Multi-modal learning for predicting the genotype of glioma

Multi-modal learning for predicting the genotype of glioma

21 March 2022

Lei Zhu

Carola-Bibiane Schönlieb

Papers citing "Multi-modal learning for predicting the genotype of glioma"

13 / 13 papers shown

Title
Collaborative learning of images and geometrics for predicting isocitrate dehydrogenase status of glioma Yiran Wei Chao Li Xi Chen Carola-Bibiane Schönlieb S. Price 44 10 0 14 Jan 2022
Predicting isocitrate dehydrogenase mutation status in glioma using structural brain networks and graph neural networks Yiran Wei Yonghao Li Xi Chen Carola-Bibiane Schönlieb Chao Li S. Price 40 3 0 04 Sep 2021
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 122 758 0 02 Oct 2020
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 137 1,319 0 10 Mar 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 220 4,336 0 06 Mar 2019
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks Xuan Gu H. Knutsson Markus Nilsson Anders Eklund DiffM MedIm 34 29 0 05 Oct 2018
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 59 532 0 05 Jun 2018
Stacked Cross Attention for Image-Text Matching Kuang-Huei Lee Xi Chen G. Hua Houdong Hu Xiaodong He 74 1,151 0 21 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 468 20,124 0 30 Oct 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 343 11,105 0 07 Jun 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 294 20,003 0 07 Oct 2016
An overview of gradient descent optimization algorithms Sebastian Ruder ODL 204 6,184 0 15 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 614 29,032 0 09 Sep 2016