Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Respiratory sound classification is an important tool for remote screening of respiratory-related diseases such as pneumonia, asthma, and COVID-19.To facilitate the interpretability of classification results, especially ones based on deep learning, many explanation methods have been proposed using prototypes.However, existing explanation techniques often assume that the data is non-biased and …