@inproceedings{2092b7661b274e24b31847e9cef36290,
title = "Early detection of masses in digitized mammograms using texture features and neuro-fuzzy model",
abstract = "A neuro-fuzzy model for fast detection of candidate circumscribed masses in digitized mammograms is presented. The breast tissue is scanned using variable window size, for each sub-image co-occurrence matrices in different orientations (θ=0°, 45°, 90° and 135°) are calculated and texture features are estimated for each co-occurrence matrix, then the features are used to train neuro-fuzzy models. The classification results reach 100\% for abnormal cases and 80\% for normal ones.",
keywords = "Mammography, Mass Detection, Neuro-Fuzzy, Texture Analysis",
author = "N. Youssry and Abou-Chadi, \{F. E.Z.\} and El-Sayad, \{A. M.\}",
note = "Publisher Copyright: {\textcopyright} 2003 IEEE.; 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine 2003, ITAB 2003 ; Conference date: 24-04-2003 Through 26-04-2003",
year = "2003",
doi = "10.1109/ITAB.2003.1222517",
language = "English",
series = "Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "226--229",
booktitle = "Conference Proceedings - 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine 2003",
address = "United States",
}