Decoupling mean teacher via Dual students: a prototype-based framework for semi-supervised medical segmentation
Abstract In recent years, Semi-Supervised Learning (SSL) has emerged as a promising approach for medical image segmentation, particularly in scenarios with limited labeled data. Among the existing SSL methods, the mean teacher framework is one of the most popular approaches due to its simple archite...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-06-01
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| Series: | Complex & Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s40747-025-01964-z |
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