DocumentCode
3017468
Title
An interactive system for computer-aided retinal image analysis
Author
Donohoe, Gregory W. ; Nemeth, Sheila ; Soliz, Peter
Author_Institution
Dept. of Electr. & Comput. Eng., New Mexico Univ., Albuquerque, NM, USA
fYear
1999
fDate
1999
Firstpage
184
Lastpage
189
Abstract
This paper presents a interactive system for analyzing images of the ocular fundus to defect and quantify lesions associated with retinal diseases such as age-related maculopathy and diabetic retinopathy. Using inexpensive WindowsTM technology, the system combines low-level pattern recognition with a graphical user interface to facilitate interactive segmentation and labelling of fundus images, and calculate and report the location, size and shape of each lesion. The user always has the option to override the program´s decisions in order ensure a correct analysis. The system was tested in two small pilot studies, one for analyzing drusen in age-related maculopathy patients, and the other to measure neovascularization associated with diabetic retinopathy
Keywords
eye; graphical user interfaces; image recognition; image segmentation; interactive systems; medical image processing; computer-aided analysis; diabetic retinopathy; graphical user interface; image labelling; image segmentation; interactive system; maculopathy; neovascularization; ocular fundus; pattern recognition; retinal diseases; retinal image; Diabetes; Diseases; Graphical user interfaces; Image analysis; Image segmentation; Interactive systems; Lesions; Pattern recognition; Retina; Retinopathy;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 1999. Proceedings. 12th IEEE Symposium on
Conference_Location
Stamford, CT
ISSN
1063-7125
Print_ISBN
0-7695-0234-2
Type
conf
DOI
10.1109/CBMS.1999.781268
Filename
781268
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