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05/27/2023
Explainable Brain Age Prediction using coVariance Neural Networks
In computational neuroscience, there has been an increased interest in d...
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05/02/2023
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features
Graph convolutional networks (GCN) leverage topology-driven graph convol...
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10/28/2022
Predicting Brain Age using Transferable coVariance Neural Networks
The deviation between chronological age and biological age is a well-rec...
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05/31/2022
coVariance Neural Networks
Graph neural networks (GNN) are an effective framework that exploit inte...
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05/19/2022
Learning Graph Structure from Convolutional Mixtures
Machine learning frameworks such as graph neural networks typically rely...
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05/06/2022
Summary Markov Models for Event Sequences
Datasets involving sequences of different types of events without meanin...
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12/26/2018