Multi-Site MRI Data Harmonization with an Adversarial Learning Approach: Implementation to the Study of Brain Connectivity in Autism Spectrum Disorders

Multi-Site MRI Data Harmonization with an Adversarial Learning Approach: Implementation to the Study of Brain Connectivity in Autism Spectrum Disorders

Magnetic resonance imaging (MRI) nowadays plays an important role in the identification of brain underpinnings in a wide range of neuropsychiatric disorders, including Autism Spectrum Disorders (ASD). Characterizing the hallmarks in these pathologies is not a straightforward task and machine learnin...

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Bibliographic Details
Main Authors: Federico Campo, Alessandra Retico, Sara Calderoni, Piernicola Oliva
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
brain connectivity
machine learning
adversarial learning
autism spectrum disorders (ASD)
multi-site harmonization
explainable AI (XAI)
Online Access:https://www.mdpi.com/2076-3417/13/11/6486

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https://www.mdpi.com/2076-3417/13/11/6486

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