Nour Eldeen M. Khalifa

A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic

Mohamed Loey, Gunasekaran Manogaran, Mohamed Hamed N. Taha et al. · Measurement · 2020 · 746 citations · Full text

Face Detection, Facial Recognition System, Machine Vision +11

Within the Lack of Chest COVID-19 X-ray Dataset: A Novel Detection Model Based on GAN and Deep Transfer Learning

Mohamed Loey, Florentín Smarandache, Nour Eldeen M. Khalifa · Symmetry · 2020 · 549 citations · Full text

World Health Organization, Convolutional Neural Network, Engineering +18

Fighting against COVID-19: A novel deep learning model based on YOLO-v2 with ResNet-50 for medical face mask detection

Mohamed Loey, Gunasekaran Manogaran, Mohamed Hamed N. Taha et al. · Sustainable Cities and Society · 2020 · 484 citations · Full text

Face Detection, Dermoscopic Image, Convolutional Neural Network +8

A comprehensive survey of recent trends in deep learning for digital images augmentation

Nour Eldeen M. Khalifa, Mohamed Loey, Seyedali Mirjalili · Artificial Intelligence Review · 2021 · 353 citations · Full text

Data Augmentation, Image Classification, Machine Vision +12

A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images

Mohamed Loey, Gunasekaran Manogaran, Nour Eldeen M. Khalifa · Neural Computing and Applications · 2020 · 276 citations · Full text

Image Analysis, Machine Learning, Deep Learning +12