Romany F. Mansour

Deep-learning-based automatic computer-aided diagnosis system for diabetic retinopathy

Romany F. Mansour · Biomedical Engineering Letters · 2017 · 241 citations · Full text

Diabetic Retinopathy, Convolutional Neural Network, Image Analysis +8

Artificial Intelligence and Internet of Things Enabled Disease Diagnosis Model for Smart Healthcare Systems

Romany F. Mansour, Adnen El Amraoui, Issam Nouaouri et al. · IEEE Access · 2021 · 237 citations · Full text

Artificial Intelligence, Search Optimization, Engineering +20

Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation

Ailiang Qi, Dong Zhao, Fanhua Yu et al. · Computers in Biology and Medicine · 2022 · 184 citations · Full text

Image Analysis, Engineering, Medical Imaging +6

Ensemble Deep-Learning-Enabled Clinical Decision Support System for Breast Cancer Diagnosis and Classification on Ultrasound Images

Mahmoud Ragab, Ashwag Albukhari, Jaber Alyami et al. · Biology · 2022 · 153 citations · Full text

Engineering, Machine Learning, Digital Pathology +23

Intelligent video anomaly detection and classification using faster RCNN with deep reinforcement learning model

Romany F. Mansour, José Escorcia‐Gutierrez, Margarita Gamarra et al. · Image and Vision Computing · 2021 · 146 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +10