Diversity-enhanced consistency learning for label-efficient cardiac image segmentation

Cardiovascular diseases are among the leading causes of death worldwide, highlighting the need for automated cardiac structure analysis on MRI to improve diagnostic accuracy. While supervised learning has significantly advanced medical image segmentation, relying on annotated datasets continues to b...

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Bibliographic Details

Main Authors:	Yuting Qiu, James Meng, Baihua Li
Format:	Default Conference proceeding
Published:	2025
Subjects:	label-efficient deep learning semi-supervised learning cardiac image
Online Access:	https://hdl.handle.net/2134/29416754.v1
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