Title :
Design of a MATLAB-based system to aid in the identification and evaluation of breast lesions in mammograms
Author :
D´Angelo, Danielle E. ; Testa, Diane Muratore
Author_Institution :
Western New England Coll, Springfield
Abstract :
The purpose of this project is to design and build a MATLAB-based system to aid in the identification and evaluation of breast lesions in mammograms. A graphical user interface will be created using MATLAB and will require user interaction to crop and enhance the mammography images as the user identifies and evaluates a lesion´s need for further clinical evaluation. The program will allow a user to choose amongst various options to identify and evaluate a lesion based on its properties. Once the lesion´s characteristics are known, the program will output a recommended course of action. To validate that the program is working correctly, test cases have been designed to test all possible combinations of user input. The validation will include mammography images from the McGill University database and from Mercy Medical Center in Springfield, MA. This system could potentially be used as a teaching tool for evaluating mammograms within the Biomedical Engineering Department´s medical imaging courses at Western New England College.
Keywords :
biological organs; biomedical education; computer aided instruction; diagnostic radiography; graphical user interfaces; image enhancement; mammography; mathematics computing; medical diagnostic computing; medical image processing; Biomedical Engineering Department; MATLAB-based system; McGill University database; Mercy Medical Center; Western New England College; breast lesion identification; graphical user interface; image enhancement; mammography images; medical imaging course; teaching tool; user interaction; Biomedical imaging; Breast; Computer languages; Crops; Graphical user interfaces; Image databases; Lesions; MATLAB; Mammography; Testing;
Conference_Titel :
Bioengineering Conference, 2007. NEBC '07. IEEE 33rd Annual Northeast
Conference_Location :
Long Island, NY
Print_ISBN :
978-1-4244-1033-0
Electronic_ISBN :
978-1-4244-1033-0
DOI :
10.1109/NEBC.2007.4413287