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Rekik, Islem

  1. Graph Neural Networks in Network Neuroscience
    2021/06/07 by Bessadok, Alaa, Mahjoub, Mohamed Ali, Rekik, Islem · 18 citations
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  2. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
    2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 21 citations
    Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
  3. Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
    2023/10/28 by Bobby Azad, Azad, Bobby, Reza Azad +11 · 18 citations
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  4. Transformers in Medical Image Analysis: A Review
    2022/02/24 by He, Kelei, Gan, Chen, Li, Zhuoyuan +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity
    2021/05/02 by Megi Isallari, Islem Rekik, Isallari, Megi +1 · 3 citations
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications #Advanced MRI Techniques and Applications
  6. Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network
    2021/05/06 by Bessadok, Alaa, Mahjoub, Mohamed Ali, Rekik, Islem · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic\n Brain Mapping
    2021/06/30 by Islem Mhiri, Mhiri, Islem, Ahmed Nebli +5 · 3 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Brain Tumor Detection and Classification
  8. Comparative Survey of Multigraph Integration Methods for Holistic Brain Connectivity Mapping
    2022/04/05 by Nada Chaari, Hatice Camgöz Akdağ, Chaari, Nada +3 · 2 citations
    Environmental Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Mental Health Research Topics #Neurons and Cognition (q-bio.NC)
  9. Image Evolution Trajectory Prediction and Classification from Baseline using Learning-based Patch Atlas Selection for Early Diagnosis
    2019/07/13 by Can Gafuroğlu, Islem Rekik, Gafuroglu, Can +1 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Medical Image Segmentation Techniques #electronic engineering #information engineering
  10. Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-Learning
    2022/09/14 by Imen Jegham, Jegham, Imen, Islem Rekik +1 · 1 citation
    Neuroscience · Medicine · #Functional Brain Connectivity Studies #Autism Spectrum Disorder Research #Neonatal and fetal brain pathology
  11. Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data\n Synthesis From a Single Timepoint
    2020/09/28 by Ahmed Nebli, Uğur Ali Kaplan, Nebli, Ahmed +3 · 1 citation
    Neuroscience · Environmental Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Health, Environment, Cognitive Aging
  12. Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and Augmentation
    2022/09/13 by Ece Çınar, Cinar, Ece, Sinem Elif Haseki +5 · 1 citation
    Environmental Science · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  13. GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes
    2020/09/23 by Isallari, Megi, Rekik, Islem · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification
    2022/12/14 by Özgür, Oben, Rekik, Arwa, Rekik, Islem · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)