A Probabilistic Model for COPD Diagnosis and Phenotyping Using Bayesian Networks

• Main Authors: Leila Shahmoradi (Author), Amos Otieno Olwendo (Author), Hussein Arab-Alibeik (Author), Khosrow Agin (Author), sougand setareh (Author)
• Format: Book
• Published: Shahid Sadoughi University of Medical Sciences, 2017-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction: This research was meant to provide a model for COPD diagnosis and to classify the cases into phenotypes; General COPD, Chronic bronchitis, Emphysema, and the Asthmatic COPD using a Bayesian Network (BN). Methods: The model was constructed through developing the Bayesian Network structu...