CLASSIFICATION OF BREAST MASSES  USING ANFIS-BASED FUZZY  ALGORITHMS: A COMPARATIVE STUDY

Pelin GÖRGEL; Ahmet SERTBAS; Ainura TURUSBEKOVA

Makale detayları

CLASSIFICATION OF BREAST MASSES USING ANFIS-BASED FUZZY ALGORITHMS: A COMPARATIVE STUDY

Yazarlar:

Pelin GÖRGEL | Ahmet SERTBAS | Ainura TURUSBEKOVA

Yayıncı:

İstanbul University-Cerrahpasa

Dergi:

IU-Journal of Electrical & Electronics Engineering 2013 Vol.13 Issue 1, pp.1605-1611

Belge Tipi:

Makale

Yayın Tarihi:

9/2013

Belge Dili:

İngilizce

Document ID (Org No.):

2000778182

Sıklık:

İki Yıllık

eISSN:

2619-9831

Özet:

 

This study aims to produce a diagnosis system for breast masses related to breast cancer. The dataset consisting of 60 digital mammograms is acquired from Istanbul University Faculty of Medicine Hospital. 78 masses in the mammograms are extracted manually for this study by the experts. It is a fuzzy based comperative study of malignant-benign classification for breast masses which has the accuracy of 74.36% with k-means and 93.75% with ANFIS based fuzzy c-means and subtractive clustering.

Makale detayları

CLASSIFICATION OF BREAST MASSES USING ANFIS-BASED FUZZY ALGORITHMS: A COMPARATIVE STUDY

Yazarlar: Pelin GÖRGEL | Ahmet SERTBAS | Ainura TURUSBEKOVA

Yayıncı: İstanbul University-Cerrahpasa

Dergi: IU-Journal of Electrical & Electronics Engineering 2013 Vol.13 Issue 1, pp.1605-1611

Belge Tipi: Makale

Yayın Tarihi: 9/2013

Belge Dili: İngilizce

Document ID (Org No.): 2000778182

Sıklık: İki Yıllık

eISSN: 2619-9831

Sayı

Yazarlar:

Pelin GÖRGEL | Ahmet SERTBAS | Ainura TURUSBEKOVA

Yayıncı:

İstanbul University-Cerrahpasa

Dergi:

IU-Journal of Electrical & Electronics Engineering 2013 Vol.13 Issue 1, pp.1605-1611

Belge Tipi:

Makale

Yayın Tarihi:

9/2013

Belge Dili:

İngilizce

Document ID (Org No.):

2000778182

Sıklık:

İki Yıllık

eISSN:

2619-9831