Visualization for Histopathology Images using Graph Convolutional Neural
Networks

Visualization for Histopathology Images using Graph Convolutional Neural Networks

16 June 2020

Abhijeet Patil

Papers citing "Visualization for Histopathology Images using Graph Convolutional Neural Networks"

16 / 16 papers shown

Title
Weakly Supervised Learning on Large Graphs Aditya Prakash GNN 38 0 0 02 Jan 2025
Deep Learning for Whole Slide Image Analysis: An Overview Dennis Núñez Ognjen Arandjelović Peter D Caie MedIm 45 267 0 18 Oct 2019
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images Yanning Zhou S. Graham Navid Alemi Koohbanani Muhammad Shaban Pheng-Ann Heng Nasir M. Rajpoot MedIm 50 173 0 03 Sep 2019
Histographs: Graphs in Histopathology Shrey Gadiya Deepak Anand A. Sethi GNN 25 70 0 14 Aug 2019
Some New Layer Architectures for Graph CNN Shrey Gadiya Deepak Anand A. Sethi GNN 19 5 0 31 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 120 563 0 13 Aug 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 107 1,779 0 13 Feb 2018
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 56 2,691 0 14 Nov 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 304 15,066 0 07 Jun 2017
Robust Spatial Filtering with Graph Convolutional Neural Networks F. Such Shagan Sah Miguel Domínguez Suhas Pillai Chao Zhang A. Michael N. Cahill R. Ptucha GNN 48 140 0 02 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 172 19,796 0 07 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 359 28,795 0 09 Sep 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 865 76,547 0 18 May 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 243 10,034 0 10 Feb 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 129 4,653 0 21 Dec 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 163 15,825 0 12 Nov 2013