Brain multigraph prediction using topology-aware adversarial graph neural network.

Bessadok, Alaa; Mahjoub, Mohamed Ali; Rekik, Islem

Bessadok, Alaa; Mahjoub, Mohamed Ali; Rekik, Islem.

Afiliação

Bessadok A; BASIRA lab, Faculty of Computer and Informatics, Istanbul Technical University, Istanbul, Turkey; Higher Institute of Informatics and Communication Technologies, University of Sousse, Tunisia; National Engineering School of Sousse, University of Sousse, LATIS- Laboratory of Advanced Technology and Intelligent Systems, Sousse, 4023, Tunisia.
Mahjoub MA; Higher Institute of Informatics and Communication Technologies, University of Sousse, Tunisia; National Engineering School of Sousse, University of Sousse, LATIS- Laboratory of Advanced Technology and Intelligent Systems, Sousse, 4023, Tunisia.
Rekik I; BASIRA lab, Faculty of Computer and Informatics, Istanbul Technical University, Istanbul, Turkey; School of Science and Engineering, Computing, University of Dundee, UK. Electronic address: irekik@itu.edu.tr.

Med Image Anal ; 72: 102090, 2021 08.

Article em En | MEDLINE | ID: mdl-34004494

Assuntos

Encéfalo; Conectoma; Encéfalo/diagnóstico por imagem; Humanos; Imageamento por Ressonância Magnética; Redes Neurais de Computação

Palavras-chave

Adversarial autoencoders; Brain multigraph prediction; Generative adversarial learning; Geometric deep learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Encéfalo / Conectoma Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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