An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment.

Nerrise, Favour; Zhao, Qingyu; Poston, Kathleen L; Pohl, Kilian M; Adeli, Ehsan

Nerrise, Favour; Zhao, Qingyu; Poston, Kathleen L; Pohl, Kilian M; Adeli, Ehsan.

Afiliación

Nerrise F; Department of Electrical Engineering, Stanford University, Stanford, CA, USA.
Zhao Q; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.
Poston KL; Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
Pohl KM; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.
Adeli E; Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA.

Med Image Comput Comput Assist Interv ; 14221: 723-733, 2023 Oct.

Article en En | MEDLINE | ID: mdl-37982132

Palabras clave

Attention mechanism; Explainability; Gait impairment; Geometric learning; Neuroimaging biomarkers; Resting-state fMRI

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Med Image Comput Comput Assist Interv Asunto de la revista: DIAGNOSTICO POR IMAGEM / INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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