaka, Jin, Ze, Yabu-uchi, Hidetake, Kuwazuru, Jumpei, Shioyama, Yoshiyuki, Sasaki, Tomonari, Honda, Hiroshi, Sasaki, Masayuki
Formato: Artigo
Lenguaje:Inglês
Publicado: Oxford University Press 2017
Materias:
Regular Paper
Acceso en línea: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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