Machine learning-enabled cancer diagnostics with widefield polarimetric second-harmonic generation microscopy

Abstract The extracellular matrix (ECM) collagen undergoes major remodeling during tumorigenesis. However, alterations to the ECM are not widely considered in cancer diagnostics, due to mostly uniform appearance of collagen fibers in white light images of hematoxylin and eosin-stained (H&E) tiss...

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Bibliographic Details
Main Authors: Kamdin Mirsanaye, Leonardo Uribe Castaño, Yasmeen Kamaliddin, Ahmad Golaraei, Renaldas Augulis, Lukas Kontenis, Susan J. Done, Edvardas Žurauskas, Vuk Stambolic, Brian C. Wilson, Virginijus Barzda
Format: Article
Language:English
Published: Nature Portfolio 2022-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-13623-1