11 Apr Automating Histology Analysis with a Novel Tissue Layer Identification Method

Histological analysis is vital for understanding tissue structure and diagnosing diseases, but manual segmentation of tissue layers is often time-consuming and inconsistent. This unsupervised method segments skin tissue layers—dermis, subcutaneous, and muscle using K-means clustering, neighborhood histograms, and Dijkstra's algorithm. Unlike prior approaches, it requires...