Respiratory Disease Classification Using Lung Sounds | Machine Learning Projects 2023 2024
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- Опубліковано 5 вер 2024
- Respiratory Disease Classification Using Lung Sounds | Machine Learning Projects 2023 2024
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ABSTRACT
In order to analyze respiratory sounds on a computer, we developed a cost-effective and easy-to-use Algorithm that can be used with any device.
We employed two types of machine learning algorithms; Gammatone cepstrum coefficients features in a Convolutional Neural Network and Since using GTCC and STFC features with a CNN-LSTM algorithm.
We prepared four data sets for CNN-LSTM algorithm to classify respiratory audio: (1) healthy versus pathological classification; (2) rale, rhonchus, and normal sound classification; (3) singular respiratory sound type classification; and (4) audio type classification with all sound types.
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Including Packages
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* Base Paper
* Complete Source Code
* Complete Documentation
* Complete Presentation Slides
* Flow Diagram
* Database File
* Screenshots
* Execution Procedure
* Readme File
* Addons
* Video Tutorials
* Supporting Softwares
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Hello, I have a question: how do you record lung sounds in real-time, and is it possible to record lung sounds on a mobile phone?
please contact us xpertieee@gmail.com
Can the same approach be used for cough sounds instead of lung sounds sir?
Yes you can use that
How can we record respiratory sound for this project.
please contact us on xpertieee@gmail.com
does the dataset contain the csv file or you creat it
yes it contains
nice , how we can access to the ML part code? is this public?
Hai its a paid project you can pay and get the project
How much cost in us$
Its 55 USD. please contact us on xpertieee@gmail.com
Can u send github repository link
hai its a paid project you can purchase via xpertieee@gmail.com
Cost of the project
4000 Rs overall
can i get ml program
Please contact us on xpertieee@gmail.com for more details