lung-sound-classification

There are 1 repository under lung-sound-classification topic.

GCY / Digital-Stethoscope-for-Heart-and-Lung-sounds
stethoscope heart-sound sd-card digital-stethoscope filter heart disease algorithm lung-disease lung-sound-classification lung-sound covid19 covid-19
Language:C 31
jdcneto / Lung-Sound-Classification
This project is about classifying respiratory sounds using Attention and Vision Transformer on ICBHI dataset..
deep-learning icbhi17 lung-sound-classification vision-transformer
Language:Jupyter Notebook 18
rsarka34 / RDLINet
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
copd deep-learning inception-architecture lightweight-cnn lightweight-framework lung-sound lung-sound-classification respiratory-illnesses respiratory-sounds icbhi-dataset icbhi17
Language:Jupyter Notebook 9
adnanhf / Lung-Sounds-Classification-SAE-SVM
Stacked Autoencoder, Support Vector Machine, Wavelet Transform
lung-sound-classification stacked-autoencoder support-vector-machine wavelet-transform
Language:Python 6
rsarka34 / VGAResNet
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
adjacency-matrix deep-learning graph-signal-processing lung-sound lung-sound-classification resnet respiratory-sounds signal signal-processing visibility-graph copd copd-patients discrete-fourier-transform filter matlab
Language:MATLAB 5
rsarka34 / AsTFSONN
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification (IEEE MeMeA-2024)
asthma asthma-detection asthma-patients lung-sound lung-sound-classification respiratory-sounds memea2023 operational-neural-network fastonn self-onn icbhi-dataset icbhi17 cwlsd-dataset
Language:Jupyter Notebook 2
rsarka34 / Automated-Severity-Detection-Of-Chronic-Obstructive-Pulmonary-Disease-Using-Lung-Sounds
COPD severity grading using lung sounds and machine learning
copd-patients lung-sound lung-sound-classification machine-learning respiratory-sounds t-test variational-mode-decomposition wheeze copd-classification copd-grading
Language:MATLAB 1
michiel-j / ESANN-2025_Adventitious-Lung-Sound-Event-Detection-ICBHI
Code accompanying ESANN 2025 submission "Exploring Model Architectures for Real-Time Lung Sound Event Detection". Dataset used was ICBHI 2017.
cnn cnn-model icbhi-dataset icbhi17 lung-sound-classification convolutional-neural-networks deep-learning respiratory-sounds ast audio-spectrogram-transformer
Language:Python 0
rsarka34 / ILDNet
ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds (IEEE SPCOM-2024)
crackle disease-detection ild interstitial-lung-disease lung-sound-classification residual-learning residual-neural-network respiratory-sounds sinc-cnn bracets-dataset icbhi-score
Language:MATLAB 0
rsarka34 / MHSONN
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)
icbhi17 lung-sound lung-sound-classification copd copd-classification icbhi-dataset respiratory-sounds wheeze cwlsd-dataset fastonn
Language:Jupyter Notebook 0
rsarka34 / Pulmo-TS2ONN
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)
asthma copd icbhi-dataset icbhi17 lung-sound lung-sound-classification pneumonia-detection respiratory-sounds pulmonary-disease
Language:Jupyter Notebook 0