[HTML][HTML] Advanced detection of coronary artery disease via deep learning analysis of plasma cytokine data
The 2017 World Health Organization Fact Sheet highlights that coronary artery disease is
the leading cause of death globally, responsible for approximately 30% of all deaths. In this …
the leading cause of death globally, responsible for approximately 30% of all deaths. In this …
[HTML][HTML] Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines
SS Saharan, P Nagar, KT Creasy, EO Stock, J Feng… - BioData Mining, 2021 - Springer
Background As per the 2017 WHO fact sheet, Coronary Artery Disease (CAD) is the primary
cause of death in the world, and accounts for 31% of total fatalities. The unprecedented 17.6 …
cause of death in the world, and accounts for 31% of total fatalities. The unprecedented 17.6 …
Improving the detection of acute coronary syndrome using machine learning of blood biomarkers
Background: Acute coronary syndrome (ACS) is one of the main causes of death worldwide.
The 12-lead electrocardiogram (ECG) is used to help diagnose ACS, along with clinical risk …
The 12-lead electrocardiogram (ECG) is used to help diagnose ACS, along with clinical risk …
[HTML][HTML] Machine learning-based integration develops biomarkers initial the crosstalk between inflammation and immune in acute myocardial infarction patients
H Li, X Sun, Z Li, R Zhao, M Li, T Hu - Frontiers in Cardiovascular …, 2023 - frontiersin.org
Great strides have been made in past years toward revealing the pathogenesis of acute
myocardial infarction (AMI). However, the prognosis did not meet satisfactory expectations …
myocardial infarction (AMI). However, the prognosis did not meet satisfactory expectations …
CoroNet: Predicting Coronary Artery Disease using Deep Convolutional Neural Networks and Ensemble Model for Enhanced Diagnostic Precision
AH Juliet, K Kalaiselvi, K Sathya - 2024 10th International …, 2024 - ieeexplore.ieee.org
The coronary artery disease (CAD) is a cardiovascular ailment marked by the constriction or
obstruction of the coronary arteries, hindering the circulation of blood to the heart muscle …
obstruction of the coronary arteries, hindering the circulation of blood to the heart muscle …
[HTML][HTML] Artificial intelligence applied to coronary artery diseases: from pathophysiology to precision medicine
The number of people who die each year from cardiac events is steadily increasing. Several
unaddressed needs persist in the field of cardiac care, with coronary artery phenotyping and …
unaddressed needs persist in the field of cardiac care, with coronary artery phenotyping and …
[PDF][PDF] Evaluation of Machine Learning Techniques towards Early Detection of Cardiovascular Diseases
A Ekong - American Journal of Artificial Intelligence, 2023 - academia.edu
The effectiveness of three Machine Learning (ML) algorithms: Support Vector Machine
(SVM), Random Forest (RF) and K-Nearest Neighbour (KNN) techniques for the early …
(SVM), Random Forest (RF) and K-Nearest Neighbour (KNN) techniques for the early …
[HTML][HTML] A systematic review: do the use of machine learning, deep learning, and artificial intelligence improve patient outcomes in acute myocardial ischemia …
BK Panjiyar, G Davydov, H Nashat, S Ghali, S Afifi… - Cureus, 2023 - ncbi.nlm.nih.gov
Cardiovascular diseases (CVDs) present a significant global health challenge and remain a
primary cause of death. Early detection and intervention are crucial for improved outcomes …
primary cause of death. Early detection and intervention are crucial for improved outcomes …
[HTML][HTML] Advanced machine learning techniques for cardiovascular disease early detection and diagnosis
NA Baghdadi, SM Farghaly Abdelaliem, A Malki… - Journal of Big Data, 2023 - Springer
The identification and prognosis of the potential for developing Cardiovascular Diseases
(CVD) in healthy individuals is a vital aspect of disease management. Accessing the …
(CVD) in healthy individuals is a vital aspect of disease management. Accessing the …
[HTML][HTML] Early detection of coronary heart disease using ensemble techniques
V Shorewala - Informatics in Medicine Unlocked, 2021 - Elsevier
Heart disease is one the leading causes of death globally, making the early detection of it
crucial. Emerging technologies such as machine learning and deep learning are now being …
crucial. Emerging technologies such as machine learning and deep learning are now being …
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