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Updated: Jan 11, 2026

Semi-automated Optical Heartbeat Analysis of Small Hearts
12:10

Semi-automated Optical Heartbeat Analysis of Small Hearts

Published on: September 16, 2009

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使用MFCC和轻量级卷积神经网络进行强大的心脏声音分析

Aliya Hasan1, Mohammad Karim1

  • 1Department of Electrical and Computer EngineeringUniversity of Massachusetts Dartmouth Dartmouth MA 02747 USA.

IEEE open journal of engineering in medicine and biology
|November 12, 2025
PubMed
概括

本研究引入了使用卷积神经网络 (CNN) 的自动心声分类模型. 该MFCC-CNN框架准确地识别了各种心脏疾病,有助于早期心脏查.

关键词:
听是一种听觉.卷积神经网络 (CNN) 是一种神经网络.深度学习是一种深度学习.心脏病 疾病 心脏病 疾病梅尔-频率塞普斯特拉尔系数

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Gallops:
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