Enhanced Atrial Fibrillation (AF) Detection via Data Augmentation with Diffusion Model

Author:

Vashagh Arash1,Akhoondkazemi Amirhossein1,Zahabi Sayed Jalal1,Shafie Davood2

Affiliation:

1. Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran,841568311

2. Isfahan University of Medical Sciences,Heart Failure Research Center, Cardiovascular Research Institute,Isfahan,Iran,8174673461

Publisher

IEEE

Reference23 articles.

1. U-Net: Convolutional Networks for Biomedical Image Segmentation;ronneberger,2015

2. Deep unsupervised learning using nonequilibrium thermodynamics;sohl-dickstein;International Conference on Machine Learning,2015

3. Unsupervised representation learning with deep convolutional generative adversarial networks;radford,2015

4. Diffusion models beat GANs on image synthesis;dhariwal;Advances in neural information processing systems,2021

5. Generative adversarial nets;goodfellow;Advances in neural information processing systems,2014

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