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基于转移学习的心脏声检测在声心图信号使用光谱图

Pratibha Dohare1, Unmesh Shukla2, Diptadeep Bhattacharjee3

  • 1Cluster Innovation Centre, University of Delhi, Delhi, India.

Computer methods in biomechanics and biomedical engineering
|December 2, 2025
PubMed
概括

这项研究通过使用转移学习在心电图 (PCG) 信号中增强了心脏声检测. 连续波形变换 (CWT) 谱图和VGG19模型的最佳组合实现了89.44%的准确性.

关键词:
心脏声音分类心脏声音分类机器学习是机器学习.声心电图 (PHO) 是一种心电图.频谱图是指光谱图中的光谱.转移学习转移学习

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