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Picture for Giuseppe De Pietro

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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Gigapixel Histopathological Image Analysis using Attention-based Neural Networks


Jan 30, 2021
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci

* The manuscript was submitted to a peer-review journal on January 27th 

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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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