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SimGANs: Simulator-Based Generative Adversarial Networks for ECG
  Synthesis to Improve Deep ECG Classification

SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification

27 June 2020
Tomer Golany
Daniel Freedman
Kira Radinsky
    GAN
ArXivPDFHTML

Papers citing "SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification"

7 / 7 papers shown
Title
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Nour Neifar
Afef Mdhaffar
A. Ben-Hamadou
M. Jmaiel
MedIm
32
4
0
12 Jul 2023
Diffusion-based Conditional ECG Generation with Structured State Space
  Models
Diffusion-based Conditional ECG Generation with Structured State Space Models
Juan Miguel Lopez Alcaraz
Nils Strodthoff
DiffM
20
48
0
19 Jan 2023
CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals
CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals
Tushar Agarwal
Emre Ertin
MedIm
20
2
0
15 Nov 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view
  ECG Synthesis Conditioned on Heart Diseases
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases
Jintai Chen
Kuan-Yu Liao
Kun Wei
Haochao Ying
Danny Chen
Jian Wu
MedIm
21
18
0
21 Jul 2022
EvoGAN: An Evolutionary Computation Assisted GAN
EvoGAN: An Evolutionary Computation Assisted GAN
Feng Liu
Hanyang Wang
Jiahao Zhang
Ziwang Fu
Aimin Zhou
Jiayin Qi
Zhibin Li
GAN
22
24
0
22 Oct 2021
Synthesis of standard 12-lead electrocardiograms using two dimensional
  generative adversarial network
Synthesis of standard 12-lead electrocardiograms using two dimensional generative adversarial network
Yu-He Zhang
S. Babaeizadeh
GAN
26
21
0
02 Jun 2021
Physics-Integrated Variational Autoencoders for Robust and Interpretable
  Generative Modeling
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling
Naoya Takeishi
Alexandros Kalousis
DRL
AI4CE
30
54
0
25 Feb 2021
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