Applying artificial intelligence to wearable sensor data to diagnose and predict cardiovascular disease: a review
Cardiovascular disease (CVD) is the world's leading cause of mortality. There is significant
interest in using Artificial Intelligence (AI) to analyse data from novel sensors such as …
interest in using Artificial Intelligence (AI) to analyse data from novel sensors such as …
Electrocardiogram monitoring wearable devices and artificial-intelligence-enabled diagnostic capabilities: a review
L Neri, MT Oberdier, KCJ van Abeelen, L Menghini… - Sensors, 2023 - mdpi.com
Worldwide, population aging and unhealthy lifestyles have increased the incidence of high-
risk health conditions such as cardiovascular diseases, sleep apnea, and other conditions …
risk health conditions such as cardiovascular diseases, sleep apnea, and other conditions …
Feature selection using selective opposition based artificial rabbits optimization for arrhythmia classification on Internet of medical things environment
GS Nijaguna, ND Lal, PB Divakarachari… - IEEE …, 2023 - ieeexplore.ieee.org
An Electrocardiogram (ECG) is a non-invasive test that is broadly utilized for monitoring and
diagnosing the cardiac arrhythmia. An irregularity of the heartbeat is generally defined as …
diagnosing the cardiac arrhythmia. An irregularity of the heartbeat is generally defined as …
[HTML][HTML] Deep learning in mHealth for cardiovascular disease, diabetes, and cancer: systematic review
Background: Major chronic diseases such as cardiovascular disease (CVD), diabetes, and
cancer impose a significant burden on people and health care systems around the globe …
cancer impose a significant burden on people and health care systems around the globe …
Trends in using deep learning algorithms in biomedical prediction systems
Y Wang, L Liu, C Wang - Frontiers in Neuroscience, 2023 - frontiersin.org
In the domain of using DL-based methods in medical and healthcare prediction systems, the
utilization of state-of-the-art deep learning (DL) methodologies assumes paramount …
utilization of state-of-the-art deep learning (DL) methodologies assumes paramount …
Accurate wavelet thresholding method for ECG signals
K Yu, L Feng, Y Chen, M Wu, Y Zhang, P Zhu… - Computers in Biology …, 2024 - Elsevier
Current wavelet thresholding methods for cardiogram signals captured by flexible wearable
sensors face a challenge in achieving both accurate thresholding and real-time signal …
sensors face a challenge in achieving both accurate thresholding and real-time signal …
A systematic review of machine learning and IoT applied to the prediction and monitoring of cardiovascular diseases
A Cuevas-Chavez, Y Hernandez, J Ortiz-Hernandez… - Healthcare, 2023 - mdpi.com
According to the Pan American Health Organization, cardiovascular disease is the leading
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …
cause of death worldwide, claiming an estimated 17.9 million lives each year. This paper …
A comprehensive review of deep learning-based models for heart disease prediction
C Zhou, P Dai, A Hou, Z Zhang, L Liu, A Li… - Artificial Intelligence …, 2024 - Springer
Heart disease (HD) is one of the leading causes of death in humans, posing a heavy burden
on society, families, and patients. Real-time prediction of HD can reduce mortality rates and …
on society, families, and patients. Real-time prediction of HD can reduce mortality rates and …
Key Directions for Development of Modern Expert Systems
Анотація The paper reviews areas of application modern expert systems, on basis of which
advantages and disadvantages of using ES are considered; main components of typical ES …
advantages and disadvantages of using ES are considered; main components of typical ES …
Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions
Myocardial infarction, commonly known as heart attack, is one of the most common heart
diseases prevailing in the human world. Heart or cardiac disease is one of the leading …
diseases prevailing in the human world. Heart or cardiac disease is one of the leading …