CAFS: An Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation

CAFS: An Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation

Accurate segmentation of nasopharyngeal carcinoma is essential to its treatment effect. However, there are several challenges in existing deep learning-based segmentation methods. First, the acquisition of labeled data are challenging. Second, the nasopharyngeal carcinoma is similar to the surroundi...

Full description

Bibliographic Details
Main Authors: Chen, Y. (Author), Han, G. (Author), Lin, T. (Author), Liu, X. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Co segmentations
deep learning
Deep learning
Labeled data
Learning-based segmentation
nasopharyngeal carcinoma
Nasopharyngeal carcinoma
Segmentation methods
Semi supervisions
Semi-supervised method
semi-supervision
State-of-the-art methods
Supervised learning
Treatment effects
Online Access:View Fulltext in Publisher

Internet

View Fulltext in Publisher

Similar Items