9783639763881

Computer Aided Diagnosis System for Digital Mammography

Mohamed Elmanna, Yasser Kadah

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ISBN-13:

978-3-639-76388-1

ISBN-10:
3639763882
EAN:
9783639763881
Book language:
English
Blurb/Shorttext:
Breast cancer is the most common cancer in women worldwide. Computer-aided diagnosis (CAD) has been defined as a diagnosis made by a radiologist who uses the output of a computer analysis of the images when making his or her interpretation. In this Book, first a comparison between two image enhancement techniques is done to enhance the peripheral area of the breast region. Then a CAD system is developed for classifying abnormal lesions in mammograms to differentiate between normal regions and mass lesions. The obtained results show acceptable sensitivity and specificity for the system. After that a comparison between two pectoral muscle segmentation techniques is done. Finally we test the 2D auto-regressive modeling in classification of microcalcification.
Publishing house:
Scholars' Press
Website:
http://www.scholars-press.com
By (author) :
Mohamed Elmanna, Yasser Kadah
Number of pages:
108
Published on:
2015-05-04
Stock:
Available
Category:
Technology
Price:
59.90 €
Keywords:
computer aided diagnosis, Peripheral Enhancement, Pectoral muscle segmentation, Autoregressive modeling

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