Enhanced Atrial Fibrillation (AF) Detection via Data Augmentation with Diffusion Model
Author:
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
Link
http://xplorestaging.ieee.org/ielx7/10326217/10326219/10326310.pdf?arnumber=10326310
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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