Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data
Synthesis From a Single Timepoint

Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint

28 September 2020

Uğur Ali Kaplan

Papers citing "Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint"

9 / 9 papers shown

Title
Predicting Infant Brain Connectivity with Federated Multi-Trajectory GNNs using Scarce Data Michalis Pistos Gang Li Weili Lin Dinggang Shen I. Rekik 23 0 0 01 Jan 2024
Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory Alpay Tekin Ahmed Nebli I. Rekik 6 4 0 06 Oct 2021
One Representative-Shot Learning Using a Population-Driven Template with Application to Brain Connectivity Classification and Evolution Prediction Umut Guvercin Mohammed Amine Gharsallaoui I. Rekik 34 6 0 06 Oct 2021
A Few-shot Learning Graph Multi-Trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint Alaa Bessadok Ahmed Nebli Mohamed Ali Mahjoub Gang Li Weili Lin Dinggang Shen I. Rekik 33 3 0 06 Oct 2021
A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline Timepoint Seymanur Akti Dogay Kamar Ö. A. Özlü Ihsan Soydemir Muhammet Akcan Abdullah Kul I. Rekik 27 7 0 16 Sep 2021
Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping Islem Mhiri Ahmed Nebli Mohamed Ali Mahjoub I. Rekik 16 10 0 30 Jun 2021
Graph Neural Networks in Network Neuroscience Alaa Bessadok Mohamed Ali Mahjoub I. Rekik GNN 32 169 0 07 Jun 2021
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network Alaa Bessadok Mohamed Ali Mahjoub I. Rekik MedIm AI4CE 18 16 0 06 May 2021
MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations I. Rekik Mustafa Burak Gurbuz 26 23 0 04 Apr 2021