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Home/Authors/Xiyuan Wang

Xiyuan Wang

1 indexed paper

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26

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Vision×1

Frequent co-authors

Xinran Chen1×
Guangquan Zhou1×
Chuan Chen1×

Research Timeline

2026
Automatic Echocardiography Segmentation via Transition Probability Correlation for Stable Semantic Extraction

This paper proposes a STLSF module for echocardiography segmentation using a semantic correction component and texture enhancement, along with a frequency-aware denoising pre-training method.

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Papers

cs.CVEmpiricalRecentJul 8, 2026

Automatic Echocardiography Segmentation via Transition Probability Correlation for Stable Semantic Extraction

Xinran Chen, Xiyuan Wang, Guangquan Zhou, Chuan Chen

This paper proposes a STLSF module for echocardiography segmentation using a semantic correction component and texture enhancement, along with a frequency-aware denoising pre-training method.

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