Generation of synthetic rat brain MRI scans with a 3D enhanced alpha generative adversarial network

Translational brain research using Magnetic Resonance Imaging (MRI) is becoming increasingly popular as animal models are an essential part of scientific studies and more ultra-high-field scanners are becoming available. Some disadvantages of MRI are the availability of MRI scanners and the time req...

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Bibliographic Details
Main Author: Ferreira, André (author)
Other Authors: Magalhães, Ricardo (author), Mériaux, Sébastien (author), Alves, Victor (author)
Format: article
Language:eng
Published: 2022
Subjects:
alpha generative adversarial network; data augmentation
data augmentation
synthetic data
MRI rat brain
alpha generative adversarial network
Ciências Naturais::Ciências da Computação e da Informação
Engenharia e Tecnologia::Engenharia Médica
Science & Technology
Online Access:https://hdl.handle.net/1822/79886
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/79886

Internet

https://hdl.handle.net/1822/79886

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