An Automatic Approach Using ELM Classifier for HFpEF Identification Based on Heart Sound Characteristics.

Heart failure with preserved ejection fraction (HFpEF) is a complex and heterogeneous clinical syndrome. For the purpose of assisting HFpEF diagnosis, a non-invasive method using extreme learning machine and heart sound (HS) characteristics was provided in this paper. Firstly, the improved wavelet d...

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Detalles Bibliográficos
Publicado en:Journal of Medical Systems Vol. 43; no. 9
Autores principales: Liu, Yongmin, Guo, Xingming, Zheng, Yineng
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Sep2019
Acceso en línea:Ver este registro en EBSCOhost