Fast QRS Detection and ECG Compression Based on Signal Structural Analysis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2018.2792404
Abstract: Objective: This paper presents a fast approach to detect QRS complexes based on a simple analysis of the temporal ECG structure. Methods: The ECG is processed through several steps involving noise removal, feature detection, and… read more here.
Keywords: ecg; fast qrs; ecg compression; analysis ... See more keywords
New ECG Compression Method for Portable ECG Monitoring System Merged with Binary Convolutional Auto-Encoder and Residual Error Compensation
Sign Up to like & getrecommendations! Published in 2022 at "Biosensors"
DOI: 10.3390/bios12070524
Abstract: In the past few years, deep learning-based electrocardiogram (ECG) compression methods have achieved high-ratio compression by reducing hidden nodes. However, this reduction can result in severe information loss, which will lead to poor quality of… read more here.
Keywords: compression method; residual error; ecg compression; method ... See more keywords