Mohammed M. Abdelsamea

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber · Applied Intelligence · 2020 · 145 citations · Full text

Image-based plant phenotyping with incremental learning and active contours

Massimo Minervini, Mohammed M. Abdelsamea, Sotirios A. Tsaftaris · Ecological Informatics · 2013 · 133 citations · Full text

Machine Vision, Image Analysis, Data Science +9

DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber · IEEE Access · 2020 · 123 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

A Novel Autonomous Perceptron Model for Pattern Classification Applications

Alaa Sagheer, Mohammed Zidan, Mohammed M. Abdelsamea · Entropy · 2019 · 82 citations · Full text

Engineering, Machine Learning, Quantum Computing +16

MCUa: Multi-Level Context and Uncertainty Aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification

Zakaria Senousy, Mohammed M. Abdelsamea, Mohamed Medhat Gaber et al. · IEEE Transactions on Biomedical Engineering · 2021 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22