CheXGAT: A disease correlation-aware network for thorax disease diagnosis from chest X-ray images.

Lee, Yan-Wei; Huang, Sheng-Kai; Chang, Ruey-Feng

Lee, Yan-Wei; Huang, Sheng-Kai; Chang, Ruey-Feng.

Afiliação

Lee YW; Department of Computer Science and Information Engineering, National Taiwan University, Taipei 10617; Department of Applied Mathematics, Feng Chia University, Taichung 407, Taiwan, R.O.C.
Huang SK; Graduate Institute of Network and Multimedia, National Taiwan University, Taipei 10617, Taiwan.
Chang RF; Department of Computer Science and Information Engineering, National Taiwan University, Taipei 10617; Graduate Institute of Network and Multimedia, National Taiwan University, Taipei 10617, Taiwan; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei 10617, Taiwan; MOST Joint Research Center for AI Technology and All Vista Healthcare, Taipei 10617, Taiwan. Electronic address: rfchang@csie.ntu.edu.tw.

Artif Intell Med ; 132: 102382, 2022 10.

Article em En | MEDLINE | ID: mdl-36207088

Assuntos

Aprendizado Profundo; Diagnóstico por Computador/métodos; Redes Neurais de Computação; Tórax/diagnóstico por imagem; Raios X

Palavras-chave

Chest X-ray; Computer-aided diagnosis; Convolutional neural network; Disease correlation; Graph attention mechanism; Graph neural network; Thorax diseases

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Artif Intell Med Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de publicação: Holanda

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