Browsing Articles by Subject "Cardiovascular disease"

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Cardiovascular Disease Prediction Using Machine Learning Approaches

Islam, Taminul; Vuyia, Adifa; Hasan, Mahadi; Rana, Md Masum (IEEE, 2023-07-22)

As of the release of COVID-19, cardiovascular disease has surpassed all other causes of mortality among both sexes. In most cases, this condition is associated with atherosclerosis and the formation of blood clots. Heart ...
A Comparative Study of Machine Learning Algorithms to Detect Cardiovascular Disease with Feature Selection Method

Ali, Md. Jubier; Das, Badhan Chandra; Saha, Suman; Biswas, Al Amin; Chakraborty, Partha (2022-08-22)

Heart disease is considered one of the calamitous diseases which eventually leads to the death of a human, if not diagnosed earlier. Manually, detecting heart disease needs doing several tests. By analyzing the result of ...
Heart Disease Prediction Using Supervised Machine Learning Algorithms

Ali, Md Mamun; Paul, Bikash Kumar; Ahmed, Kawsar; M.Bui, Francis; Quinn, Julian M.W.; Moni, Mohammad Ali (Computers in Biology and Medicine, 2021)

Machine learning and data mining-based approaches to prediction and detection of heart disease would be of great clinical utility, but are highly challenging to develop. In most countries there is a lack of cardiovascular ...

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