Anas Bilal

AI-Based Automatic Detection and Classification of Diabetic Retinopathy Using U-Net and Deep Learning

Anas Bilal, Liucun Zhu, Anan Deng et al. · Symmetry · 2022 · 175 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Diabetic Retinopathy Detection and Classification Using Mixed Models for a Disease Grading Database

Anas Bilal, Guangmin Sun, Yu Li et al. · IEEE Access · 2021 · 133 citations · Full text

Engineering, Machine Learning, Biometrics +27

Improved Support Vector Machine based on CNN-SVD for vision-threatening diabetic retinopathy detection and classification

Anas Bilal, Azhar Imran, Talha Imtiaz Baig et al. · PLoS ONE · 2024 · 113 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

A Transfer Learning and U-Net-based automatic detection of diabetic retinopathy from fundus images

Anas Bilal, Guangmin Sun, Sarah Mazhar et al. · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 2022 · 86 citations

Convolutional Neural Network, Engineering, Machine Learning +19

NIMEQ-SACNet: A novel self-attention precision medicine model for vision-threatening diabetic retinopathy using image data

Anas Bilal, Xiaowen Liu, Muhammad Shafiq et al. · Computers in Biology and Medicine · 2024 · 86 citations

Diabetic Retinopathy, Ocular Disease, Engineering +10