Recent development on detection methods for the diagnosis of diabetic retinopathy

I Qureshi, J Ma, Q Abbas - Symmetry, 2019 - mdpi.com
Diabetic retinopathy (DR) is a complication of diabetes that exists throughout the world. DR
occurs due to a high ratio of glucose in the blood, which causes alterations in the retinal …

Review on diabetic retinopathy with deep learning methods

S Shekar, N Satpute, A Gupta - Journal of Medical Imaging, 2021 - spiedigitallibrary.org
Purpose: The purpose of our review paper is to examine many existing works of literature
presenting the different methods utilized for diabetic retinopathy (DR) recognition employing …

Fundus image quality enhancement for blood vessel detection via a neural network using CLAHE and Wiener filter

JCM dos Santos, GA Carrijo… - Research on biomedical …, 2020 - Springer
Purpose Blood vessel segmentation is the most important step for detecting changes in
retinal vascular structures in retinal images. While these images are widely used in clinical …

Deep learning approach for automatic microaneurysms detection

M Mateen, TS Malik, S Hayat, M Hameed, S Sun… - Sensors, 2022 - mdpi.com
In diabetic retinopathy (DR), the early signs that may lead the eyesight towards complete
vision loss are considered as microaneurysms (MAs). The shape of these MAs is almost …

AOSLO-net: a deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscopy images

Q Zhang, K Sampani, M Xu, S Cai… - … Vision Science & …, 2022 - tvst.arvojournals.org
Purpose: Accurate segmentation of microaneurysms (MAs) from adaptive optics scanning
laser ophthalmoscopy (AOSLO) images is crucial for identifying MA morphologies and …

Performance analysis of diabetic retinopathy detection using fuzzy entropy multi-level thresholding

MSA Qaid, SN Basah, H Yazid, MHM Som… - Measurement, 2023 - Elsevier
Diabetic Retinopathy (DR) is one of the major causes of blindness. Many DR detection
systems were developed to segment and determine the type and number of lesions that …

Automatic detection of microaneurysms in OCT images using bag of features

ES Kazeminasab, R Almasi… - … Methods in Medicine, 2022 - Wiley Online Library
Diabetic retinopathy (DR) caused by diabetes occurs as a result of changes in the retinal
vessels and causes visual impairment. Microaneurysms (MAs) are the early clinical signs of …

A multi-modal fundus image based auxiliary location method of lesion boundary for guiding the layout of laser spot in central serous chorioretinopathy therapy

J Xu, J Shen, Q Jiang, C Wan, F Zhou, S Zhang… - Computers in Biology …, 2023 - Elsevier
The lesion boundary of central serous chorioretinopathy (CSCR) is the guarantee to guide
the ophthalmologist to accurately arrange the laser spots, so as to enable this …

Morphological approach for Retinal Microaneurysm detection

P Manohar, V Singh - 2018 Second International Conference …, 2018 - ieeexplore.ieee.org
Diabetic Retinopathy is an end-stage micro vascular complication of Diabetes where the
retina is impaired as a result of fluids exuding out of blood pathways into the retina. Image …

[PDF][PDF] Detection of Diabetic Retinopathy: A Survey

NA Panchal, DDG Thakore… - Int. J. Res. Appl. Sci. Eng …, 2018 - researchgate.net
Diabetic Retinopathy (DR) is a severe condition for the diabetic patient in their eye ailment.
This issue can be detected from the retinal fundus image. Microaneurysms (MAs) …