Tatiana Novikova

Palaiseau, France

Last Updated: 09/26/2026

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Found 35 publications

Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset.

Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset.

Journal: Journal of microscopy

Published: March 28, 2026

Polarimetric feature analysis of Mueller matrices for brain tumor image segmentation.

Polarimetric feature analysis of Mueller matrices for brain tumor image segmentation.

Journal: Optics express

Published: November 11, 2025

Physically Consistent Image Augmentation for Deep Learning in Mueller Matrix Polarimetry.

Physically Consistent Image Augmentation for Deep Learning in Mueller Matrix Polarimetry.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society

Published: October 13, 2025

Retardance and depolarization of brain white matter as markers for intraoperative delineation of brain tumors: experiments and simulations.

Retardance and depolarization of brain white matter as markers for intraoperative delineation of brain tumors: experiments and simulations.

Journal: Biomedical optics express

Published: August 22, 2025

Roadmap for light interaction with biophotonic surfaces and their diverse applications.

Roadmap for light interaction with biophotonic surfaces and their diverse applications.

Journal: Journal of biomedical optics

Published: June 22, 2025

Machine Learning Approach to 3×4 Mueller Polarimetry for Complete Reconstruction of Diagnostic Polarimetric Images of Biological Tissues.

Machine Learning Approach to 3×4 Mueller Polarimetry for Complete Reconstruction of Diagnostic Polarimetric Images of Biological Tissues.

Journal: IEEE transactions on medical imaging

Published: May 06, 2025

Alignment of histological and polarimetric large-scale imaging for brain tissue characterization.

Alignment of histological and polarimetric large-scale imaging for brain tissue characterization.

Journal: Journal of biomedical optics

Published: April 28, 2025

Characterization of Polarimetric Properties in Various Brain Tumor Types Using Wide-Field Imaging Mueller Polarimetry.

Characterization of Polarimetric Properties in Various Brain Tumor Types Using Wide-Field Imaging Mueller Polarimetry.

Journal: IEEE transactions on medical imaging

Published: June 12, 2024

Time-efficient filtering of imaging polarimetric data by checking physical realizability of experimental mueller matrices.

Time-efficient filtering of imaging polarimetric data by checking physical realizability of experimental mueller matrices.

Journal: Bioinformatics (Oxford, England)

Published: March 02, 2024

Is a complete Mueller matrix necessary in biomedical imaging?

Is a complete Mueller matrix necessary in biomedical imaging?

Journal: Optics letters

Published: May 23, 2023

Robustness of the wide-field imaging Mueller polarimetry for brain tissue differentiation and white matter fiber tract identification in a surgery-like environment: an ex vivo study.

Robustness of the wide-field imaging Mueller polarimetry for brain tissue differentiation and white matter fiber tract identification in a surgery-like environment: an ex vivo study.

Journal: Biomedical optics express

Published: February 09, 2023

Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed?

Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed?

Journal: Neurophotonics

Published: January 19, 2023

Showing 1-12 of 35

Last Updated: 09/26/2026