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Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach

Automatic sigmoid colon segmentation in CT for radiotherapy treatment planning is challenging due to complex organ shape, close distances to other organs, and large variations in size, shape, and filling status. The patient bowel is often not evacuated, and CT contrast enhancement is not used, which...

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Bibliografiska uppgifter
I publikationen:Med Image Anal
Huvudupphovsmän: Gonzalez, Yesenia, Shen, Chenyang, Jung, Hyunuk, Nguyen, Dan, Jiang, Steve B., Albuquerque, Kevin, Jia, Xun
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2020
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7847132/
https://ncbi.nlm.nih.gov/pubmed/33383333
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101896
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