Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020

28 December 2020

Mustafa Burak Gurbuz

I. Rekik

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Papers citing "Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates"

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CogGNN: Cognitive Graph Neural Networks in Generative Connectomics

13 Sep 2025

Multi-Sensory Cognitive Computing for Learning Population-level Brain ConnectivityInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025

Mayssa Soussia

Mohamed Ali Mahjoub

I. Rekik

117

15 Aug 2025

Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios

Geng Chen

Qingyue Wang

I. Rekik

227

14 Mar 2024

Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification

257

14 Dec 2022

Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation

154

13 Sep 2022

Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot Classification

Furkan Pala

I. Rekik

238

13 Sep 2022

Federated Graph Machine Learning: A Survey of Concepts, Techniques, and ApplicationsSIGKDD Explorations (SIGKDD Explor.), 2022

381

24 Jul 2022

Comparative Survey of Multigraph Integration Methods for Holistic Brain Connectivity Mapping

Nada Chaari

H. Camgöz-Akdag

I. Rekik

203

05 Apr 2022

Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications

Nassir Navab

228

01 Apr 2022

Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity Templates

Oytun Demirbilek

I. Rekik

181

06 Oct 2021

Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory

Alpay Tekin

Ahmed Nebli

I. Rekik

135

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

278

06 Oct 2021

Graph Neural Networks in Network NeuroscienceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

336

274

07 Jun 2021

Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network

190

06 May 2021

MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations

I. Rekik

Mustafa Burak Gurbuz

251

04 Apr 2021