Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders

Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders

Abstract Background: The integration of the information encoded in multiparametric MRI images can enhance the performance of machine-learning classifiers. In this study, we investigate whether the combination of structural and functional MRI might improve the performances of a deep learning (DL) mod...

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Bibliographic Details
Main Authors: Sara Saponaro, Francesca Lizzi, Giacomo Serra, Francesca Mainas, Piernicola Oliva, Alessia Giuliano, Sara Calderoni, Alessandra Retico
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:Brain Informatics
Subjects:
Multi-modal machine learning
Deep Learning
Autism spectrum disorders
ABIDE
Structural MRI
Functional connectivity
Online Access:https://doi.org/10.1186/s40708-023-00217-4

Internet

https://doi.org/10.1186/s40708-023-00217-4

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