Classification of Pulmonary Diseases Based on Impulse Oscillometric Measurements of Lung Function Using Neural Networks

  title={Classification of Pulmonary Diseases Based on Impulse Oscillometric Measurements of Lung Function Using Neural Networks},
  author={Meetesh Barua and Homer Nazeran and P. Nava and V{\'i}ctor Granda and Bill Diong},
  journal={The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
Central and peripheral airflow obstructions frequently occur in patients with chronic obstructive lung disease or asthma and may have different pathophysiological mechanisms of obstruction and require different therapeutic inte rventions. Impulse oscillometry (IOS) is a patient-friendly method for studying respiratory function in health and disease. The enormous variety of patterns and the high degree of variability in the measured lung function parameters has made the automated diagnosis of… CONTINUE READING


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