A forced cough sound based pulmonary function assessment method by using machine learning

• Main Authors: Wenlong Xu (Author), Guoqiang He (Author), Chen Pan (Author), Dan Shen (Author), Ning Zhang (Author), Peirong Jiang (Author), Feng Liu (Author), Jingjing Chen (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Pulmonary function testing (PFT) has important clinical value for the early detection of lung diseases, assessment of the disease severity, causes identification of dyspnea, and monitoring of critical patients. However, traditional PFT can only be carried out in a hospital environment, and it is cha...