Segmentation of Type II Diabetic Patient’s Retinal Blood Vessel to Diagnose Diabetic Retinopathy

2019 ◽  
pp. 153-160
Author(s):  
T. Jemima Jebaseeli ◽  
C. Anand Deva Durai ◽  
J. Dinesh Peter
Keyword(s):  
Diabetic Retinopathy ◽  
Blood Vessel ◽  
Type Ii ◽  
Retinal Blood Vessel

scholarly journals Modified Curvature-based Trigonometric Identities for Retinal Blood Vessel Tortuosity Measurement in Diabetic Retinopathy Fundus Images

2018 ◽  
Vol 7 (4.11) ◽  
pp. 133
Author(s):  
N. Badariah A. Mustafa ◽  
W. Mimi Diyana W. Zaki ◽  
Aini Hussain ◽  
Jemaima Che Hamzah
Keyword(s):  
Diabetic Retinopathy ◽  
Blood Vessel ◽  
False Negative ◽  
False Negative Rate ◽  
Fundus Images ◽  
Current Clinical Practice ◽  
Clinical Experiences ◽  
Retinal Blood Vessel ◽  
Specific Standard ◽  
Vessel Curvature

In current clinical practice, there is no specific standard and grading system that can be used to measure the behaviour of the retinal blood vessel curvature. The retinal blood vessel curvature is measured based on clinical experiences. It is very subjective and inconsistent to describe the presence of tortuosity in fundus images. Thus, this paper aims to measure the tortuosity of retinal blood vessel using curvature-based method and investigate its relationship with diabetic retinopathy (DR) disease. The proposed tortuosity measures have been tested on 43 fundus images belonging to patients who have been diagnosed with DR disease and validated by two clinical experts from our collaborative hospital. On average, the proposed algorithm achieved 90.7% (accuracy), 98.72% (sensitivity) and 9.3% (false negative rate), that shows significant tortuosity presence in diabetic retinopathy fundus images. 

scholarly journals Retinal Blood Vessel and Optic Disc Segmentation

2019 ◽  
Vol 8 (2) ◽  
pp. 833-838
Keyword(s):  
Diabetic Retinopathy ◽  
Blood Vessel ◽  
Optic Disc ◽  
Diabetic Patients ◽  
Retinal Vessels ◽  
Retinal Blood Vessel ◽  
Computerized Screening ◽  
Retinal Fundus

Diabetic Retinopathy (DR) is a main source of vision misfortune in diabetic patients. DR is a predominantly caused because of the harm caused in retinal veins of a diabetic patients. It is fundamental to recognize and fragment their tinal veins for DR identification and determination, which avoids prior vision misfortune in diabetic patients. The PC helped programmed discovery and division of veins through the end of optic location district in Retina. Optic Disc (OD) discovery is a principle step while creating computerized screening framework for diabetic retinopathy. This is a technique to naturally recognize the situation of the OD in advanced retinal fundus pictures. The strategy begins by normalizing glow and difference all through the picture utilizing brightening evening out and versatile histogram balance techniques individually. The OD recognition calculation depends on coordinating the normal directional example of the retinal veins. Henceforth, a straightforward coordinated channel is proposed to generally coordinate the headings of the vessels at the OD region. The retinal vessels are portioned utilizing a basic and standard 2-D Gaussian coordinated channel.

Early diabetic retinopathy diagnosis based on local retinal blood vessel analysis in optical coherence tomography angiography (OCTA) images

2018 ◽  
Vol 45 (10) ◽  
pp. 4582-4599 ◽  
Author(s):  
Nabila Eladawi ◽  
Mohammed Elmogy ◽  
Fahmi Khalifa ◽  
Mohammed Ghazal ◽  
Nicola Ghazi ◽  
...  
Keyword(s):  
Optical Coherence Tomography ◽  
Diabetic Retinopathy ◽  
Blood Vessel ◽  
Optical Coherence Tomography Angiography ◽  
Optical Coherence ◽  
Retinal Blood Vessel
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