Tumor detection by using Zernike moments on segmented magnetic resonance brain images

Iscan Z., DOKUR Z., OELMEZ T.

EXPERT SYSTEMS WITH APPLICATIONS, cilt.37, sa.3, ss.2540-2549, 2010 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 37 Sayı: 3
  • Basım Tarihi: 2010
  • Doi Numarası: 10.1016/j.eswa.2009.08.003
  • Dergi Adı: EXPERT SYSTEMS WITH APPLICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.2540-2549
  • Anahtar Kelimeler: Brain tumor detection, MR image segmentation, Incremental neural networks, Continuous wavelet transform, Zernike moments, Symmetry axis determination, FUZZY-CONNECTEDNESS, WAVELET TRANSFORM, OBJECT DEFINITION, ALGORITHMS
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

In this study, a novel method is proposed for the detection of tumor in magnetic resonance (MR) brain images. The performance of the novel method is investigated on one phantom and 20 original MR brain images with tumor and 50 normal (healthy) MR brain images.