Machine learning-assisted prediction of pneumonia based on non-invasive measures

• Main Authors: Clement Yaw Effah (Author), Ruoqi Miao (Author), Emmanuel Kwateng Drokow (Author), Clement Agboyibor (Author), Ruiping Qiao (Author), Yongjun Wu (Author), Lijun Miao (Author), Yanbin Wang (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundPneumonia is an infection of the lungs that is characterized by high morbidity and mortality. The use of machine learning systems to detect respiratory diseases via non-invasive measures such as physical and laboratory parameters is gaining momentum and has been proposed to decrease diagno...