Personal Heart Health Monitoring Based on 1D Convolutional Neural Network

Personal Heart Health Monitoring Based on 1D Convolutional Neural Network

The automated detection of suspicious anomalies in electrocardiogram (ECG) recordings allows frequent personal heart health monitoring and can drastically reduce the number of ECGs that need to be manually examined by the cardiologists, excluding those classified as normal, facilitating healthcare d...

Full description

Bibliographic Details
Main Authors:	Antonella Nannavecchia, Francesco Girardi, Pio Raffaele Fina, Michele Scalera, Giovanni Dimauro
Format:	Article
Language:	English
Published:	MDPI AG 2021-02-01
Series:	Journal of Imaging
Subjects:	ECG signal detection portable monitoring devices 1D-convolutional neural network deep learning
Online Access:	https://www.mdpi.com/2313-433X/7/2/26

Similar Items

Demo: Mobile ECG Monitoring System Prototype on the Base of Texas Instruments Hardware and Android Platform
by: Maksim Safronov
Published: (2017-11-01)

Mobile ECG monitoring system prototype and wavelet-based arrhythmia detection
by: Andrey Kuzmin, et al.
Published: (2017-11-01)

Is Continuous ECG Recording on Heart Rate Monitors the Most Expected Function by Endurance Athletes, Coaches, and Doctors?
by: Robert Gajda
Published: (2020-10-01)

HeartID: A Multiresolution Convolutional Neural Network for ECG-Based Biometric Human Identification in Smart Health Applications
by: Qingxue Zhang, et al.
Published: (2017-01-01)

A Quality and Ergonomic Heart Monitoring Device with User-Friendly App for Telemedicine
by: Andres L. Bleda, et al.
Published: (2019-11-01)

Detection of Atrial Fibrillation Using 1D Convolutional Neural Network
by: Chaur-Heh Hsieh, et al.
Published: (2020-04-01)

Mobile ECG Monitoring Device with Bioimpedance Measurement and Analysis
by: Maxim Safronov, et al.
Published: (2019-04-01)

Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition
by: Dalal A. AlDuwaile, et al.
Published: (2021-06-01)

Device and software for mobile heart monitoring
by: Andrey Kuzmin, et al.
Published: (2016-11-01)

A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network
by: Mengze Wu, et al.
Published: (2021-01-01)

Pedestrian Re-Identification Monitoring System Based on Deep Convolutional Neural Network
by: Wenzheng Qu, et al.
Published: (2020-01-01)

Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network
by: Tao Wang, et al.
Published: (2021-01-01)

Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients
by: Zhanna Sagirova, et al.
Published: (2021-05-01)

Multi-Channel Fetal ECG Denoising With Deep Convolutional Neural Networks
by: Eleni Fotiadou, et al.
Published: (2020-08-01)

Fully Convolutional Deep Neural Networks with Optimized Hyperparameters for Detection of Shockable and Non-Shockable Rhythms
by: Vessela Krasteva, et al.
Published: (2020-05-01)

Automatic ECG Diagnosis Using Convolutional Neural Network
by: Roberta Avanzato, et al.
Published: (2020-06-01)

Mechatronic System for Heart Rate Monitoring
by: Elida Tulcan, et al.
Published: (2020-12-01)

Myocardial Infarction Classification Based on Convolutional Neural Network and Recurrent Neural Network
by: Kai Feng, et al.
Published: (2019-05-01)

A Wireless Power Transfer Based Implantable ECG Monitoring Device
by: Junho Kim, et al.
Published: (2020-02-01)

Automatic QRS complex detection using two-level convolutional neural network
by: Yande Xiang, et al.
Published: (2018-01-01)

Remote ECG Monitoring Kit to Predict Patient-Specific Heart Abnormalities
by: Jiaming Chen, et al.
Published: (2017-08-01)

Automated ECG Classification Using Dual Heartbeat Coupling Based on Convolutional Neural Network
by: Xiaolong Zhai, et al.
Published: (2018-01-01)

Integrating ECG Monitoring and Classification via IoT and Deep Neural Networks
by: Li-Ren Yeh, et al.
Published: (2021-06-01)

A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
by: Hong-Wen Fang, et al.
Published: (2018-11-01)

A Novel Approach for Biofilm Detection Based On a Convolutional Neural Network
by: Giovanni Dimauro, et al.
Published: (2020-05-01)

Crowd Monitoring and Localization Using Deep Convolutional Neural Network: A Review
by: Akbar Khan, et al.
Published: (2020-07-01)

ECG-Signal Multi-Classification Model Based on Squeeze-and-Excitation Residual Neural Networks
by: Junsang Park, et al.
Published: (2020-09-01)

Automated Heartbeat Classification Exploiting Convolutional Neural Network With Channel-Wise Attention
by: Feiteng Li, et al.
Published: (2019-01-01)

Fast and Accurate Algorithm for ECG Authentication Using Residual Depthwise Separable Convolutional Neural Networks
by: Eko Ihsanto, et al.
Published: (2020-05-01)

A Novel Method to Detect Multiple Arrhythmias Based on Time-Frequency Analysis and Convolutional Neural Networks
by: Ziqian Wu, et al.
Published: (2019-01-01)

Enabling Heart Self-Monitoring for All and for AAL—Portable Device within a Complete Telemedicine System
by: Andrés-Lorenzo Bleda, et al.
Published: (2019-09-01)

Deep Convolutional Approaches for the Analysis of COVID-19 Using Chest X-Ray Images From Portable Devices
by: Joaquim De Moura, et al.
Published: (2020-01-01)

A randomized controlled trial to validate the Alice PDX ambulatory device
by: Nilius G, et al.
Published: (2017-06-01)

Off-Person ECG Biometrics Using Spatial Representations and Convolutional Neural Networks
by: Iulian B. Ciocoiu, et al.
Published: (2020-01-01)

Deep Sensing: Inertial and Ambient Sensing for Activity Context Recognition using Deep Convolutional Neural Networks
by: Abayomi Otebolaku, et al.
Published: (2020-07-01)

Simulation of monitoring strategies for atrial arrhythmia detection
by: Federica Censi, et al.
Published: (2013-06-01)

Wearable Sport Activity Classification Based on Deep Convolutional Neural Network
by: Yu-Liang Hsu, et al.
Published: (2019-01-01)

Development of Neural Network-Based Approach for QRS Segmentation
by: Anna Borde, et al.
Published: (2019-11-01)

A Wearable Smart Device to Monitor Multiple Vital Parameters—VITAL ECG
by: Vincenzo Randazzo, et al.
Published: (2020-02-01)

Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification
by: Luca Massidda, et al.
Published: (2020-02-01)