SOTAVerified

Lung Sound Classification

ICBHI-2017 dataset based lung sound classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–15 of 15 papers

TitleStatusHype
Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks—0
A Lightweight CNN Model for Detecting Respiratory Diseases from Lung Auscultation Sounds using EMD-CWT-based Hybrid ScalogramCode0
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation—0
Respiratory diseases recognition through respiratory sound with the help of deep neural networkCode1
LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning AlgorithmCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RDLINetAccurcay 99.6—Unverified
2Lightweight CNNAccurcay 98.7—Unverified
3GRUAccurcay 95.7—Unverified