Convolutional neural network (CNN)-based chronic obstructive pulmonary disease (COPD) diagnosis and staging using sin ...

A great deal can be learned about the lungs' mechanical properties from measurements of forced maximal expiration and inspiration. The spirometer (built-in 1846 by Hutchinson) measures ventilatory ...