Synthesis of Realistic ECG using Generative Adversarial Networks

19 September 2019

Papers citing "Synthesis of Realistic ECG using Generative Adversarial Networks"

15 / 15 papers shown

Title
Synthesis of pulses from particle detectors with a Generative Adversarial Network (GAN) A. Regadío Luis Esteban S. Sánchez-Prieto GAN 33 2 0 10 Jan 2024
HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN M. Islam Khondokar Fida Hasan Sunjida Sultana M. S. Uddin Pietro Lió Julian M. W. Quinn M. Moni 24 48 0 06 Mar 2023
Diffusion-based Conditional ECG Generation with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 20 47 0 19 Jan 2023
Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search Mehdi Asadi Fatemeh Poursalim Mohammad Loni Masoud Daneshtalab Mikael Sjödin Arash Gharehbaghi 27 7 0 17 Jan 2023
CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals Tushar Agarwal Emre Ertin MedIm 18 2 0 15 Nov 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases Jintai Chen Kuan-Yu Liao Kun Wei Haochao Ying D. Z. Chen Jian Wu MedIm 18 18 0 21 Jul 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,974 0 01 Mar 2022
Private sampling: a noiseless approach for generating differentially private synthetic data M. Boedihardjo Thomas Strohmer Roman Vershynin SyDa 27 14 0 30 Sep 2021
Privacy-Protecting Techniques for Behavioral Biometric Data: A Survey Simon Hanisch Patricia Arias-Cabarcos Javier Parra-Arnau Thorsten Strufe CVBM 24 2 0 09 Sep 2021
Generative adversarial networks in time series: A survey and taxonomy Eoin Brophy Zhengwei Wang Qi She Tomas E. Ward EGVM AI4TS 9 58 0 23 Jul 2021
Synthesis of standard 12-lead electrocardiograms using two dimensional generative adversarial network Yu-He Zhang S. Babaeizadeh GAN 24 21 0 02 Jun 2021
A semi-supervised autoencoder framework for joint generation and classification of breathing O. Pastor-Serrano D. Lathouwers Zoltán Perkó MedIm AI4TS 9 0 0 19 Oct 2020
Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? Jeremy Georges-Filteau Elisa Cirillo SyDa AI4CE 33 17 0 27 May 2020
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 153 569 0 19 Mar 2017
C-RNN-GAN: Continuous recurrent neural networks with adversarial training Olof Mogren GAN 77 512 0 29 Nov 2016