Deep Generative Models for Physiological Signals: A Systematic Literature Review

12 July 2023

Papers citing "Deep Generative Models for Physiological Signals: A Systematic Literature Review"

7 / 7 papers shown

Title
SSSD-ECG-nle: New Label Embeddings with Structured State-Space Models for ECG generation Sergey Skorik A. Avetisyan DiffM MedIm 42 0 0 15 Jul 2024
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis Nour Neifar A. Ben-Hamadou Afef Mdhaffar M. Jmaiel DiffM 20 4 0 02 Jun 2023
EEG Synthetic Data Generation Using Probabilistic Diffusion Models Giulio Tosato Cesare M. Dalbagno Francesco Fumagalli DiffM 48 11 0 06 Mar 2023
Synthetic ECG Signal Generation using Probabilistic Diffusion Models Edmond Adib Amanda Fernandez Fatemeh Afghah John J. Prevost DiffM 32 36 0 04 Mar 2023
Leveraging Statistical Shape Priors in GAN-based ECG Synthesis Nour Neifar A. Ben-Hamadou Afef Mdhaffar M. Jmaiel Bernd Freisleben GAN 16 11 0 22 Oct 2022
Arrhythmia Classification using CGAN-augmented ECG Signals Edmond Adib Fatemeh Afghah John J. Prevost 30 11 0 26 Jan 2022
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks Khondker Fariha Hossain Sharif Amit Kamran Alireza Tavakkoli Lei Pan Daniel Ma Sutharshan Rajasegarar Chandan Karmaker GAN AAML 24 25 0 16 Jul 2021