A Novel Heart Disease Classification Algorithm Based on Fourier Transform and Persistent Homology

Yin Ni,Fupeng Sun,Yihao Luo,Zhengrui Xiang,Huafei Sun

2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA)（2022）

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摘要

Classification and prediction of heart disease is a significant problem to realize medical treatment and life protection. In this paper, persistent homology is involved to analyze electrocardiograms and a novel heart disease classification method is proposed. Each electrocardiogram becomes a point cloud by sliding windows and fast Fourier transform embedding. The obtained point cloud reveals perio...

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关键词

Heart,Point cloud compression,Electrical engineering,Fast Fourier transforms,Medical treatment,Feature extraction,Stability analysis

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