A comparative analysis of methods for evaluation of ECG signal quality after compression

A Němcová, R Smíšek, L Maršánová… - BioMed research …, 2018 - Wiley Online Library
The assessment of ECG signal quality after compression is an essential part of the
compression process. Compression facilitates the signal archiving, speeds up signal …

An efficient compression of ECG signals using deep convolutional autoencoders

O Yildirim, R San Tan, UR Acharya - Cognitive Systems Research, 2018 - Elsevier
Background and objective Advances in information technology have facilitated the retrieval
and processing of biomedical data. Especially with wearable technologies and mobile …

Electrocardiogram data compression techniques for cardiac healthcare systems: A methodological review

CK Jha, MH Kolekar - Irbm, 2022 - Elsevier
Abstract Objective: Globally, cardiovascular diseases (CVDs) are one of the most leading
causes of death. In medical screening and diagnostic procedures of CVDs …

Empirical mode decomposition and wavelet transform based ECG data compression scheme

CK Jha, MH Kolekar - Irbm, 2021 - Elsevier
Objective In health-care systems, compression is an essential tool to solve the storage and
transmission problems. In this regard, this paper reports a new electrocardiogram (ECG) …

Electrocardiogram data compression using DCT based discrete orthogonal Stockwell transform

CK Jha, MH Kolekar - Biomedical Signal Processing and Control, 2018 - Elsevier
This paper reports a novel electrocardiogram (ECG) data compression algorithm which
employs DCT based discrete orthogonal Stockwell transform. Dead-zone quantization is …

Smartphone-based ECG signals encryption for transmission and analyzing via IoMTs

AS Abdulbaqi, AJ Obaid… - Journal of Discrete …, 2021 - Taylor & Francis
Electrocardiography (ECG) has long been a common method of assessing and diagnosing
cardiovascular problems (CaDs). The heart's electrical activity is visualized in the form of a …

Tunable Q-wavelet based ECG data compression with validation using cardiac arrhythmia patterns

CK Jha, MH Kolekar - Biomedical Signal Processing and Control, 2021 - Elsevier
The acquisition of longer electrocardiogram (ECG) signals is an essential step of the recent
medical screening and diagnostic procedures. Considering the need of an efficient ECG …

ECG data compression using modified run length encoding of wavelet coefficients for holter monitoring

MH Kolekar, CK Jha, P Kumar - IRBM, 2022 - Elsevier
Objective In cardiac patient-care, compression of long-term ECG data is essential to
minimize the data storage requirement and transmission cost. Hence, this paper presents a …

Computationally efficient cosine modulated filter bank design for ECG signal compression

S Chandra, A Sharma, GK Singh - Irbm, 2020 - Elsevier
In this work, computationally efficient and reliable cosine modulated filter banks (CMFBs) are
designed for Electrocardiogram (ECG) data compression. First of all, CMFBs (uniform and …

Analysis of compressed foetal phono-cardio-graphy (PCG) signals with discrete cosine transform and discrete wavelet transform

V Aggarwal, S Gupta, MS Patterh… - IETE Journal of Research, 2022 - Taylor & Francis
In the present era, precise medical instruments are available to record the medical signals
for diagnosis as well as regular monitoring of pregnant lady and foetus. These recorded …