Asthma pushes energy to higher frequencies, pneumonia stays lower — roll-off feature separates them.
#SpectralRolloff #Asthma #Pneumonia #AI
spectral rolloff asthma, pneumonia spectral analysis, energy spread lung sounds
In this video, I break down the IEEE research paper:
“Spectral Analysis of Lung Sounds for Classification of Asthma and Pneumonia Wheezing”
📍 Published at the IEEE International Conference on Electrical, Communication, and Computer Engineering (ICECCE), Istanbul, Turkey
💻 Code Implementations:
Github : https://github.com/mishaurooj/spectral-lungsound-classification
Kaggle:
1. https://www.kaggle.com/code/mishauroojkhan/1-spectralpaer-preprocessing/
2. https://www.kaggle.com/code/crdkhan/2-spectralpaper-feature-extraction/
3. https://www.kaggle.com/code/crdkhan/3-spectralpaper-classification/
🔗 IEEE Paper: https://ieeexplore.ieee.org/document/9179417
🔗 IEEE Paper Explained: https://youtu.be/OxTxGVey2xc
Conference Location: Istanbul, Turkey
Asthma & Pneumonia Wheeze Classification Using Machine Learning Episode 2 Part 32
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