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BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images


Nov 08, 2021
Nadia Brancati, Anna Maria Anniciello, Pushpak Pati, Daniel Riccio, Giosuè Scognamiglio, Guillaume Jaume, Giuseppe De Pietro, Maurizio Di Bonito, Antonio Foncubierta, Gerardo Botti, Maria Gabrani, Florinda Feroce, Maria Frucci

* 10 pages, 3 figures, 8 tables, 30 references 

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Hierarchical Graph Representations in Digital Pathology


Mar 17, 2021
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani


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Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology


Feb 22, 2021
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani


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Quantifying Explainers of Graph Neural Networks in Computational Pathology


Nov 25, 2020
Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-RodrĂ­guez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel


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HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification


Jul 01, 2020
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Do Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani


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Towards Explainable Graph Representations in Digital Pathology


Jul 01, 2020
Guillaume Jaume, Pushpak Pati, Antonio Foncubierta-Rodriguez, Florinda Feroce, Giosue Scognamiglio, Anna Maria Anniciello, Jean-Philippe Thiran, Orcun Goksel, Maria Gabrani

* ICML'20 workshop on Computational Biology 

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