Monitoring and Analysis of Lung sounds for the Diagnosis of Lung Abnormalities

被引:0
|
作者
Menon, K. A. Unnikrishna [1 ]
Drishya, A. [1 ]
Nadarajan, Dilraj [1 ]
机构
[1] Amrita VishwaVidyapeetham, Amrita Ctr Wireless Networks & Applicat, Kollam, India
关键词
FFT; Lung Infections; Auscultation; Remote Monitoring; Adventitious lung sounds; CRACKLES;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Lung infections and lung diseases are common and can be potentially deadly. Hence preventing lung diseases is more mandatory than curing them. Specialist doctors are less available in rural areas compared to urban areas. Thus it has become necessary to develop some method by which people in remote areas can be monitored by specialist doctors who might be far away. This paper proposes a method for preliminary detection of lung infections by analyzing lung sounds obtained by auscultation. To analyze the lung sounds, FFT was calculated and plotted. A number of pre-recorded lung sounds aided the analysis as well. Classification of lung sounds, as normal or adventitious, was done based on the variations observed in the above calculations. This data can be sent wirelessly via GSM/3G to the server in hospital where a specialist doctor can further analyze it for confirmation on lung infection.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Heart sounds separation from lung sounds using independent component analysis
    Pourazad, M. T.
    Moussavi, Z.
    Farahmand, F.
    Ward, R. K.
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 2736 - 2739
  • [32] Visualization of Lung Sounds Based on Multilevel Wavelet Analysis
    Gorshkov Y.G.
    Scientific Visualization, 2022, 14 (02): : 18 - 26
  • [33] Computer Analysis of the Lung Sounds of Interstitial Pneumonia Patients
    He, Qing-Hua
    Hong, Xin
    Yin, Jun
    Bi, Yu-Tian
    2016 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SECURITY (CSIS 2016), 2016, : 77 - 82
  • [34] QUANTIFICATION OF HEART SOUNDS INTERFERENCE WITH LUNG SOUNDS
    IYER, VK
    RAMAMOORTHY, PA
    PLOYSONGSANG, Y
    JOURNAL OF BIOMEDICAL ENGINEERING, 1989, 11 (02): : 164 - 165
  • [35] DEEP LEARNING FOR COPD ANALYSIS USING LUNG SOUNDS
    Allahverdi, Novruz
    Altan, Gokhan
    Kutlu, Yakup
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON CONTROL AND OPTIMIZATION WITH INDUSTRIAL APPLICATIONS, VOL II, 2018, : 74 - 76
  • [36] Heart sounds interference cancellation in lung sounds
    Charleston-Villalobos, S.
    Dominguez-Robert, L. F.
    Gonzalez-Camarena, R.
    Aljama-Corrales, A. T.
    2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 3925 - +
  • [37] SPATIAL MONITORING OF LUNG ABNORMALITIES IN CF WITH A PROBABILISTIC LIBRARY OF MRI MEASURES OF LUNG WATER DENSITY
    Theilmann, R. J.
    Elliott, A. R.
    Kubo, K.
    Darquenne, C.
    Conrad, D. J.
    PEDIATRIC PULMONOLOGY, 2016, 51 : 298 - 298
  • [38] Diagnosis of lung pathologies by two-channel processing of breath sounds
    Makarenkov, A.P.
    Rudnitskij, A.G.
    Akusticheskij Zhurnal, 1994, 41 (02): : 272 - 277
  • [39] Contrastive learning of heart and lung sounds for label-efficient diagnosis
    Soni, Pratham N.
    Shi, Siyu
    Sriram, Pranav R.
    Ng, Andrew Y.
    Rajpurkar, Pranav
    PATTERNS, 2022, 3 (01):
  • [40] DIAGNOSIS OF LUNG PATHOLOGIES BY 2-CHANNEL PROCESSING OF BREATHING SOUNDS
    MAKARENKOV, AP
    RUDNITSKII, AG
    ACOUSTICAL PHYSICS, 1995, 41 (02) : 234 - 238