Lymph Node Graph Neural Networks for Cancer Metastasis Prediction

3 June 2021

Papers citing "Lymph Node Graph Neural Networks for Cancer Metastasis Prediction"

13 / 13 papers shown

Title
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data M. Kazmierski M. Welch Sejin Kim Chris McIntosh Princess Margaret Head ... M. Milosevic Fei-Fei Liu A. Hope S. Bratman B. Haibe-Kains 65 5 0 28 Jan 2021
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network Chun-Hung Chao Zhuotun Zhu Dazhou Guo K. Yan T. Ho ... Jing Xiao Alan Yuille Min Sun Le Lu D. Jin 69 28 0 29 Aug 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 513 953 0 02 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 550 42,639 0 03 Dec 2019
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use S. Tonekaboni Shalmali Joshi M. Mccradden Anna Goldenberg 76 396 0 13 May 2019
On Graph Classification Networks, Datasets and Baselines Enxhell Luzhnica Ben Day Pietro Lio GNN 61 19 0 12 May 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 244 4,368 0 06 Mar 2019
Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework Stephane Fotso 385 124 0 17 Jan 2018
Residual Gated Graph ConvNets Xavier Bresson T. Laurent GNN 124 486 0 20 Nov 2017
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer M. Vallières Emily Kay-Rivest Léo Jean Perrin X. Liem C. Furstoss ... P. Nguyen-Tan Chang-Shu Wang K. Sultanem Jan Seuntjens I. E. El Naqa 38 446 0 24 Mar 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 193 6,024 0 04 Mar 2017
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014