Machine Learning Approach to 3x4 Mueller Polarimetry for Complete Reconstruction of Diagnostic Polarimetric Images of Biological Tissues Article

Chae, Sooyong, Huang, Tongyu, Rodriguez-Nunez, Omar et al. (2025). Machine Learning Approach to 3x4 Mueller Polarimetry for Complete Reconstruction of Diagnostic Polarimetric Images of Biological Tissues . IEEE TRANSACTIONS ON MEDICAL IMAGING, 44(9), 3820-3831. 10.1109/TMI.2025.3567570

Open Access International Collaboration

cited authors

  • Chae, Sooyong; Huang, Tongyu; Rodriguez-Nunez, Omar; Lucas, Theotim; Vanel, Jean-Charles; Vizet, Jeremy; Pierangelo, Angelo; Piavchenko, Gennadii; Genova, Tsanislava; Ajmal, Ajmal; Ramella-Roman, Jessica C; Doronin, Alexander; Ma, Hui; Novikova, Tatiana

sustainable development goals

authors

publication date

  • September 1, 2025

published in

keywords

  • Biological tissues
  • Cameras
  • Computer Science
  • Computer Science, Interdisciplinary Applications
  • Engineering
  • Engineering, Biomedical
  • Engineering, Electrical & Electronic
  • Image reconstruction
  • Imaging Science & Photographic Technology
  • Life Sciences & Biomedicine
  • MATRIX POLARIMETRY
  • MODULATORS
  • Machine learning
  • Microscopy
  • Optical imaging
  • Optical polarization
  • POLARIZATION
  • Polarimetry
  • Radiology, Nuclear Medicine & Medical Imaging
  • Science & Technology
  • Skin
  • Technology
  • Vectors
  • machine learning
  • medical imaging
  • partial Mueller polarimetry
  • polarization-sensitive camera

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 3820

end page

  • 3831

volume

  • 44

issue

  • 9