A CAD System for the Detection of Clustered Microcalcification in Digitized Mammogram Film

Hilmi, Noor Aniwati (2007) A CAD System for the Detection of Clustered Microcalcification in Digitized Mammogram Film. [Final Year Project] (Unpublished)

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Abstract

Cluster of microcalcification in mammograms are an important early sign of breast
cancer. This report presents a computer aided diagnosis (CAD) system for the automatic
detection of cluster rnicrocalcifications in digitized mammograms. The main objective of
this study is to present the approach for microcalcifications detection in mammography
image. In literature review author illustrate the techniques used in image processing,
segmentation, feature extraction and neural network in detecting rnicrocalcification. The
proposed system consists of two main steps. First step is image preprocessing and
segmentation in order to improve and enhance the quality of image. Then second step is
feature extraction to analyze the image and conclude whether the case is malignant or
benign. The programming of the project using MATLAB still need to be improved since
it produce the output that did not meet the author expectation especially in feature
extraction.

Item Type: Final Year Project
Subjects: T Technology > T Technology (General)
Departments / MOR / COE: Sciences and Information Technology
Depositing User: Users 2053 not found.
Date Deposited: 24 Oct 2013 14:52
Last Modified: 25 Jan 2017 09:45
URI: http://utpedia.utp.edu.my/id/eprint/9749

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