Deep learning vs. atlas-based models for fast auto-segmentation of the masticatory muscles on head and neck CT images

BACKGROUND: Impaired function of masticatory muscles will lead to trismus. Routine delineation of these muscles during planning may improve dose tracking and facilitate dose reduction resulting in decreased radiation-related trismus. This study aimed to compare a deep learning model with a commercia...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Radiat Oncol
Egile Nagusiak: Chen, Wen, Li, Yimin, Dyer, Brandon A., Feng, Xue, Rao, Shyam, Benedict, Stanley H., Chen, Quan, Rong, Yi
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BioMed Central 2020
Gaiak:
Research
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7372849/
https://ncbi.nlm.nih.gov/pubmed/32690103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13014-020-01617-0
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