most citedCrackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks

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eess.AS2021★ 1 cited

Lung Sound Classification Using Co-tuning and Stochastic Normalization

Truc Nguyen, Franz Pernkopf

In this paper, we use pre-trained ResNet models as backbone architectures for classification of adventitious lung sounds and respiratory diseases. The knowledge of the pre-trained…

eess.AS2021★ 2 cited

Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks

Truc Nguyen, Franz Pernkopf

Large annotated lung sound databases are publicly available and might be used to train algorithms for diagnosis systems. However, it might be a challenge to develop a well-performi…