Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images.

Rumala, Dewinda Julianensi; van Ooijen, Peter; Rachmadi, Reza Fuad; Sensusiati, Anggraini Dwi; Purnama, I Ketut Eddy

Rumala, Dewinda Julianensi; van Ooijen, Peter; Rachmadi, Reza Fuad; Sensusiati, Anggraini Dwi; Purnama, I Ketut Eddy.

Afiliação

Rumala DJ; Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.
van Ooijen P; Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Rachmadi RF; Data Science Center in Health (DASH), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
Sensusiati AD; Department of Electrical Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.
Purnama IKE; Department of Computer Engineering, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia.

J Digit Imaging ; 36(4): 1460-1479, 2023 08.

Article em En | MEDLINE | ID: mdl-37145248

Assuntos

Encefalopatias; Redes Neurais de Computação; Humanos; Imageamento por Ressonância Magnética/métodos; Algoritmos; Encefalopatias/diagnóstico por imagem; Encéfalo/diagnóstico por imagem

Palavras-chave

Brain disease; Convolutional neural network; Deep transfer learning; Ensemble classifier; Magnetic resonance images; Stacking

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Encefalopatias / Redes Neurais de Computação Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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