Publications
Research Output
27 results
Gestational stage prediction from cervical tissue analysis using imaging Mueller polarimetry data↗
Chae, S., Ajmal, A., Pei, J., Sanchez, A., Boonya-ananta, T., Rodriguez, A., Novikova, T., & Ramella-Roman, J. C.
arXiv preprint arXiv:2602.24139
DOI: 10.48550/arXiv.2602.24139Microscopy image segmentation using a fine-tuned machine learning model with limited training dataset↗
Chae, S., Giammattei, D., Ajmal, A., Pei, J., Sanchez, A., Boonya-ananta, T., Rodriguez, A., Novikova, T., & Ramella-Roman, J.
Journal of Microscopy
DOI: 10.1111/jmi.70162Retardance and depolarization of brain white matter for intraoperative delineation of brain tumors: experiments and simulations↗
Wang, M., Chae, S., Lukinsonė, V., Lucas, T., Rodríguez-Núñez, O., Gros, É., Hahne, C., Hewer, E., Maragkou, T., McKinley, R., Schucht, P., & Novikova, T.
Biomedical Optics Express, 16(12), 5261–5278
DOI: 10.1364/BOE.577075Machine learning approach to 3×4 Mueller polarimetry for complete reconstruction of diagnostic polarimetric images of biological tissues↗
Chae, S., Huang, T., Rodríguez-Núñez, O., Lucas, T., Vanel, J. C., Vizet, J., et al., & Novikova, T.
IEEE Transactions on Medical Imaging, 44(9), 3820–3831
DOI: 10.1109/TMI.2025.3567570Physical realizability classification of incomplete Mueller matrices: toward real-time polarimetric imaging· Accepted
Chae, S., Wang, M., Albano, G., Lucas, T., Rodríguez-Núñez, O., Gros, É., Hahne, C., Schucht, P., Maragkou, T., McKinley, R., & Novikova, T.
Biomedical Optics Express
Polarization-Sensitive Microscopy· Submitted
Novikova, T., Rodríguez-Núñez, O., Lucas, T., Chae, S.
Optical Techniques in Clinical Applications, Progress in Optical Science and Photonics, Springer Nature
Physics-Informed Machine Learning System and Method for Real-Time Extraction of Polarimetric Parameters from Complete and Partial Mueller Matrices
Novikova, T., Chae, S., & Chae, H.
EU Patent Application FR2604664
Fibrillar collagen organization mapping from imaging Mueller polarimetry data using SHG-guided machine learning↗· SPIE Photonics Europe Best Student Paper Presentation Award
Chae, S., Ajmal, A., Pei, J., Novikova, T., & Ramella-Roman, J. C.
Tissue Optics and Photonics IV, Proc. SPIE 14098, 140981G, Strasbourg, France
DOI: 10.1117/12.3097994Gestational stage prediction from cervical tissue analysis using imaging Mueller polarimetry data↗
Chae, S., Rodriguez, A. J., Boonya-Ananta, T., Ajmal, A., Pei, J., Sanchez, A. N., Novikova, T., & Ramella-Roman, J. C.
Tissue Optics and Photonics IV, Proc. SPIE 14098, 140981D
DOI: 10.1117/12.3098569Interactive interface for automated adjustment and calibration of wide-field Mueller polarimeter for real-time imaging of biological tissues↗
Lucas, T., Rodríguez-Núñez, O., Iqbal, A., Chae, S., Gros, É., Hahne, C., Maragkou, T., McKinley, R., Schucht, P., & Novikova, T.
Biomedical Spectroscopy, Microscopy, and Imaging IV
DOI: 10.1117/12.3099544Fast partial 3×4 Mueller polarimetry for real-time diagnostic imaging of tissue↗
Novikova, T., Chae, S., Lucas, T., & Ramella-Roman, J. C.
Biomedical Spectroscopy, Microscopy, and Imaging IV
DOI: 10.1117/12.3114344Wide-field imaging Mueller polarimetry: a new perspective on intra-operative brain tumor visualization
Novikova, T., Chae, S., Lucas, T., Rodríguez-Núñez, O., Gros, É., Maragkou, T., McKinley, R., & Schucht, P.
Optica Biophotonics Congress 2026 – Optics and the Brain
Enabling high-throughput polarimetric brain imaging via fast learned denoising on embedded GPUs
Albano, G., Rodríguez-Núñez, O., Gros, É., Chae, S., Schucht, P., et al.
High-Throughput Biophotonics: Imaging, Spectroscopy, and Beyond XI
Feasibility study for end-to-end in vivo tissue classification during neurosurgery using wide-field imaging Mueller polarimetry↗
Rodríguez-Núñez, O., Gros, É., Lucas, T., Chae, S., Hahne, C., Hasler, D., Maragkou, T., McKinley, R., Novikova, T., & Schucht, P.
Multimodal Biomedical Imaging XXI
DOI: 10.1117/12.3080587Evaluation of human cervical structure using a portable polarized imaging system↗
Sanchez, A., Boonya-Ananta, T., Chae, S., Rodriguez, A., Pei, J., Ajmal, A., DeHoog, E., & Ramella-Roman, J. C.
Harnessing Light-Based Technologies for Reproductive, Maternal, and Neonatal Health: From Fundamental Discovery to Translation
DOI: 10.1117/12.3080063Ex vivo validation of wide-field imaging Mueller polarimetry for real-time neurosurgical brain tissue differentiation↗
Rodríguez-Núñez, O., Lucas, T., Gros, É., Baier, D., Chae, S., Hahne, C., Hasler, D., Maragkou, T., McKinley, R., Schucht, P., & Novikova, T.
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2026
DOI: 10.1117/12.3080648Discriminating brain tumors from fiber-crossing zones in linear retardance images of brain tissue via depolarization contrast↗
Wang, M., Chae, S., Lucas, T., Rodríguez-Núñez, O., Gros, É., Hahne, C., Maragkou, T., McKinley, R., Schucht, P., & Novikova, T.
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2026, Proc. SPIE
DOI: 10.1117/12.3078657Robust calibration of a dual-camera polarimetric system for near-real-time tissue imaging
Lucas, T., Chae, S., Rodríguez-Núñez, O., Gros, É., Moriconi, S., McKinley, R., et al.
Photonic Instrumentation Engineering XIII
Correction of polarimetric artifacts caused by a plastic cover in an imaging Mueller polarimeter operating in reflection mode↗
Diamant, A., Lucas, T., Rodríguez-Núñez, O., Chae, S., Gros, É., Hahne, C., Maragkou, T., McKinley, R., Schucht, P., & Novikova, T.
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2026, Proc. SPIE
DOI: 10.1117/12.3079639Physical realizability test for partial 3×4 Mueller matrix using supervised learning algorithms↗
Chae, S., Wang, M., Lucas, T., Rodríguez-Núñez, O., et al., & Novikova, T.
SPIE Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 13322, San Francisco, CA
DOI: 10.1117/12.3075258Machine learning approach to 3×4 Mueller polarimetry for complete reconstruction of diagnostic polarimetric images of biological tissues↗
Chae, S., Huang, T., Rodríguez-Núñez, O., Lucas, T., et al., & Novikova, T.
SPIE Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 13322, 133220A, San Francisco, CA
DOI: 10.1117/12.3042830Machine learning integration across the intraoperative polarimetric imaging pipeline for brain tumour resection· FRM Young Researcher Award
Chae, S., et al.
Nature Conferences: Redefining Healthcare in the Age of AI, Sorbonne, Paris
Strategies for correcting plastic cover-induced artifacts in Mueller polarimetric imaging during neurosurgery· Conference presentation 13854-56
Diamant, A., Rodríguez-Núñez, O., Chae, S., et al.
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2026, presentation 13854-56
Physics-informed and ML-based filtering for partial Mueller matrices in biomedical polarimetry↗
Chae, S., & Novikova, T.
Journées Imagerie Optique Non Conventionnelle – 21e édition, Paris
Fast Mueller matrix decomposition using physics-informed algorithms for intraoperative neurosurgery↗
Chae, S., Chae, H., Lucas, T., Rodríguez-Núñez, O., et al., & Novikova, T.
Northeast Symposium on Biomedical Optics (NESBO), MIT, Cambridge, MA
Mueller matrix decomposition using physics-informed algorithms↗· Optica Best Student Poster Award
Chae, S., Chae, H., Lucas, T., Rodríguez-Núñez, O., et al., & Novikova, T.
4th International Workshop on BioPhotonics and Optical Angular Momentum, Palaiseau, France
Monte Carlo modelling of polarimetric images of white matter of brain tissue for neurosurgery↗
Wang, M., Chae, S., Lukinsonė, V., Lucas, T., et al., & Novikova, T.
Journées Imagerie Optique Non Conventionnelle – 20e édition, Paris