Explainable Multimodal Graph Isomorphism Network for Interpreting Sex Differences in Adolescent Neurodevelopment

Explainable Multimodal Graph Isomorphism Network for Interpreting Sex Differences in Adolescent Neurodevelopment

<i>Background</i>: A fundamental grasp of the variability observed in healthy individuals holds paramount importance in the investigation of neuropsychiatric conditions characterized by sex-related phenotypic distinctions. Functional magnetic resonance imaging (fMRI) serves as a meaningf...

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Bibliographic Details
Main Authors: Binish Patel, Anton Orlichenko, Adnan Patel, Gang Qu, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Applied Sciences
Subjects:
deep learning
graph neural network
interpretability
multi-modality
multi-paradigm
sex differences
Online Access:https://www.mdpi.com/2076-3417/14/10/4144

Internet

https://www.mdpi.com/2076-3417/14/10/4144

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