Healthcare predictive analytics using machine learning and deep learning techniques: a survey

M Badawy, N Ramadan, HA Hefny - Journal of Electrical Systems and …, 2023 - Springer
Healthcare prediction has been a significant factor in saving lives in recent years. In the
domain of health care, there is a rapid development of intelligent systems for analyzing …

Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging

SJ Al'Aref, K Anchouche, G Singh… - European heart …, 2019 - academic.oup.com
Artificial intelligence (AI) has transformed key aspects of human life. Machine learning (ML),
which is a subset of AI wherein machines autonomously acquire information by extracting …

AI evaluation of stenosis on coronary CTA, comparison with quantitative coronary angiography and fractional flow reserve: a CREDENCE trial substudy

WF Griffin, AD Choi, JS Riess, H Marques… - Cardiovascular …, 2023 - jacc.org
Background Clinical reads of coronary computed tomography angiography (CTA),
especially by less experienced readers, may result in overestimation of coronary artery …

[HTML][HTML] CT​ evaluation​ by​ artificial​ intelligence​ for​ atherosclerosis, stenosis and vascular​ morphology​(CLARIFY):​ a​ multi-center, international study

AD Choi, H Marques, V Kumar, WF Griffin… - Journal of …, 2021 - Elsevier
Background Atherosclerosis evaluation by coronary computed tomography angiography
(CCTA) is promising for coronary artery disease (CAD) risk stratification, but time consuming …

Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review

M Jafari, A Shoeibi, M Khodatars, N Ghassemi… - Computers in Biology …, 2023 - Elsevier
In recent years, cardiovascular diseases (CVDs) have become one of the leading causes of
mortality globally. At early stages, CVDs appear with minor symptoms and progressively get …

Artificial intelligence-based traffic flow prediction: a comprehensive review

SA Sayed, Y Abdel-Hamid, HA Hefny - Journal of Electrical Systems and …, 2023 - Springer
The expansion of the Internet of Things has resulted in new creative solutions, such as smart
cities, that have made our lives more productive, convenient, and intelligent. The core of …

Deep learning for detecting and locating myocardial infarction by electrocardiogram: A literature review

P ** of cardiovascular disease
EK Oikonomou, M Siddique… - Cardiovascular …, 2020 - academic.oup.com
Rapid technological advances in non-invasive imaging, coupled with the availability of large
data sets and the expansion of computational models and power, have revolutionized the …