Weakly Supervised Nuclei Segmentation with Point-Guided Attention and Self-Supervised Pseudo-Labeling

Due to the labor-intensive manual annotations for nuclei segmentation, point-supervised segmentation based on nuclei coordinate supervision has gained recognition in recent years. Despite great progress, two challenges hinder the performance of weakly supervised nuclei segmentation methods: (1) The...

Description complète

Détails bibliographiques
Auteurs principaux: Yapeng Mo, Lijiang Chen, Lingfeng Zhang, Qi Zhao
Format: Article
Langue:English
Publié: MDPI AG 2025-01-01
Collection:Bioengineering
Sujets:
Accès en ligne:https://www.mdpi.com/2306-5354/12/1/85