Xinyuan Zheng
Dados Biográficos
| ID | 7960112 |
|---|---|
| NOME | Xinyuan Zheng |
| PRENOMES | Xinyuan |
| SOBRENOME | Zheng |
| ASSINATURA | ZHENG X |
| AFILIAÇÕES | New York State Office of Mental Health |
| ORCID | 0009-0003-2808-5907 |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2024 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2024 |
| ÍNDICE H | 0 |
Explaining deep learning-based representations of resting state functional connectivity data
This study introduced latent contribution scores to interpret nonlinear patterns identified by VAEs. These scores effectively capture changes in each observed rsFC feature as the estimated latent representation changes, enabling an explainable deep learning model that better understands the underlying neural mechanisms of ASD
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Explaining deep learning-based representations of resting state functional connectivity data
This study introduced latent contribution scores to interpret nonlinear patterns identified by VAEs. These scores effectively capture changes in each observed rsFC feature as the estimated latent representation changes, enabling an explainable deep learning model that better understands the underlying neural mechanisms of ASD
Artificial Intelligence (1 obras) · Autism (1 obras) · Autism spectrum disorder (1 obras) · Cognitive psychology (1 obras) · Computer Science (1 obras) · Developmental psychology (1 obras) · EEG and Brain-Computer Interfaces (1 obras) · Functional Brain Connectivity Studies (1 obras) · Functional connectivity (1 obras) · Machine learning (1 obras)