Coronary Artery Disease Detection Model Based on Class Balancing Methods and LightGBM Algorithm

Coronary artery disease (CAD) is a disease with high mortality and disability. By 2019, there were 197 million CAD patients in the world. Additionally, the number of disability-adjusted life years (DALYs) owing to CAD reached 182 million. It is widely known that the early and accurate diagnosis of C...

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Main Authors: Shasha Zhang, Yuyu Yuan, Zhonghua Yao, Jincui Yang, Xinyan Wang, Jianwei Tian
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2022-05-01
Serija:Electronics
Teme:
cardiovascular disease
coronary artery disease
lightGBM
logistic regression
class balance
feature combination
Online dostop:https://www.mdpi.com/2079-9292/11/9/1495
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