Showing 1–20 of 62 results
/ Date/ Name
Aug 6, 2018A Review on Image- and Network-based Brain Data Analysis Techniques for Alzheimer's Disease Diagnosis Reveals a Gap in Developing Predictive Methods for PrognosisOct 6, 2021Recurrent Multigraph Integrator Network for Predicting the Evolution of Population-Driven Brain Connectivity TemplatesSep 16, 2021A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline TimepointDec 28, 2023Replica Tree-based Federated Learning using Limited DataSep 13, 2025CogGNN: Cognitive Graph Neural Networks in Generative ConnectomicsAug 30, 2020Deep Hypergraph U-Net for Brain Graph Embedding and ClassificationSep 23, 2020Supervised Multi-topology Network Cross-diffusion for Population-driven Brain Network Atlas EstimationSep 23, 2020Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain GraphSep 23, 2020GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain ConnectomesDec 28, 2020Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain TemplatesSep 6, 2021Quantifying the Reproducibility of Graph Neural Networks using Multigraph Brain DataSep 13, 2022Deep Cross-Modality and Resolution Graph Integration for Universal Brain Connectivity Mapping and AugmentationSep 14, 2022Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-LearningAug 15, 2025Multi-Sensory Cognitive Computing for Learning Population-level Brain ConnectivityAug 13, 2025Multimodal Sheaf-based Network for Glioblastoma Molecular Subtype PredictionOct 30, 2025UnifiedFL: A Dynamic Unified Learning Framework for Equitable FederationMar 25, 2026Reservoir-Based Graph Convolutional NetworksSep 23, 2020Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single ObservationJun 7, 2021Graph Neural Networks in Network NeuroscienceJul 13, 2019Image Evolution Trajectory Prediction and Classification from Baseline using Learning-based Patch Atlas Selection for Early Diagnosis