305 results on '"Rekik, Islem"'
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2. FLAT-Net: Longitudinal Brain Graph Evolution Prediction from a Few Training Representative Templates
3. Template-Based Inter-modality Super-Resolution of Brain Connectivity
4. A Few-Shot Learning Graph Multi-trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint
5. Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine
6. StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis
7. Inter-domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning
8. Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory
9. Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation
10. Adversarial Brain Multiplex Prediction from a Single Network for High-Order Connectional Gender-Specific Brain Mapping
11. Context-Aware Synergetic Multiplex Network for Multi-organ Segmentation of Cervical Cancer MRI
12. Deep EvoGraphNet Architecture for Time-Dependent Brain Graph Data Synthesis from a Single Timepoint
13. Foreseeing Brain Graph Evolution over Time Using Deep Adversarial Network Normalizer
14. Multi-view Brain HyperConnectome AutoEncoder for Brain State Classification
15. A Federated Multigraph Integration Approach for Connectional Brain Template Learning
16. Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity Templates
17. Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping
18. Adversarial Connectome Embedding for Mild Cognitive Impairment Identification Using Cortical Morphological Networks
19. Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia States
20. 7 Years of Developing Seed Techniques for Alzheimer’s Disease Diagnosis Using Brain Image and Connectivity Data Largely Bypassed Prediction for Prognosis
21. Progressive Infant Brain Connectivity Evolution Prediction from Neonatal MRI Using Bidirectionally Supervised Sample Selection
22. Hierarchical Adversarial Connectomic Domain Alignment for Target Brain Graph Prediction and Classification from a Source Graph
23. Predicting High-Resolution Brain Networks Using Hierarchically Embedded and Aligned Multi-resolution Neighborhoods
24. Clustering-Based Deep Brain MultiGraph Integrator Network for Learning Connectional Brain Templates
25. Multi-scale Profiling of Brain Multigraphs by Eigen-Based Cross-diffusion and Heat Tracing for Brain State Profiling
26. GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes
27. Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph
28. A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy
29. Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates
30. Supervised Multi-topology Network Cross-Diffusion for Population-Driven Brain Network Atlas Estimation
31. Intact Connectional Morphometricity Learning Using Multi-view Morphological Brain Networks with Application to Autism Spectrum Disorder
32. Data-Specific Feature Selection Method Identification for Most Reproducible Connectomic Feature Discovery Fingerprinting Brain States
33. Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning
34. XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference
35. Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes
36. Correction to: Machine Learning in Medical Imaging
37. Symmetric Dual Adversarial Connectomic Domain Alignment for Predicting Isomorphic Brain Graph from a Baseline Graph
38. Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal Brain Network Evolution from a Single Observation
39. Malignant Brain Tumor Classification Using the Random Forest Method
40. Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding
41. Do Baby Brain Cortices that Look Alike at Birth Grow Alike During the First Year of Postnatal Development?
42. Joint Prediction and Classification of Brain Image Evolution Trajectories from Baseline Brain Image with Application to Early Dementia
43. Joint Correlational and Discriminative Ensemble Classifier Learning for Dementia Stratification Using Shallow Brain Multiplexes
44. Dynamic Multi-scale CNN Forest Learning for Automatic Cervical Cancer Segmentation
45. StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis
46. One Representative-Shot Learning Using a Population-Driven Template with Application to Brain Connectivity Classification and Evolution Prediction
47. Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity Templates
48. A Federated Multigraph Integration Approach for Connectional Brain Template Learning
49. Template-Based Inter-modality Super-Resolution of Brain Connectivity
50. Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine
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