Zakaria Senousy

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

A survey on artificial intelligence in histopathology image analysis

Mohammed M. Abdelsamea, Usama Zidan, Zakaria Senousy et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2022 · 64 citations · Full text

Artificial Intelligence, Medical Image Segmentation, Stain Normalization +25

3E-Net: Entropy-Based Elastic Ensemble of Deep Convolutional Neural Networks for Grading of Invasive Breast Carcinoma Histopathological Microscopic Images

Zakaria Senousy, Mohammed M. Abdelsamea, Mona Mostafa Mohamed et al. · Entropy · 2021 · 32 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

AUQantO: Actionable Uncertainty Quantification Optimization in deep learning architectures for medical image classification

Zakaria Senousy, Mohamed Medhat Gaber, Mohammed M. Abdelsamea · Applied Soft Computing · 2023 · 13 citations · Full text