Unsupervised learning of pixel clustering in Mueller matrix images for mapping microstructural features in pathological tissues

Abstract In histopathology, doctors identify diseases by characterizing abnormal cells and their spatial organization within tissues. Polarization microscopy and supervised learning have been proved as an effective tool for extracting polarization parameters to highlight pathological features. Here,...

Full description

Bibliographic Details
Main Authors: Jiachen Wan, Yang Dong, Yue Yao, Weijin Xiao, Ruqi Huang, Jing-Hao Xue, Ran Peng, Haojie Pei, Xuewu Tian, Ran Liao, Honghui He, Nan Zeng, Chao Li, Hui Ma
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Communications Engineering
Online Access:https://doi.org/10.1038/s44172-023-00136-6