Early diagnosis of esophageal varices using Boosted-Naïve Bayes Tree: A multicenter cross-sectional study on chronic hepatitis C patients

Early diagnosis of esophageal varices using Boosted-Naïve Bayes Tree: A multicenter cross-sectional study on chronic hepatitis C patients

The standard method for diagnosing varices by upper endoscopy is invasive, costly, and has many drawbacks. To overcome these drawbacks, this study aims to build a predictive Esophageal Varices diagnosing model that uses a minimum number of the most significant variables, trying to avoid unneeded end...

Full description

Bibliographic Details
Main Authors: Shimaa M. Abd-Elsalam, Mohamed M. Ezz, Shehab Gamalel-Din, Gamal Esmat, Ahmed Salama, Mahmoud ElHefnawi
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Alternating decision tree
Esophageal varices
Liver cirrhosis
Naïve bayes tree
Boosting ensemble method
Liver disease diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914820305712

Internet

http://www.sciencedirect.com/science/article/pii/S2352914820305712

Similar Items