A diabetes monitoring system and health-medical service composition model in cloud environment

SK Sharma, AT Zamani, A Abdelsalam, D Muduli… - IEEE …, 2023 - ieeexplore.ieee.org
Diabetes is a common chronic illness or absence of sugar in the blood. The early detection
of this disease decreases the serious risk factor. Nowadays, Machine Learning based cloud …

Discrete ripplet-II transform feature extraction and metaheuristic-optimized feature selection for enhanced glaucoma detection in fundus images using least square …

SK Sharma, D Muduli, A Rath, S Dash, G Panda… - Multimedia Tools and …, 2024 - Springer
Recently, significant progress has been made in developing computer-aided diagnosis
(CAD) systems for identifying glaucoma abnormalities using fundus images. Despite their …

Retinal imaging based glaucoma detection using modified pelican optimization based extreme learning machine

D Muduli, R Kumari, A Akhunzada, K Cengiz… - Scientific Reports, 2024 - nature.com
Glaucoma is defined as progressive optic neuropathy that damages the structural
appearance of the optic nerve head and is characterized by permanent blindness. For mass …

Deep-GlaucomaNet: A Deep Learning based Approach for Glaucoma Detection in Fundus Images

SK Sharma, D Muduli - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Glaucoma is a chronic eye disease that is a leading cause of irreversible vision loss
worldwide. Early and accurate classification of glaucoma is crucial for timely intervention …

Automated Diagnosis Model for Glaucoma Detection: A Deep Learning Feature Fusion and LS-SVM based Approach

SK Sharma, D Muduli - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Glaucoma is an ocular disorder that affects millions of people and one of the second leading
diseases in worldwide. Early detection of glaucoma is vital for avoiding irreversible vision …

Diabetes Prediction and Analysis based on Ensemble Learning Method

Y Zheng - 2023 3rd International Conference on Electronic …, 2023 - ieeexplore.ieee.org
Diabetes is a chronic lifelong disease that can cause multiple complications. Since the
beginning of the 21st century, it has rapidly developed into one of the top ten causes of …

[引用][C] Automated glaucoma detection model based on 2-D discrete wavelet transform with ensemble learning approach