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Classification and segmentation of diabetic retinopathy: a systemic review
Diabetic retinopathy (DR) is a major reason of blindness around the world. The
ophthalmologist manually analyzes the morphological alterations in veins of retina, and …
ophthalmologist manually analyzes the morphological alterations in veins of retina, and …
AI-based automatic detection and classification of diabetic retinopathy using U-Net and deep learning
A Bilal, L Zhu, A Deng, H Lu, N Wu - Symmetry, 2022 - mdpi.com
Artificial intelligence is widely applied to automate Diabetic retinopathy diagnosis. Diabetes-
related retinal vascular disease is one of the world's most common leading causes of …
related retinal vascular disease is one of the world's most common leading causes of …
The need for artificial intelligence based risk factor analysis for age-related macular degeneration: a review
In epidemiology, a risk factor is a variable associated with increased disease risk.
Understanding the role of risk factors is significant for develo** a strategy to improve …
Understanding the role of risk factors is significant for develo** a strategy to improve …
IGWO-IVNet3: DL-based automatic diagnosis of lung nodules using an improved gray wolf optimization and InceptionNet-V3
Artificial intelligence plays an essential role in diagnosing lung cancer. Lung cancer is
notoriously difficult to diagnose until it has progressed to a late stage, making it a leading …
notoriously difficult to diagnose until it has progressed to a late stage, making it a leading …
Artificial humming bird optimization–based hybrid CNN-RNN for accurate exudate classification from fundus images
Diabetic retinopathy is the predominant cause of visual impairment in diabetes patients. The
early detection process can prevent diabetes patients from severe situations. The …
early detection process can prevent diabetes patients from severe situations. The …
EdgeSVDNet: 5G-enabled detection and classification of vision-threatening diabetic retinopathy in retinal fundus images
The rise of vision-threatening diabetic retinopathy (VTDR) underscores the imperative for
advanced and efficient early detection mechanisms. With the integration of the Internet of …
advanced and efficient early detection mechanisms. With the integration of the Internet of …
Improved Support Vector Machine based on CNN-SVD for vision-threatening diabetic retinopathy detection and classification
The integration of artificial intelligence (AI) in diagnosing diabetic retinopathy, a major
contributor to global vision impairment, is becoming increasingly pronounced. Notably, the …
contributor to global vision impairment, is becoming increasingly pronounced. Notably, the …
Hybrid deep learning approaches for the detection of diabetic retinopathy using optimized wavelet based model
B Venkaiahppalaswamy, PP Reddy, S Batha - … Signal Processing and …, 2023 - Elsevier
Diabetic retinopathy (DR) is a diabetic ocular manifestation that leads to loss of visual
impairment and blindness in people worldwide. Detecting and diagnosing the DR remains a …
impairment and blindness in people worldwide. Detecting and diagnosing the DR remains a …
Advancing prostate cancer detection: a comparative analysis of PCLDA-SVM and PCLDA-KNN classifiers for enhanced diagnostic accuracy
This investigation aimed to assess the effectiveness of different classification models in
diagnosing prostate cancer using a screening dataset obtained from the National Cancer …
diagnosing prostate cancer using a screening dataset obtained from the National Cancer …
Transfer learning for diabetic retinopathy detection: a study of dataset combination and model performance
AM Mutawa, S Alnajdi, S Sruthi - Applied Sciences, 2023 - mdpi.com
Diabetes' serious complication, diabetic retinopathy (DR), which can potentially be life-
threatening, might result in vision loss in certain situations. Although it has no symptoms in …
threatening, might result in vision loss in certain situations. Although it has no symptoms in …