Leveraging Global Diagnosis For Tumor Localization In Dynamic Cell Imaging Of Breast Cancer Tissue Towards Fast Biopsying
Published in International Symposium on Biomedical Imaging (ISBI), 2021
Recommended citation: D. Mandache, E. B. à. l. Guillaume, M. . -C. Mathieu, J. . -C. Olivo-Marin and V. Meas-Yedid, "Leveraging Global Diagnosis For Tumor Localization In Dynamic Cell Imaging Of Breast Cancer Tissue Towards Fast Biopsying," 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, pp. 320-323. https://doi.org/10.1109/ISBI48211.2021.9434110
We propose a method to fully exploit the dynamic signal produced by a recently developed non-invasive imaging modality: Dynamic Cell Imaging based on Full Field Optical Coherence Tomography, towards fast extemporaneous tissue assessment. The non-negative matrix factorisation method is used in an interpretable and quantifiable fashion to extract the signals coming from different structures of breast tissue in order to characterize cancerous tissue. Download paper here