[HTML][HTML] Optimizing the light gradient-boosting machine algorithm for an efficient early detection of coronary heart disease
Background Coronary heart disease (CHD) remains a prominent cause of mortality globally,
necessitating early and accurate detection methods. Traditional diagnostic approaches can …
necessitating early and accurate detection methods. Traditional diagnostic approaches can …
Machine learning-enhanced echocardiography for screening coronary artery disease
Y Guo, C Xia, Y Zhong, Y Wei, H Zhu, J Ma, G Li… - BioMedical Engineering …, 2023 - Springer
Background Since myocardial work (MW) and left atrial strain are valuable for screening
coronary artery disease (CAD), this study aimed to develop a novel CAD screening …
coronary artery disease (CAD), this study aimed to develop a novel CAD screening …
Predicting early-stage coronary artery disease using machine learning and routine clinical biomarkers improved by augmented virtual data
A Koloi, VS Loukas, C Hourican… - … Heart Journal-Digital …, 2024 - academic.oup.com
Aims Coronary artery disease (CAD) is a highly prevalent disease with modifiable risk
factors. In patients with suspected obstructive CAD, evaluating the pre-test probability model …
factors. In patients with suspected obstructive CAD, evaluating the pre-test probability model …
Comparison of LASSO and random forest models for predicting the risk of premature coronary artery disease
J Wang, Y Xu, L Liu, W Wu, C Shen, H Huang… - BMC Medical Informatics …, 2023 - Springer
Purpose With the change of lifestyle, the occurrence of coronary artery disease presents a
younger trend, increasing the medical and economic burden on the family and society. To …
younger trend, increasing the medical and economic burden on the family and society. To …
A Review on Heart Diseases Using Machine Learning and Deep Learning Techniques
K Mallikarjunamallu, K Syed - … conference on soft computing for problem …, 2023 - Springer
Heart disease is one of today's major issues, as well as one of the main causes of mortality
globally. Electrocardiogram (ECG) and patient data may be used to diagnose cardiac illness …
globally. Electrocardiogram (ECG) and patient data may be used to diagnose cardiac illness …
[PDF][PDF] Machine learning-enhanced echocardiography for screening coronary artery
Y Guo, C Xia, Y Zhong, Y Wei, H Zhu, J Ma, G Li… - 2023 - biomedical-engineering-online …
Background: Since myocardial work (MW) and left atrial strain are valuable for screening
coronary artery disease (CAD), this study aimed to develop a novel CAD screening …
coronary artery disease (CAD), this study aimed to develop a novel CAD screening …