[HTML][HTML] Toward real-time and efficient cardiovascular monitoring for COVID-19 patients by 5G-enabled wearable medical devices: a deep learning approach

L Tan, K Yu, AK Bashir, X Cheng, F Ming… - Neural Computing and …, 2023 - Springer
Patients with deaths from COVID-19 often have co-morbid cardiovascular disease. Real-
time cardiovascular disease monitoring based on wearable medical devices may effectively …

[HTML][HTML] Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning

MA Ozdemir, GD Ozdemir, O Guren - BMC medical informatics and …, 2021 - Springer
Abstract Background Coronavirus disease 2019 (COVID-19) has become a pandemic since
its first appearance in late 2019. Deaths caused by COVID-19 are still increasing day by day …

[HTML][HTML] An intelligent ECG-based tool for diagnosing COVID-19 via ensemble deep learning techniques

O Attallah - Biosensors, 2022 - mdpi.com
Diagnosing COVID-19 accurately and rapidly is vital to control its quick spread, lessen
lockdown restrictions, and decrease the workload on healthcare structures. The present …

Deep learning-based detection of COVID-19 using wearables data

GK Bogu, MP Snyder - MedRxiv, 2021 - medrxiv.org
Background COVID-19 is an infectious disease caused by SARS-CoV-2 that is primarily
diagnosed using laboratory tests, which are frequently not administered until after symptom …

Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection

N Sobahi, A Sengur, RS Tan, UR Acharya - Computers in Biology and …, 2022 - Elsevier
Background The world has been suffering from the COVID-19 pandemic since 2019. More
than 5 million people have died. Pneumonia is caused by the COVID-19 virus, which can be …

[HTML][HTML] Iot-cloud-based smart healthcare monitoring system for heart disease prediction via deep learning

AA Nancy, D Ravindran, PMD Raj Vincent… - Electronics, 2022 - mdpi.com
The Internet of Things confers seamless connectivity between people and objects, and its
confluence with the Cloud improves our lives. Predictive analytics in the medical domain can …

[HTML][HTML] End-to-end deep learning framework for coronavirus (COVID-19) detection and monitoring

N El-Rashidy, S El-Sappagh, SMR Islam, HM El-Bakry… - Electronics, 2020 - mdpi.com
Coronavirus (COVID-19) is a new virus of viral pneumonia. It can outbreak in the world
through person-to-person transmission. Although several medical companies provide …

ECG-iCOVIDNet: Interpretable AI model to identify changes in the ECG signals of post-COVID subjects

A Agrawal, A Chauhan, MK Shetty, MD Gupta… - Computers in Biology …, 2022 - Elsevier
Objective Studies showed that many COVID-19 survivors develop sub-clinical to clinical
heart damage, even if subjects did not have underlying heart disease before COVID. Since …

[HTML][HTML] COVID-19 disease diagnosis from paper-based ECG trace image data using a novel convolutional neural network model

E Irmak - Physical and Engineering Sciences in Medicine, 2022 - Springer
Clinical reports show that COVID-19 disease has impacts on the cardiovascular system in
addition to the respiratory system. Available COVID-19 diagnostic methods have been …

An IoT-based deep learning framework for early assessment of COVID-19

I Ahmed, A Ahmad, G Jeon - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Advancement in the Internet of Medical Things (IoMT), along with machine learning, deep
learning, and artificial intelligence techniques, initiated a world of possibilities in healthcare …