[HTML][HTML] Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images

RMS Bashir, T Qaiser, SEA Raza, NM Rajpoot - Medical Image Analysis, 2024 - Elsevier
Semantic segmentation of various tissue and nuclei types in histology images is
fundamental to many downstream tasks in the area of computational pathology (CPath). In …

[PDF][PDF] Semi-Supervised Cross-Consistency Contrastive Learning for Nuclei Segmentation in Histology Images

RMS Bashir, T Qaiser, SEA Raza, NM Rajpoot - cse.cuhk.edu.hk
Segmentation and classification of nuclei of various cell types in histology images is a
fundamental task in the emerging area of computational pathology (CPath). Deep Learning …