Academic Background and Problem Statement Respiratory diseases impose a significant burden on healthcare systems globally. Although existing pulmonary function tests (such as conventional spirometry) aid in disease diagnosis and monitoring, these methods are relatively insensitive in detecting early-stage diseases and cannot provide information on ...