A Study on Hepatitis Disease Diagnosis Using Probabilistic Neural Network

Bascil M. S., Oztekin H.

JOURNAL OF MEDICAL SYSTEMS, vol.36, no.3, pp.1603-1606, 2012 (SCI-Expanded) identifier identifier identifier

  • Publication Type: Article / Article
  • Volume: 36 Issue: 3
  • Publication Date: 2012
  • Doi Number: 10.1007/s10916-010-9621-x
  • Journal Name: JOURNAL OF MEDICAL SYSTEMS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.1603-1606
  • Yozgat Bozok University Affiliated: Yes

Abstract

Hepatitis is a major public health problem all around the world. Hepatitis disease diagnosis via proper interpretation of the hepatitis data is an important classification problem. In this study, a comparative hepatitis disease diagnosis study was realized. For this purpose, a probabilistic neural network structure was used. The results of the study were compared with the results of the previous studies reported focusing on hepatitis disease diagnosis and using same UCI machine learning database.