Productive and Non-Productive Cough Classification Using Biologically Inspired Techniques

• Published in: IEEE access Vol. 10; p. 1
• Main Author: Sharan, Roneel V.
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Classification; Cochleagram; Convolutional neural networks; Cough; cough sound; COVID-19; data augmentation; Decision making; Image segmentation; Pulmonary diseases; Recording; Respiratory diseases; Respiratory system; Sensitivity; Smartphones; Sound; Time-frequency analysis; Training

Cough is a common symptom of respiratory diseases and the type of cough, in particular, productive (wet) or non-productive (dry) cough, is an important indicator of the condition of the respiratory system. It is useful in differential diagnosis and in understanding disease progression. However, dete...