TUMORAL AWARE DEEP LEARNING ALGORITHM FOR AUTOMATIC KI67 SCORING

Autor: Capucine Bertrand, Solène Chan Lang, Stéphanie S. Petit, Irène Villa, Rutger Fick, Saima Ben Hadj

Publikováno v: Journal of Pathology Informatics, Vol 13, Iss , Pp 100050- (2022)

Externí odkaz: https://doaj.org/article/9bfbae955e6b431bac5f0b5bd4f848f9

Mitosis domain generalization in histopathology images - The MIDOG challenge

Autor: Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram, Robert Klopfleisch, Natalie ter Hoeve, Francesco Ciompi, Frauke Wilm, Christian Marzahl, Taryn A. Donovan, Andreas Maier, Jack Breen, Nishant Ravikumar, Youjin Chung, Jinah Park, Ramin Nateghi, Fattaneh Pourakpour, Rutger H.J. Fick, Saima Ben Hadj, Mostafa Jahanifar, Adam Shephard, Jakob Dexl, Thomas Wittenberg, Satoshi Kondo, Maxime W. Lafarge, Viktor H. Koelzer, Jingtang Liang, Yubo Wang, Xi Long, Jingxin Liu, Salar Razavi, April Khademi, Sen Yang, Xiyue Wang, Ramona Erber, Andrea Klang, Karoline Lipnik, Pompei Bolfa, Michael J. Dark, Gabriel Wasinger, Mitko Veta, Katharina Breininger

Publikováno v: Medical Image Analysis, 84

The density of mitotic figures within tumor tissue is known to be highly correlated with tumor proliferation and thus is an important marker in tumor grading. Recognition of mitotic figures by pathologists is known to be subject to a strong inter-rat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d74f611d319f60bd14513ac3ada12a9
https://doi.org/10.1016/j.media.2022.102699

A Partial Label-Based Machine Learning Approach For Cervical Whole-Slide Image Classification: The Winning TissueNet Solution

Autor: Rutger H J, Fick, Brice, Tayart, Capucine, Bertrand, Solene Chan, Lang, Tina, Rey, Francesco, Ciompi, Cyprien, Tilmant, Isabelle, Farre, Saima Ben, Hadj

Publikováno v: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Cervical cancer is the fourth most common cancer in women worldwide. To determine early treatment for patients, it is critical to accurately classify the cervical intraepithelial lesion status based on a microscopic biopsy. Lesion classification is a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::76223253cafec522da412bb55764de88
https://doi.org/10.1109/embc46164.2021.9631009

Space Variant Blind Image Restoration

Autor: Laure Blanc-Féraud, Saima Ben Hadj, Gilles Aubert

Publikováno v: SIAM Journal on Imaging Sciences
SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2014, 7, pp.2196-2225. ⟨10.1137/130945776⟩
SIAM Journal on Imaging Sciences, 2014, 7, pp.2196-2225. ⟨10.1137/130945776⟩

International audience; We are interested in blind restoration of optical space variant blurred Poissonian images. For exam-ple, blur variation is due to refractive index mismatch in three-dimensional fluorescence microscopy or due to atmospheric tur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b73e2be8ef40b3ee5a49110c98680c9
https://doi.org/10.1137/130945776

Blind restoration of confocal microscopy images in presence of a depth-variant blur and Poisson noise

Autor: Gilles Aubert, Gilbert Engler, Saima Ben Hadj, Laure Blanc-Féraud

Publikováno v: ICASSP-International Conference on Acoustics, Speech and Signal Processing
ICASSP-International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada
ICASSP

International audience; We are interested in blind image restoration in confocal laser scanning microscopy (CLSM). Two challenging problems in this imaging system are considered: First, spherical aberrations due to refractive index mismatch leads to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::117dccac0b85f04977f3fba499bdf403
https://hal.inria.fr/hal-00920192