Brain functional activity-based classification of autism spectrum disorder using an attention-based graph neural network combined with gene expression.

Wang, Zhengning; Xu, Yuhang; Peng, Dawei; Gao, Jingjing; Lu, Fengmei

Wang, Zhengning; Xu, Yuhang; Peng, Dawei; Gao, Jingjing; Lu, Fengmei.

Afiliación

Wang Z; School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
Xu Y; School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
Peng D; School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
Gao J; School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, PR China.
Lu F; The Clinical Hospital of Chengdu Brain Science Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, PR China.

Cereb Cortex ; 33(10): 6407-6419, 2023 05 09.

Article en En | MEDLINE | ID: mdl-36587290

Asunto(s)

Trastorno del Espectro Autista; Humanos; Trastorno del Espectro Autista/diagnóstico por imagen; Trastorno del Espectro Autista/genética; Mapeo Encefálico/métodos; Encéfalo; Imagen por Resonancia Magnética/métodos; Biomarcadores; Redes Neurales de la Computación; Expresión Génica; Vías Nerviosas/diagnóstico por imagen

Palabras clave

attention-based graph neural network; autism spectrum disorder; gene analysis; graph data; image biomarkers

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Trastorno del Espectro Autista Límite: Humans Idioma: En Revista: Cereb Cortex Asunto de la revista: CEREBRO Año: 2023 Tipo del documento: Article

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