Alaa Bessadok

According to our database, Alaa Bessadok authored at least 11 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Graph Neural Networks in Network Neuroscience.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

2022

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

Ece Cinar, Sinem Elif Haseki, Alaa Bessadok, Islem Rekik

Proceedings of the Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis, 2022

2021

Brain multigraph prediction using topology-aware adversarial graph neural network.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

Medical Image Anal., 2021

Brain graph synthesis by dual adversarial domain alignment and target graph prediction from a source graph.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

Medical Image Anal., 2021

Inter-domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning.

Basar Demir, Alaa Bessadok, Islem Rekik

Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 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, Islem Rekik

Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

2020

Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation.

Ahmet Serkan Goktas, Alaa Bessadok, Islem Rekik

Proceedings of the Predictive Intelligence in Medicine - Third International Workshop, 2020

Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

Hierarchical Adversarial Connectomic Domain Alignment for Target Brain Graph Prediction and Classification from a Source Graph.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Symmetric Dual Adversarial Connectomic Domain Alignment for Predicting Isomorphic Brain Graph from a Baseline Graph.

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Intact Connectional Morphometricity Learning Using Multi-view Morphological Brain Networks with Application to Autism Spectrum Disorder.

Alaa Bessadok, Islem Rekik

Proceedings of the Connectomics in NeuroImaging - Second International Workshop, 2018