Convolutional Recurrent Neural Networks for Electrocardiogram Classification

17 October 2017

Papers citing "Convolutional Recurrent Neural Networks for Electrocardiogram Classification"

14 / 14 papers shown

Title
Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector Wei-Ying Yi Peng Liu Sheung-Lai Lo Ya-Fen Chan Yu Zhou Yee Leung Kam-Sang Woo Alex Pui-Wai Lee Jiaming Chen K. Leung 18 1 0 11 Jul 2022
Supraventricular Tachycardia Detection and Classification Model of ECG signal Using Machine Learning Pampa Howladar Manodipan Sahoo 26 2 0 24 Dec 2021
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works A. Shoeibi Parisa Moridian Marjane Khodatars Navid Ghassemi M. Jafari ... Juan M Gorriz Javier Ramírez Abbas Khosravi S. Nahavandi U. Acharya 26 49 0 29 May 2021
Deconvolution-and-convolution Networks Yimin Yang Wandong Zhang Jonathan Wu Will Zhao Ao Chen 21 8 0 22 Mar 2021
A deep convolutional neural network model for rapid prediction of fluvial flood inundation Syed Kabir S. Patidar X. Xia Q. Liang J. Neal G. Pender . AI4CE 13 1 0 20 Jun 2020
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification S. Vijayarangan Balamurali Murugesan Vignesh Ravichandran P. PreejithS. J. Joseph M. Sivaprakasam FAtt 9 29 0 11 Apr 2020
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks F. Hatamian Nishant Ravikumar Sulaiman Vesal Felix P. Kemeth M. Struck Andreas Maier 18 32 0 07 Feb 2020
Driver Identification via the Steering Wheel Bernhard Gahr Shu Liu Kevin Koch F. Barata André Dahlinger Benjamin Ryder E. Fleisch Felix Wortmann LLMSV 13 4 0 09 Sep 2019
Improving Heart Rate Variability Measurements from Consumer Smartwatches with Machine Learning Martin Maritsch Caterina Bérubé Mathias Kraus Vera Lehmann Thomas Züger Stefan Feuerriegel T. Kowatsch Felix Wortmann 6 21 0 17 Jul 2019
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network J. V. Zaen O. Chételat M. Lemay E. M. Calvo R. Delgado-Gonzalo 21 14 0 25 Jun 2019
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals linda Qiao Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun 21 67 0 27 May 2019
1D Convolutional Neural Networks and Applications: A Survey S. Kiranyaz Onur Avcı Osama Abdeljaber T. Ince Moncef Gabbouj D. Inman 3DV 25 1,880 0 09 May 2019
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices Saeed Saadatnejad M. Oveisi Matin Hashemi 23 296 0 12 Dec 2018
Classification of 12-Lead ECG Signals with Bi-directional LSTM Network A. Mostayed David A. Moore Srinivas Vasudevan W. Wee 15 43 0 05 Nov 2018