Predictive modelling of brain disorders with magnetic resonance imaging: A systematic review of modelling practices, transparency, and interpretability in the use of convolutional neural networks.

O'Connell, Shane; Cannon, Dara M; Broin, Pilib Ó

O'Connell, Shane; Cannon, Dara M; Broin, Pilib Ó.

Afiliação

O'Connell S; School of Mathematical and Statistical Sciences, College of Science and Engineering, University of Galway, Galway, Ireland.
Cannon DM; Clinical Neuroimaging Laboratory, Galway Neuroscience Centre, College of MedicineNursing and Health Sciences, University of Galway, Galway, Ireland.
Broin PÓ; School of Mathematical and Statistical Sciences, College of Science and Engineering, University of Galway, Galway, Ireland.

Hum Brain Mapp ; 44(18): 6561-6574, 2023 Dec 15.

Article em En | MEDLINE | ID: mdl-37909364

Assuntos

Doença de Alzheimer; Imageamento por Ressonância Magnética; Humanos; Imageamento por Ressonância Magnética/métodos; Redes Neurais de Computação; Neuroimagem/métodos; Encéfalo/diagnóstico por imagem; Espectroscopia de Ressonância Magnética

Palavras-chave

Alzheimer's disease; MRI; convolutional neural networks; deep learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Doença de Alzheimer Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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