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Predicting the presence of hepatitis B virus surface antigen in Chinese patients by pathology data mining

Date

Authors

Shang, Guifang

Richardson, Alice

Gahan, Michelle

Easteal, Simon

Ohms, Stephen J.

Lidbury, Brett

Publisher

John Wiley & Sons, Inc.

Abstract

Hepatitis B virus (HBV) is a pathogen of worldwide health significance, associated with liver disease. A vaccine is available, yet HBV prevalence remains a concern, particularly in developing countries. Pathology laboratories have a primary role in the di

Keywords

Keywords: alanine aminotransferase; alkaline phosphatase; hepatitis B surface antigen; serum albumin; accuracy; alanine aminotransferase blood level; albumin blood level; alkaline phosphatase blood level; area under the curve; article; Chinese; classification; coho Decision tree; Hepatitis B virus; Logistic regression; Machine learning

URI

http://hdl.handle.net/1885/73040

Collections

ANU Research Publications

Source

Journal of Medical Virology

Type

Journal article

DOI

10.1002/jmv.23609

Restricted until

2037-12-31

Downloads

File

Description

01_Shang_Predicting_the_presence_of_2013.pdf (241.86 KB)