Semi-Supervised Nuclei Instance Segmentation with Category-Adaptive Sampling and Region-Adaptive Attention

Cell nuclei instance segmentation plays a critical role in pathological image analysis. In recent years, fully supervised methods for cell nuclei instance segmentation have achieved significant results. However, in practical medical image processing, annotating dense cell nuclei at the instance leve...

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Bibliografiske detaljer

Principais autores:	Xunci Li, Die Luo, Zimei Wei, Junan Long, Zhiwei Ye
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2025-05-01
Serier:	Applied Sciences
Fag:	semi-supervised instance segmentation category-adaptive sampling region-adaptive attention
Online adgang:	https://www.mdpi.com/2076-3417/15/9/5107
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