Prediction of fractional flow reserve with enhanced ant lion optimized support vector machine

Prediction of fractional flow reserve with enhanced ant lion optimized support vector machine

The evaluation of coronary morphology provides important guidance for the treatment of coronary heart disease (CHD). A chaotic Gaussian mutation antlion optimizer algorithm (CGALO) is proposed in the paper, and it is combined with SVM to construct a classification prediction model for Fractional flo...

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Bibliographic Details
Main Authors: Haoxuan Lu, Li Huang, Yanqing Xie, Zhong Zhou, Hanbin Cui, Sheng Jing, Zhuo Yang, Decai Zhu, Shiqi Wang, Donggang Bao, Guoxi Liang, Zhennao Cai, Huiling Chen, Wenming He
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Heliyon
Subjects:
Coronary heart disease
Fractional flow reserve
Ant lion optimizer
Global optimization
Support vector machine
Feature selection
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023060401

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http://www.sciencedirect.com/science/article/pii/S2405844023060401

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