Keep it accurate and robust: An enhanced nuclei analysis framework
Accurate segmentation and Collections classification of nuclei in histology images is critical but challenging due to nuclei heterogeneity, staining variations, and tissue complexity.Existing methods often struggle with limited dataset variability, with patches extracted from similar whole slide images (WSI), making models prone to falling into loc