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10/06/2021
Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning
Accurate and automated super-resolution image synthesis is highly desire...
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10/06/2021
A Few-shot Learning Graph Multi-Trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint
Charting the baby connectome evolution trajectory during the first year ...
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06/07/2021
Graph Neural Networks in Network Neuroscience
Noninvasive medical neuroimaging has yielded many discoveries about the ...
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05/06/2021
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network
Brain graphs (i.e, connectomes) constructed from medical scans such as m...
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09/23/2020
Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation
While existing predictive frameworks are able to handle Euclidean struct...
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09/23/2020