Pierre Brousset

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Histological Images

Segmentation Algorithm

Minimum Spanning Trees

Top Venues

Comput. Biol. Medicine

Publications

Camille Franchet, Robin Schwob, Guillaume Bataillon, Charlotte Syrykh, Sarah Péricart, François-Xavier Frenois, Frédérique Penault-Llorca, Magali Lacroix-Triki, Laurent Arnould, Jérôme Lemonnier, Jean-Marc Alliot, Thomas Filleron, Pierre Brousset
Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images. Comput. Biol. Medicine 171 (2024)
Ismat Ara Reshma, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Camille Franchet, Margot Gaspard, Pierre Brousset, Radu Tudor Ionescu
A Study on the Impact of Class Distribution on Deep Learning - The Case of Histological Images and Cancer Detection - Extended Abstract. CIRCLE (2022)
Ismat Ara Reshma, Camille Franchet, Margot Gaspard, Radu Tudor Ionescu, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Pierre Brousset
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training - The Case of Cancer Detection. J. Digit. Imaging 35 (5) (2022)
Charlotte Syrykh, Arnaud Abreu, Nadia Amara, Aurore Siegfried, Véronique Maisongrosse, François X. Frenois, Laurent Martin, Cédric Rossi, Camille Laurent, Pierre Brousset
Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning. npj Digit. Medicine 3 (2020)
Frédéric Escudié, Charles Van Goethem, David Grand, Julie Vendrell, Anna Vigier, Pierre Brousset, Solène M. Evrard, Jérôme Solassol, Janick Selves
MIAmS: microsatellite instability detection on NGS amplicons data. Bioinform. 36 (6) (2020)
Arnaud Abreu, Camille Franchet, François-Xavier Frenois, Pierre Brousset, Jean-Philippe Girard, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Ensemble Of Neural Networks For High Endothelial Venules Detection In Meca-79 Immunohistochemistry Images. ISBI (2019)
Sonia Mejbri, Camille Franchet, Ismat Ara Reshma, Josiane Mothe, Pierre Brousset, Emmanuel Faure
Deep Analysis of CNN Settings for New Cancer Whole-slide Histological Images Segmentation: The Case of Small Training Sets. BIOIMAGING (2019)
Arnaud Abreu, François-Xavier Frenois, S. Valitutti, Pierre Brousset, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Model-based graph segmentation in 2-D fluorescence microsecopy images. ICPR (2018)
Arnaud Abreu, François-Xavier Frenois, S. Valitutti, Pierre Brousset, Patrice Denéfle, Benoît Naegel, Cédric Wemmert
Optimal cut in minimum spanning trees for 3-D cell nuclei segmentation. ISPA (2017)