A survey on deep learning applied to medical images: from simple artificial neural networks to generative models.

Celard, P; Iglesias, E L; Sorribes-Fdez, J M; Romero, R; Vieira, A Seara; Borrajo, L

Celard, P; Iglesias, E L; Sorribes-Fdez, J M; Romero, R; Vieira, A Seara; Borrajo, L.

Afiliação

Celard P; Computer Science Department, Universidade de Vigo, Escuela Superior de Ingeniería Informática, Campus Universitario As Lagoas, 32004 Ourense, Spain.
Iglesias EL; CINBIO - Biomedical Research Centre, Universidade de Vigo, Campus Universitario Lagoas-Marcosende, 36310 Vigo, Spain.
Sorribes-Fdez JM; SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain.
Romero R; Computer Science Department, Universidade de Vigo, Escuela Superior de Ingeniería Informática, Campus Universitario As Lagoas, 32004 Ourense, Spain.
Vieira AS; CINBIO - Biomedical Research Centre, Universidade de Vigo, Campus Universitario Lagoas-Marcosende, 36310 Vigo, Spain.
Borrajo L; SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain.

Neural Comput Appl ; 35(3): 2291-2323, 2023.

Article em En | MEDLINE | ID: mdl-36373133

Palavras-chave

Artificial neural networks; Computer vision; Convolutional neural networks; Generative adversarial networks; Medical imaging; Variational autoencoders

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article