CNN-hyperparameter optimization for diabetic maculopathy diagnosis in optical coherence tomography and fundus retinography
Diabetic Maculopathy (DM) is considered the most common cause of permanent visual
impairment in diabetic patients. The absence of clear pathological symptoms of DM hinders …
impairment in diabetic patients. The absence of clear pathological symptoms of DM hinders …
EyeDeep-Net: a multi-class diagnosis of retinal diseases using deep neural network
Retinal images are a key element for ophthalmologists in diagnosing a variety of eye
illnesses. The retina is vulnerable to microvascular changes as a result of many retinal …
illnesses. The retina is vulnerable to microvascular changes as a result of many retinal …
Multi-stage classification of retinal OCT using multi-scale ensemble deep architecture
O Akinniyi, MM Rahman, HS Sandhu, A El-Baz… - Bioengineering, 2023 - mdpi.com
Accurate noninvasive diagnosis of retinal disorders is required for appropriate treatment or
precision medicine. This work proposes a multi-stage classification network built on a multi …
precision medicine. This work proposes a multi-stage classification network built on a multi …
Auto-metric graph neural network optimized with capuchin search optimization algorithm for coinciding diabetic retinopathy and diabetic macular edema grading
JJG Chandran, J Jabez, S Srinivasulu - Biomedical Signal Processing and …, 2023 - Elsevier
Diabetic retinopathy (DR) and diabetic macular edema (DME) are the major eternal
blindness in aged people. In this manuscript, Auto-Metric Graph Neural Network (AGNN) …
blindness in aged people. In this manuscript, Auto-Metric Graph Neural Network (AGNN) …
Prediction of rail-wheel contact parameters for a metro coach using machine learning
Dynamics of metro coach is complex with frequent acceleration, braking, sharp turns and
gradients. Due to sharp turns and twists in track, metro coaches are more prone to the …
gradients. Due to sharp turns and twists in track, metro coaches are more prone to the …
OHGCNet: optimal feature selection-based hybrid graph convolutional network model for joint DR-DME classification
VPC Reddy, KK Gurrala - Biomedical Signal Processing and Control, 2022 - Elsevier
Diabetic retinopathy (DR) is the crucial eye disease, which effects the blood vessels of the
patient suffering with diabetes. The Diabetic macular edema (DME) is another crucial …
patient suffering with diabetes. The Diabetic macular edema (DME) is another crucial …
Optimized deep CNN for detection and classification of diabetic retinopathy and diabetic macular edema
V Thanikachalam, K Kabilan, SK Erramchetty - BMC Medical Imaging, 2024 - Springer
Abstract Diabetic Retinopathy (DR) and Diabetic Macular Edema (DME) are vision related
complications prominently found in diabetic patients. The early identification of DR/DME …
complications prominently found in diabetic patients. The early identification of DR/DME …
Deep-Ocular: Improved Transfer Learning Architecture Using Self-Attention and Dense Layers for Recognition of Ocular Diseases
It is difficult for clinicians or less-experienced ophthalmologists to detect early eye-related
diseases. By hand, eye disease diagnosis is labor-intensive, prone to mistakes, and …
diseases. By hand, eye disease diagnosis is labor-intensive, prone to mistakes, and …
A physics-informed deep learning approach for combined cycle fatigue life prediction
C Feng, Z Long, M Su, L Xu, L Zhao, Y Han - Journal of Constructional …, 2024 - Elsevier
The prediction of the combined high and low cycle fatigue (CCF) life of welded components
was valuable for the reliability of practical engineering structures. In this study, a physics …
was valuable for the reliability of practical engineering structures. In this study, a physics …
Joint DR-DME grading classification using optimal feature selection-based deep graph correlation network
KK Gurrala - Applied Soft Computing, 2023 - Elsevier
Diabetic macular edema (DME) and diabetic retinopathy (DR) are the leading causes of
human blindness, and accurate grading of individual DME, individual DR, and the joint DR …
human blindness, and accurate grading of individual DME, individual DR, and the joint DR …