A Study on Hepatitis Disease Diagnosis Using Probabilistic Neural Network

Bascil M. S., Oztekin H.

JOURNAL OF MEDICAL SYSTEMS, cilt.36, sa.3, ss.1603-1606, 2012 (SCI-Expanded) identifier identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 36 Sayı: 3
  • Basım Tarihi: 2012
  • Doi Numarası: 10.1007/s10916-010-9621-x
  • Dergi Adı: JOURNAL OF MEDICAL SYSTEMS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1603-1606
  • Yozgat Bozok Üniversitesi Adresli: Evet

Özet

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.