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
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;
Conference_Titel :
Computer-Based Medical Systems, 1999. Proceedings. 12th IEEE Symposium on
Conference_Location :
Stamford, CT
Print_ISBN :
0-7695-0234-2
DOI :
10.1109/CBMS.1999.781268