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Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model
Diabetic Retinopathy is a major cause of vision loss and blindness affecting millions of people across the globe. Although there are established screening methods - fluorescein angiography and optical coherence tomography for detection of the disease but
T. Gadekallu+6 more
semanticscholar +1 more source
Correlation between Serum Sialic Acid Level and frequent risk factors of Diabetic Retinopathy
Background: Diabetic retinopathy is an important complication of diabetes mellitus. It is supposed that elevated sialic acid in diabetes mellitus plays an important role in diabetic retinopathy.
Nada F. Rashid
doaj +1 more source
The purpose of our study was to investigate the relationship between plasma growth differentiation factor-15 (GDF-15) concentrations and diabetic retinopathy in patients with type 2 diabetes mellitus (DM).
Jin Ook Chung+4 more
doaj +1 more source
Usefulness of corneal esthesiometry for screening diabetic retinopathy
OBJECTIVE: To assess the usefulness of corneal esthesiometry for screening diabetic retinopathy. METHODS: A cross-sectional study was carried out comprising 575 patients attending a diabetic retinopathy-screening program in the city of São Paulo. Corneal
Lênio Souza Alvarenga+6 more
doaj +3 more sources
Current and Future Cornea Chip Models for Advancing Ophthalmic Research and Therapeutics
This review analyzes cornea chip technology as an innovative solution to corneal blindness and tissue scarcity. The examination encompasses recent developments in biomaterial design and fabrication methods replicating corneal architecture, highlighting applications in drug screening and disease modeling while addressing key challenges in mimicking ...
Minju Kim+3 more
wiley +1 more source
Background Diabetic retinopathy is the most common microvascular complication of diabetes mellitus on eye and it is the leading cause of visual impairment among productive segment of the population.
Getasew Alemu Mersha+2 more
doaj +2 more sources
Demographics, Awareness and Pattern of Diabetic Retinopathy among Diabetic Patients
Background: Diabetic retinopathy is one of the emerging causes of blindness in developing countries. This study was carried out among diabetic patients to determine the demographics, severity of diabetic retinopathy and also to assess the level of ...
Anjila Basnet+4 more
doaj +1 more source
Diabetic retinopathy is one of the leading causes of blindness in working-age individuals. Diabetic patients with proteinuria or those on dialysis usually present severe forms of diabetic retinopathy, but the association of diabetic retinopathy with ...
M.C. Boelter+7 more
doaj +1 more source
Combining Fine- and Coarse-Grained Classifiers for Diabetic Retinopathy Detection [PDF]
Visual artefacts of early diabetic retinopathy in retinal fundus images are usually small in size, inconspicuous, and scattered all over retina. Detecting diabetic retinopathy requires physicians to look at the whole image and fixate on some specific regions to locate potential biomarkers of the disease.
arxiv +1 more source
Diabetic Retinopathy is the most prevalent cause of avoidable vision impairment, mainly affecting the working-age population in the world. Recent research has given a better understanding of the requirement in clinical eye care practice to identify ...
Prasanna Porwal+6 more
semanticscholar +1 more source