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Updated: Jan 10, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

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Published on: September 19, 2025

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深度学习驱动的呼吸系统疾病的早期诊断,使用肺声数据上的CNN-RNN融合

Thulasi Bikku1, Satya Sree K P N V2, Srinivasarao Thota3

  • 1Department of Computer Science and Engineering, Amrita School of Computing Amaravati, Amrita Vishwa Vidyapeetham, Amaravati, Andhra Pradesh, 522503, India. b_thulasi@av.amrita.edu.

Scientific reports
|November 25, 2025
PubMed
概括

这项研究介绍了用于肺声音分析的深度学习算法,有效检测肺炎,喘和COPD等呼吸道疾病. 该模型实现了高精度,为早期疾病诊断提供了有前途的工具.

关键词:
声和喘息的声和声.深度学习是一种深度学习.疾病检测检测疾病检测肺部声音分析 肺部声音分析医学成像医学成像肺部诊断 肺部诊断 肺部诊断呼吸道疾病 呼吸道疾病

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