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I

Islem Rekik

imperial college london

32H-index
274Paper Count
3.9KCitation Count
Published Papers 58
Publication Date
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DeltaGNN: Graph Neural Network With Information Flow Control
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-08-18
err0
PREAI
errKevin Mancini; Islem Rekik
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UA-TFCAM: An uncertainty-aware tensor fusion co-attention model for multimodal brain-eye cognitive assessment
errKnowledge-Based Systems
IF7.6
err2026-07-01
err0
PREAI
errWang, Shaochang; Duan, Dingna; Jung, Tzyy-Ping; Rekik, Islem; Cui, Suhan; Wan, Xianglong; Xie, Xueguang; Liu, Tiange; Yu, Hao; Li, Danyang; Song, Haiqing; Wang, Jing; Wen, Dong
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HyperCOCO: Multi-sensory Hyper COgnitive COmputing for learning population level brain connectivity
errMedical Image Analysis
IF11.8
err2026-06-20
err0
errOAAI
errMayssa Soussia; Mohamed Ali Mahjoub; Islem Rekik
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errSave
Multi-sensory Cognitive Computing for Learning Population-Level Brain Connectivity
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XII
IF0
err2026-01-01
err0
PREAI
errSoussia, Mayssa; Mahjoub, Mohamed Ali; Rekik, Islem
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errSave
NEURAL: Attention-Guided Pruning for Unified Multimodal Resource-Constrained Clinical Evaluation
errCLINICAL IMAGE-BASED PROCEDURES, CLIP 2025
IF0
err2026-01-01
err0
PREAI
errJoshi, Devvrat; Rekik, Islem
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errSave
GNN-Based Unified Deep Learning
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errPala, Furkan; Rekik, Islem
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errSave
X-Node: Self-explanation is All We Need
errRECONSTRUCTION AND IMAGING MOTION ESTIMATION, AND GRAPHS IN BIOMEDICAL IMAGE ANALYSIS, RIME 2025, GRAIL 2025
IF0
err2026-01-01
err0
PREAI
errSengupta, Prajit; Rekik, Islem
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errSave
CogGNN: Cognitive Graph Neural Networks in Generative Connectomics
errDEEP GENERATIVE MODELS, DGM4MICCAI 2025
IF0
err2026-01-01
err0
PREAI
errSoussia, Mayssa; Lin, Yijun; Mahjoub, Mohamed Ali; Rekik, Islem
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errSave
GraphTreeGen: Subtree-Centric Approach to Efficient and Supervised Graph Generation
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errLuo, Yitong; Rekik, Islem
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errSave
Metadata-Driven Federated Learning of Connectional Brain Templates in Non-IID Multi-Domain Scenarios
errIEEE Transactions on Medical Imaging
IF9.8
err2025-11-10
err0
PREAI
errGeng Chen; Qingyue Wang; Yuan Feng; Islem Rekik
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errSave
Replica tree-based federated learning using limited data
errNEURAL NETWORKS
IF6.3
err2025-06-01
err0
errOAAI
errGhilea, Ramona; Rekik, Islem
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errSave
Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-05-01
err0
errOAAI
errPistos, Michalis; Li, Gang; Lin, Weili; Shen, Dinggang; Rekik, Islem
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errSave
Editorial Special Issue on Explainable and Generalizable Deep Learning for Medical Imaging
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-06-01
err0
PREAI
errLiu, Tianming; Zhu, Dajiang; Wang, Fei; Rekik, Islem; Hu, Xia; Shen, Dinggang
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errSave
FALCON: Feature-Label Constrained Graph Net Collapse for Memory-Efficient GNNs
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
PREAI
errAdnel, Christopher; Rekik, Islem
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errSave
Deep learning brain connectivity augmentation for differentiating Alzheimer's disease from mild cognitive impairment using limited data
errJOURNAL OF THE NEUROLOGICAL SCIENCES
IF3.2
err2023-12-01
err0
PREAI
errOzgur, Oben; Rekik, Arwa; Rekik, Islem
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Graph neural network based unsupervised influential sample selection for brain multigraph population fusion
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2023-09-01
err3
errOAAI
errKurucu, Mert Can; Rekik, Islem
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errSave
Federated Brain Graph Evolution Prediction Using Decentralized Connectivity Datasets With Temporally-Varying Acquisitions
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2023-07-01
err6
PREAI
errGurler, Zeynep; Rekik, Islem
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errSave
Comparative survey of multigraph integration methods for holistic brain connectivity mapping
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-04-01
err8
errOAAI
errChaari, Nada; Akdag, Hatice Camgoez; Rekik, Islem
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errSave
Transformers in medical image analysis
errINTELLIGENT MEDICINE
IF6.9
err2023-02-01
err175
errOAAI
errHe, Kelei; Gan, Chen; Li, Zhuoyuan; Rekik, Islem; Yin, Zihao; Ji, Wen; Gao, Yang; Wang, Qian; Zhang, Junfeng; Shen, Dinggang
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errSave
Predicting the evolution trajectory of population-driven connectional brain templates using recurrent multigraph neural networks
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-01-01
err2
errOAAI
errDemirbilek, Oytun; Rekik, Islem
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Research Directions

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Co-authors
Cooperation Journals
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Joanna M. Wardlaw
H-index: 148 · Papers: 1.6K
D
Dinggang Shen
H-index: 143 · Papers: 2.1K
S
Sébastien Ourselin
H-index: 119 · Papers: 1.8K
N
Neil Marlow
H-index: 98 · Papers: 792
W
Weili Lin
H-index: 90 · Papers: 919
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