Stochastic Augmented-Based Dual-Teaching for Semi-Supervised Medical Image Segmentation

Existing semi-supervised medical image segmentation algorithms use copy-paste data augmentation to correct the labeled-unlabeled data distribution mismatch. However, current copy-paste methods have three limitations: (1) trai... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2024-11-13
DOI
https://doi.org/10.32604/cmc.2024.056478
Citations
1
Primary Topic
Medical Image Segmentation Techniques
Type
article
Field-Weighted Citation Impact
0.25

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article

Stochastic Augmented-Based Dual-Teaching for Semi-Supervised Medical Image Segmentation

Hengyang Liu, Pengcheng Ren, Fen Luo, Chengyun Song et al.
1 citations
Computers, materials & continua/Computers, materials & continua (Print)
Medical Image Segmentation Techniques
0.25
article

Stochastic Augmented-Based Dual-Teaching for Semi-Supervised Medical Image Segmentation

Hengyang Liu, Pengcheng Ren, Fen Luo, Chengyun Song, Yang Yuan
article en
1 citations

Abstract

Existing semi-supervised medical image segmentation algorithms use copy-paste data augmentation to correct the labeled-unlabeled data distribution mismatch. However, current copy-paste methods have three limitations: (1) trai... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 82(1)
National Natural Science Foundation of China
Openalex Percentile: Top 45%
Medical Image Segmentation Techniques
0.25
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