1. Digital histology with Mueller microscopy: how to mitigate an impact of tissue cut thickness fluctuations
- Author
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Enric Garcia-Caurel, Hee Ryung Lee, Florian Groeber-Becker, Pengcheng Li, Razvigor Ossikovski, Sofia Dembski, Tatiana Novikova, Christian Lotz, Thomas Sang Hyuk Yoo, Hui Ma, Publica, Laboratoire de physique des interfaces et des couches minces [Palaiseau] (LPICM), École polytechnique (X)-Centre National de la Recherche Scientifique (CNRS), Fraunhofer Institute for Silicate Research (Fraunhofer ISC), Fraunhofer (Fraunhofer-Gesellschaft), School of Mechanical Engineering & Automation, Northeastern University, Shenyang, and Northeastern University [Shenyang]
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Paper ,Materials science ,Microscope ,Optical measurements ,Biomedical Engineering ,Polarimetry ,Models, Biological ,01 natural sciences ,Imaging ,law.invention ,010309 optics ,Biomaterials ,[SPI]Engineering Sciences [physics] ,Optics ,law ,skin tissue models ,0103 physical sciences ,Microscopy ,Image Processing, Computer-Assisted ,Humans ,digital histology ,logarithmic decomposition ,Mueller calculus ,ComputingMilieux_MISCELLANEOUS ,Skin ,business.industry ,Histological Techniques ,Optical Imaging ,Depolarization ,Histology ,Mueller polarimetry ,Polarization (waves) ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,[SPI.OPTI]Engineering Sciences [physics]/Optics / Photonic ,Microscopy, Polarization ,business ,[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing ,Algorithms - Abstract
Mueller microscopy studies of fixed unstained histological cuts of human skin models were combined with an analysis of experimental data within the framework of differential Mueller matrix (MM) formalism. A custom-built Mueller polarimetric microscope was used in transmission configuration for the optical measurements of skin tissue model adjacent cuts of various nominal thicknesses (5 to 30 mm). The maps of both depolarization and polarization parameters were calculated from the corresponding microscopic MM images by applying a logarithmic Mueller matrix decomposition (LMMD) pixelwise. The parameters derived from LMMD of measured tissue cuts and the intensity of transmitted light were used for an automated segmentation of microscopy images to delineate dermal and epidermal layers. The quadratic dependence of depolarization parameters and linear dependence of polarization parameters on thickness, as predicted by the theory, was confirmed in our measurements. These findings pave the way toward digital histology with polarized light by presenting the combination of optimal optical markers, which allows mitigating the impact of tissue cut thickness fluctuations and increases the contrast of polarimetric images for tissue diagnostics.
- Published
- 2019
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