Digital Histopathology with Graph Neural Networks: Concepts and
Explanations for Clinicians

v1v2 (latest)

Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians

4 December 2023

Alessandro Farace di Villaforesta

Lucie Charlotte Magister

Pietro Barbiero

ArXiv (abs)PDF HTML

Papers citing "Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians"

7 / 7 papers shown

Title
Encoding Concepts in Graph Neural Networks Lucie Charlotte Magister Pietro Barbiero Dmitry Kazhdan F. Siciliano Gabriele Ciravegna Fabrizio Silvestri M. Jamnik Pietro Lio 77 21 0 27 Jul 2022
GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks Lucie Charlotte Magister Dmitry Kazhdan Vikash Singh Pietro Lio 84 48 0 25 Jul 2021
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 186 178 0 24 Mar 2020
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 150 1,333 0 10 Mar 2019
Sanity Checks for Saliency Maps Julius Adebayo Justin Gilmer M. Muelly Ian Goodfellow Moritz Hardt Been Kim FAtt AAML XAI 150 1,970 0 08 Oct 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 405 570 0 13 Aug 2018
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 671 29,183 0 09 Sep 2016