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

Daniel Freedman

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

11 / 11 papers shown

Title
Deep Generative Models for Physiological Signals: A Systematic Literature Review Nour Neifar Afef Mdhaffar A. Ben-Hamadou M. Jmaiel MedIm 70 5 0 12 Jul 2023
Explorations and Lessons Learned in Building an Autonomous Formula SAE Car from Simulations Dean Zadok Tom Hirshberg Amir Biran Kira Radinsky Ashish Kapoor 53 13 0 15 May 2019
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 39 417 0 19 Apr 2018
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 59 747 0 06 Jul 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 103 1,801 0 22 Dec 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 81 1,176 0 26 Jul 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 248 14,008 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 460 43,277 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Wikipedia-based Semantic Interpretation for Natural Language Processing E. Gabrilovich Shaul Markovitch 43 428 0 15 Jan 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 123 12,227 0 19 Dec 2013