Domain Adaptation via Low Rank and Class Discriminative Representation for Autism Spectrum Disorder Identification: A Multi-Site fMRI Study

Domain Adaptation via Low Rank and Class Discriminative Representation for Autism Spectrum Disorder Identification: A Multi-Site fMRI Study

To construct a more effective model with good generalization performance for inter-site autism spectrum disorder (ASD) diagnosis, domain adaptation based ASD diagnostic models are proposed to alleviate the inter-site heterogeneity. However, most existing methods only reduce the marginal distribution...

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Bibliographic Details
Main Authors: Xingdan Liu, Jiacheng Wu, Wenqi Li, Qian Liu, Lixia Tian, Huifang Huang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Autism spectrum disorder (ASD)
class discriminative representation
domain adaptation (DA)
functional magnetic resonance imaging (fMRI)
multi-site
low rank representation
Online Access:https://ieeexplore.ieee.org/document/10012442/

Internet

https://ieeexplore.ieee.org/document/10012442/

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