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Leveraging fuzzy embedded wavelet neural network with multi-criteria decision-making approach for coronary artery disease prediction using biomedical data.

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第一作者： Mahmoud,Ragab

第一单位： Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia. mragab@kau.edu.sa.

作者： Mahmoud,Ragab ^[1] ; Sami Saeed,Binyamin ^[2] ; Wajdi,Alghamdi ^[3] ; Turki,Althaqafi ^[4] ; Fatmah Yousef,Assiri ^[5] ; Mohammed Khaled,Al-Hanawi ^[6] ; Abdullah Al-Malaise,Al-Ghamdi ^[7]

作者单位： Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia. mragab@kau.edu.sa. ^[1] Computer and Information Technology Department, The Applied College, King Abdulaziz University, Jeddah, Saudi Arabia. ^[2] Information Technology Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia. ^[3] Computer Science Department, School of Engineering, Computing and Design, Dar Al-Hekma University, Jeddah, Saudi Arabia. ^[4] Software Engineering Department, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia. ^[5] Health Services and Hospitals Administration Department, Faculty of Economics and Administration, King Abdulaziz University, Jeddah, Saudi Arabia. ^[6] Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia.;Information Systems Department, School of Engineering, Computing and Design, Dar Al- Hekma University, Jeddah, Saudi Arabia. ^[7]

关键词 Biomedical Data Coronary artery disease Feature selection Fuzzy wavelet neural network Hyperparameter tuning Multi-criteria decision making

医学主题词冠状动脉疾病(Coronary Artery Disease);人类(Humans);模糊逻辑(Fuzzy Logic);算法(Algorithms);决策(Decision Making);小波分析(Wavelet Analysis)

DOI 10.1038/s41598-024-82019-0

PMID 39730749

发布时间 2025-01-04

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准确一般字义偏差语意偏离译文作用小提交