Comparative Performance Analysis of Time-Frequency Domain Images and Raw Signal Data for Classification of ECG Signals

T Özseven - Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 2024 - dergipark.org.tr
ECG signals are one of the most common tools used to diagnose cardiovascular diseases.
ECG signals are obtained by measuring electrical changes on the skin surface. Arrhythmias …

[引用][C] The Use of a Modelling & Simulation Tier by the EMULSION IoT Platform

I Ganchev, Z Ji - WSEAS Transactions on Systems and Control, 2022

ResNet-50-CNN and LSTM Based Arrhythmia Detection Model Based on ECG Dataset

O Yadav, A Singh, A Sinha, CV Garg… - Enabling Person-Centric …, 2023 - Springer
The ECG is a critical component of computer-aided arrhythmia detection systems since it
helps to reduce the rise in the death rate from disorders of the circulatory system. However …

[HTML][HTML] Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying …

M Pytlarz, K Wojnicki, P Pilanc, B Kaminska… - Journal of Imaging …, 2024 - Springer
Gliomas are primary brain tumors that arise from neural stem cells, or glial precursors.
Diagnosis of glioma is based on histological evaluation of pathological cell features and …

D-Resnet: Deep Resnet based approach for ECG classification

S Boulkaboul, S Bouchama, S Kasser… - Journal of Control …, 2024 - ceai.srait.ro
The ECG signal represents the electrical activity of the heart and reflects the health of the
cardiovascular system. It also contains information that can be used to differentiate …

[PDF][PDF] ECG-Based Heartbeat Classification Using Convolutional Neural Networks

JRT Alipo-on, FIF Escobar, MJT Tan… - … Journal of Biomedical …, 2023 - researchgate.net
Electrocardiogram (ECG) signal analysis and processing are crucial in the diagnosis of
cardiovascular diseases which are considered as one of the leading causes of mortality …

A Client Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT client tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …

Check for updates Deep Learning for ECG Signal Classification in Remote Healthcare Applications

SA Hashim¹, HH Balik - … ICAETA 2023, Istanbul, Turkey, March 10 …, 2023 - books.google.com
Due to several current medical applications, the significance of Electrocardiogram (ECG)
classification has increased significantly. To evaluate and classify ECG data, a variety of …

Deep Learning based Heart Diseases Detection using ResNet50 Architecture

M Gulhane, S Kumar - 2023 Intelligent Methods, Systems, and …, 2023 - ieeexplore.ieee.org
Artificial Intelligence (AI) in medical diagnostics has become an essential topic in research
and business. Deep learning (DL) models are included in AI, and these models have been …

An IoT Based Heart Healthcare Platform for the Sultanate of Oman

VK Stephen, M Virutachalam… - 2022 Mohammad Ali …, 2022 - ieeexplore.ieee.org
The evolution of the Internet of Things (IoT) has been from the convergence of different forms
of digital technologies such as embedded systems, real-time analytics, wireless …