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Development of computer-aided diagnosis system for early diabetic retinopathy based on micro aneurysms detection from retinal images
Simandjuntak R.A.a, Suksmono A.B.a, Mengko T.L.R.a, Sovani I.b,c
a Imaging and Image Processing Research Group, Department of Electrical Engineering, Institut Teknologi Bandung, Indonesia
b Cicendo Eye Hospital, Indonesia
c Bandung Eye Center, Indonesia
[vc_row][vc_column][vc_row_inner][vc_column_inner][vc_separator css=”.vc_custom_1624529070653{padding-top: 30px !important;padding-bottom: 30px !important;}”][/vc_column_inner][/vc_row_inner][vc_row_inner layout=”boxed”][vc_column_inner width=”3/4″ css=”.vc_custom_1624695412187{border-right-width: 1px !important;border-right-color: #dddddd !important;border-right-style: solid !important;border-radius: 1px !important;}”][vc_empty_space][megatron_heading title=”Abstract” size=”size-sm” text_align=”text-left”][vc_column_text]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. © 2005 IEEE.[/vc_column_text][vc_empty_space][vc_separator css=”.vc_custom_1624528584150{padding-top: 25px !important;padding-bottom: 25px !important;}”][vc_empty_space][megatron_heading title=”Author keywords” size=”size-sm” text_align=”text-left”][vc_column_text]Diabetic Retinopathy,Macula,Matched Filters,Micro Aneurysms,Optic Disks,Retinal Fundus Image[/vc_column_text][vc_empty_space][vc_separator css=”.vc_custom_1624528584150{padding-top: 25px !important;padding-bottom: 25px !important;}”][vc_empty_space][megatron_heading title=”Indexed keywords” size=”size-sm” text_align=”text-left”][vc_column_text]Diabetic Retinopathy,Macula,Matched Filter,Micro Aneurysms,Optic Disk,Retinal Fundus Image[/vc_column_text][vc_empty_space][vc_separator css=”.vc_custom_1624528584150{padding-top: 25px !important;padding-bottom: 25px !important;}”][vc_empty_space][megatron_heading title=”Funding details” size=”size-sm” text_align=”text-left”][vc_column_text][/vc_column_text][vc_empty_space][vc_separator css=”.vc_custom_1624528584150{padding-top: 25px !important;padding-bottom: 25px !important;}”][vc_empty_space][megatron_heading title=”DOI” size=”size-sm” text_align=”text-left”][vc_column_text]https://doi.org/10.1109/HEALTH.2005.1500482[/vc_column_text][/vc_column_inner][vc_column_inner width=”1/4″][vc_column_text]Widget Plumx[/vc_column_text][/vc_column_inner][/vc_row_inner][/vc_column][/vc_row][vc_row][vc_column][vc_separator css=”.vc_custom_1624528584150{padding-top: 25px !important;padding-bottom: 25px !important;}”][/vc_column][/vc_row]