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Computer Aided Diagnosis System for Digital Mammography

Name: Computer Aided Diagnosis System for Digital Mammography
Brand: Scholars' Press
SKU: 09361623
Price: 21446 HUF
Availability: InStock
Author: Elmanna Mohamed
ISBN: 9783639763881

Elmanna Mohamed

Kadah Yasser

Language

English

Book Paperback

Libristo code: 09361623

Publishers Scholars' Press, May 2015

Breast cancer is the most common cancer in women worldwide. Computer-aided diagnosis (CAD) has been... Full description

Libristo code: 09361623

141 b

21 446 Ft

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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.