BASIRA research publications
48 videos • 4,137 views • by BASIRA Lab
1
Federated Multimodal and Multiresolution Graph Integration | **Oral** | MICCAI DGM4MICCAI 2023
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2
Affordable Graph Neural Network Framework | **Oral Presentation** | MICCAI MILLanD 2023
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3
Replica-Based Federated Learning with Heterogeneous Architectures | **Oral** | MLMI MICCAI 2023
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4
Federated Multi-trajectory GNNs Under Data Limitations | PRIME MICCAI 2023
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5
Federated Multi-Domain GNN Network for Brain Multigraph Generation | PRIME MICCAI 2023
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6
Generative Template-Based Federated Multiview Domain Alignment | **Oral** | PRIME MICCAI 2023
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7
Diffusion-Based Graph Super-Resolution | PRIME MICCAI 2023
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8
The landscape of Population-Driven Connectional Brain Template Learning |Brain Mapping|Nada Chaari|
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9
Graph Regsitration Network (Gurler et al., 2022)
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10
Deep Cross-Modality and Resolution Graph Integration | GRAIL MICCAI 2022
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11
Dual Hierarchical Integration Network of Brain Multigraphs | MICCAI 2022
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12
Investigating the Predictive Reproducibility of Federated Graph Neural Networks | PRIME MICCAI 2022
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13
Predicting Brain Multigraph Population From a Single Graph Template | PRIME MICCAI 2022
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14
Federating GNN models with missing data | PRIME MICCAI 2022
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15
Quantifying the Predictive Uncertainty of GNN models under Domain Shifts | PRIME MICCAI 2022
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16
Meta Regression Graph Neural Network (Meta-RegGNN)| PRIME MICCAI 2022
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17
Recurrent Multigraph Integration and Prediction | Oytun Demirbilek | MICCAI 2021
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18
Recurrent Multigraph Integrator Network | MICCAI 2021
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19
Brain Graph Evolution Prediction from a Few Training Representative Templates | PRIME 2021
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20
Predicting the Multi-trajectory Evolution of the Baby Connectome using Few-Shot Learning
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21
Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine
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22
Template-Based Inter-modality Super-resolution of Brain Connectivity | PRIME 2021
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23
Recurrent Graph Mapper for Predicting Brain Network Dynamics | FAIR MICCAI 2021
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24
Teacher-Student Graph Neural Network for Affordable Medicine | FAIR 2021
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25
Inter- and Intra-modality Brain Connectivity Superresolution using Graph Neural Networks| MLMI 2021
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26
Non-isomorphic Inter-modality Graph Alignment and Synthesis | Mhiri et. IPMI 2021 🌟 Oral 🌟
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27
One Model for All: A Unified Multimodal Classifier | Yalcin et al. 2021
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28
EvoGraphNet for Predicting Brain Graph Evolution (PRIME MICCAI 2020)
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29
Geometric Deep Learning for Integrational Connectomics (Gurbuz et al., MICCAI 2020)
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30
Brain HyperConnectome AutoEncoder For Brain State Classification (Banka et al., PRIME 2020)
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31
Profiling of Brain Multigraphs by Eigen-based Cross-Diffusion (Saglam et al., GRAIL 2020)
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32
Adversarial generation of brain multiplexes for gender fingerprinting (Nebli et al., PRIME 2020)
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33
Foreseeing Brain Development Using Deep Adversarial Network Normalizer (Gurler et al., PRIME 2020)
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34
Predicting the Dynamics of Brain Networks using Residual Graph Embedding (Goktas et al. PRIME 2020)
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35
GSR-Net for Graph Super-Resolution (Isallari et al., MICCAI MLMI 2020)
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36
Supervised Diffusion of Biological Graphs (Mhiri et al., MICCAI 2020)
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37
MultiGraphGAN for Brain Graph Generation in 20mn (Bessadok et al., MICCAI 2020)
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38
MultiGraphGAN for Brain Graph Generation (Bessadok et al., MICCAI 2020)
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39
Synergetic Multiplex Network for Multi-Organ Segmentation (Bnouni et al PRIME MICCAI 2020)
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40
Multi-view Brain Network Normalization and Integration (Dhifallah et al., MedIA 2020)
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41
Can Gafuroğlu's graduation project winning the Young Software Engineer of Scotland #MICCAI2018
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42
FS-Select: How to select the most reproducible feature selection method for your dataset?
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43
Hierarchical Adversarial Domain Alignment for Brain Graph Prediction (Bessadok et al., MICCAI 2019)
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44
Cortical Multiplex Networks Fingerprinting Late Dementia (Mahjoub et al., 2018)
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45
Early Dementia Diagnosis using Convolutional Brain Morphological Multiplexes (Lisowska et al 2018)
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46
Unsupervised Autism Diagnosis using High-order Morphological Brain Networks (Best Paper Award 2018)
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47
Dynamic Multi-Scale CNN Forest Learning for Segmentation (Bnouni et al. MLMI MICCAI 2018)
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48
Intact Connectional Morphometricity Learning (Bessadok et al. MICCAI CNI 2018, Granada)
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