Deep learning-based lung sound analysis for intelligent stethoscope

Dong-Min Huang; Jia Huang; Kun Qiao; Nan-Shan Zhong; Hong-Zhou Lu; Wen-Jin Wang

doi:10.1186/s40779-023-00479-3

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Deep learning-based lung sound analysis for intelligent stethoscope

REVIEW | Updated：2025-12-13

- Deep learning-based lung sound analysis for intelligent stethoscope
- Deep learning-based lung sound analysis for intelligent stethoscope
- “利用深度学习算法的数字听诊器正在彻底改变肺部声音分析，解决传统听诊器的局限性，并为智能远程医疗诊断铺平道路。专家研究人员已经建立了基于深度学习的肺音分析系统的全面概述，该系统为克服设备多样性、噪声敏感性和模型可解释性方面的挑战提供了解决方案。”
- MMR 2024年11卷第4期页码：567-588
- Affiliations：
  
  1.Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen 518055, Guangdong, China
  2.The Third People’s Hospital of Shenzhen, Shenzhen 518112, Guangdong, China
  3.Guangzhou Institute of Respiratory Health, China State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
- Author bio：
  
  *nanshan@vip.163.com;
  luhongzhou@fudan.edu.cn;
  wangwj3@sustech.edu.cn
- Funds：
  
  This work is supported by the National Key Research and Development Program of China(2022YFC2407800);the General Program of National Natural Science Foundation of China(62271241);the Guangdong Basic and Applied Basic Research Foundation(2023A1515012983);the Shenzhen Fundamental Research Program(JCYJ20220530112601003)
- DOI：10.1186/s40779-023-00479-3
  中图分类号：
- 纸质出版：2024-08
- Accepted：
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Deep learning-based lung sound analysis for intelligent stethoscope[J]. MMR, 2024,11(4):567-588.

Dong-Min Huang, Jia Huang, Kun Qiao, et al. Deep learning-based lung sound analysis for intelligent stethoscope[J]. Military Medical Research, 2024, 11(4): 567-588.
Deep learning-based lung sound analysis for intelligent stethoscope[J]. MMR, 2024,11(4):567-588. DOI： 10.1186/s40779-023-00479-3.

Dong-Min Huang, Jia Huang, Kun Qiao, et al. Deep learning-based lung sound analysis for intelligent stethoscope[J]. Military Medical Research, 2024, 11(4): 567-588. DOI： 10.1186/s40779-023-00479-3.

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Deep learning-based lung sound analysis for intelligent stethoscope

Deep learning-based lung sound analysis for intelligent stethoscope

DOI：10.1186/s40779-023-00479-3