Title :
Development of computer-aided diagnosis system for early diabetic retinopathy based on micro aneurysms detection from retinal images
Author :
Simandjuntak, Rumano A. ; Suksmono, Andriyan B. ; Mengko, Tati L R ; Sovani, Iwan
Author_Institution :
Imaging & Image Process. Res. Group, Inst. Teknologi Bandung, Indonesia
Abstract :
As a complication of diabetes, diabetic retinopathy can be a serious threat to visual capability of patients. The occurrence of micro aneurysms is the first clinical symptom of such disease. Accordingly, micro aneurysms detection is of use to help ophthalmologist in diagnosing and treat patients. This paper proposes a development of a computer-aided system which detects the presence of micro aneurysms from retinal fundus images. The proposed system is expected to provide an early detection for diabetic retinopathy based on micro aneurysms. We present a preliminary design and the current progress of our work which is still under development. A preliminary evaluation on acquired retinal images shows encouraging results.
Keywords :
blood vessels; diseases; eye; medical image processing; vision defects; computer-aided diagnosis system; disease; early diabetic retinopathy; macula; matched filter; microaneurysm detection; optic disk; patient diagnosis; patient treatment; retinal fundus images; visual capability; Aneurysm; Biomedical imaging; Blood vessels; Computer aided diagnosis; Diabetes; Diseases; Medical treatment; Microwave imaging; Retina; Retinopathy;
Conference_Titel :
Enterprise networking and Computing in Healthcare Industry, 2005. HEALTHCOM 2005. Proceedings of 7th International Workshop on
Print_ISBN :
0-7803-8940-9
DOI :
10.1109/HEALTH.2005.1500482