A Probabilistic Model for COPD Diagnosis and Phenotyping Using Bayesian Networks

A Probabilistic Model for COPD Diagnosis and Phenotyping Using Bayesian Networks

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 struct...

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Bibliographic Details
Main Authors: Leila Shahmoradi, Amos Otieno Olwendo, Hussein Arab-Alibeik, Khosrow Agin, sougand setareh
Format: Article
Language:English
Published: Shahid Sadoughi University of Medical Sciences 2017-02-01
Series:Journal of Community Health Research
Subjects:
Bayesian networks
COPD Diagnosis
COPD Phenotypes
Noisy-OR CPD
Online Access:http://jhr.ssu.ac.ir/browse.php?a_code=A-10-1167-1&slc_lang=en&sid=1

Internet

http://jhr.ssu.ac.ir/browse.php?a_code=A-10-1167-1&slc_lang=en&sid=1

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