Convolutional neural network-based automatic liver delineation on contrast-enhanced and non-contrast-enhanced CT images for radiotherapy planning

AIM: This study evaluated a convolutional neural network (CNN) for automatically delineating the liver on contrast-enhanced or non-contrast-enhanced CT, making comparisons with a commercial automated technique (MIM Maestro®). BACKGROUND: Intensity-modulated radiation therapy requires careful labor-i...

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Bibliografiske detaljer
Udgivet i:Rep Pract Oncol Radiother
Main Authors: Sakashita, Naohiro, Shirai, Kiyonori, Ueda, Yoshihiro, Ono, Ayuka, Teshima, Teruki
Format: Artigo
Sprog:Inglês
Udgivet: Via Medica sp. z o.o. sp. k 2020
Fag:
Original Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7578534/
https://ncbi.nlm.nih.gov/pubmed/33100915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.rpor.2020.09.005
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