Performance evaluation of lung sounds classification using deep learning under variable parameters

EURASIP Journal on Advances in Signal Processing

Table 2 Summary of studies conducted on lung sounds classification

Dataset	Classification model	Features	Refs.
ICBHI 2017	Deep learning	Spectrogram mel-spectrogram scalogram, etc.	[12, 28,29,30,31,32,33]
		MFCCs	[34,35,36]
		Both the above	[37, 38]
	Machine learning	Spectrogram mel-spectrogram scalogram, etc.	[39, 40]
	Machine learning	MFCCs	[41]
Respiratory Database@TR	Deep learning	Spectrogram	[27, 42]
	Deep learning	Time-domain features	[43, 44]
	Machine learning	Empirical wavelet transform	[45]