ECG Heartbeat Classification: A Deep Transferable Representation

19 April 2018

Papers citing "ECG Heartbeat Classification: A Deep Transferable Representation"

29 / 79 papers shown

Title
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 37 25 0 16 Jul 2021
HALF: Holistic Auto Machine Learning for FPGAs Jonas Ney D. Loroch Vladimir Rybalkin Nicolas Weber Jens Krüger Norbert Wehn 21 10 0 28 Jun 2021
Universal Consistency of Deep Convolutional Neural Networks Shao-Bo Lin Kaidong Wang Yao Wang Ding-Xuan Zhou 21 22 0 23 Jun 2021
ECG Heart-beat Classification Using Multimodal Image Fusion Zeeshan Ahmad Anika Tabassum N. Khan L. Guan 24 24 0 28 May 2021
Neko: a Library for Exploring Neuromorphic Learning Rules Zixuan Zhao Nathan Wycoff N. Getty Rick L. Stevens Fangfang Xia 22 2 0 01 May 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications Christian Stewart Mario Fritz Bernt Schiele 16 55 0 31 Mar 2021
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs Harini Suresh Kathleen M. Lewis John Guttag Arvind Satyanarayan FAtt 45 25 0 17 Feb 2021
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels Jintai Chen Hongyun Yu Ruiwei Feng Danny Chen Jian Wu 16 13 0 09 Feb 2021
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG Dacheng Chen Dan Li Xiuqin Xu Ruizhi Yang See-Kiong Ng 22 4 0 19 Jan 2021
Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms Song-Kyoo Kim C. Yeun Paul D. Yoo Nai-Wei Lo Ernesto Damiani 19 2 0 01 Dec 2020
Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs Cheng Wang Carolin (Haas) Lawrence Mathias Niepert UQCV 34 10 0 24 Nov 2020
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length Linhai Ma Liang Liang 21 8 0 08 Aug 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification Tomer Golany Daniel Freedman Kira Radinsky GAN 30 69 0 27 Jun 2020
On the Preservation of Spatio-temporal Information in Machine Learning Applications Yigit Oktar Mehmet Türkan 20 1 0 15 Jun 2020
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks Linhai Ma Liang Liang AAML 31 19 0 19 May 2020
Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective Linhai Ma Liang Liang AAML 16 4 0 18 May 2020
HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks Sajad Mousavi Fatemeh Afghah U. Rajendra 24 94 0 12 Feb 2020
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms Arjun Gupta Eliu A. Huerta Zhizhen Zhao I. Moussa 26 27 0 16 Dec 2019
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application Attayeb Mohsen M. Al-Mahdawi M. Fouda M. Oogane Y. Ando Z. Fadlullah 14 13 0 08 Nov 2019
Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery Shawn Tan Guillaume Androz A. Chamseddine P. Fecteau Aaron Courville Yoshua Bengio Joseph Paul Cohen 34 27 0 21 Oct 2019
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector Sajad Darabi Mohammad Kachuee Majid Sarrafzadeh 34 4 0 04 Oct 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 32 79 0 19 Sep 2019
Interpretable and Steerable Sequence Learning via Prototypes Yao Ming Panpan Xu Huamin Qu Liu Ren AI4TS 17 138 0 23 Jul 2019
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices F. Hadaeghi 30 9 0 22 Jul 2019
Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks Meryll Dindin Yuhei Umeda Frédéric Chazal 16 45 0 13 Jun 2019
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network Thanh Tung Khuat Fang Chen Bogdan Gabrys 11 15 0 29 May 2019
Ultra Low-Power and Real-time ECG Classification Based on STDP and R-STDP Neural Networks for Wearable Devices Alireza Amirshahi Matin Hashemi 23 85 0 08 May 2019
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices Saeed Saadatnejad M. Oveisi Matin Hashemi 28 296 0 12 Dec 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 48 151 0 18 Jun 2018