Items where Author is "Senousy, Zakaria"

Article

Chughtai, Suhaib and Senousy, Zakaria and Mahany, Ahmed and Elmitwally, Nouh and Ismail, Khalid N. and Gaber, Mohamed Medhat and Abdelsamea, Mohammed M. (2024) DeepCon: Unleashing the Power of Divide and Conquer Deep Learning for Colorectal Cancer Classification. IEEE Open Journal of the Computer Society. ISSN 2644-1268

Senousy, Zakaria and Gaber, Mohamed Medhat and Abdelsamea, Mohammed M. (2023) AUQantO: Actionable Uncertainty Quantification Optimization in deep learning architectures for medical image classification. Applied Soft Computing, 146. p. 110666. ISSN 1568-4946

Abdelsamea, Mohammed M. and Zidan, Usama and Senousy, Zakaria and Gaber, Mohamed Medhat and Rakha, Emad and Ilyas, Mohammad (2022) A survey on artificial intelligence in histopathology image analysis. WIREs Data Mining and Knowledge Discovery, 12 (6). e1474. ISSN 1942-4787

Senousy, Zakaria and Abdelsamea, Mohammed M. and Gaber, Mohamed Medhat and Abdar, Moloud and Acharya, Rajendra U. and Khosravi, Abbas and Nahavandi, Saeid (2021) MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification. IEEE Transactions on Biomedical Engineering. ISSN 0018-9294

Senousy, Zakaria and Abdelsamea, Mohammed M. and Mohamed, Mona Mostafa and Gaber, Mohamed Medhat (2021) 3E-Net: Entropy-Based Elastic Ensemble of Deep Convolutional Neural Networks for Grading of Invasive Breast Carcinoma Histopathological Microscopic Images. Entropy, 23 (5). e620. ISSN 1099-4300

Thesis

Senousy, Zakaria (2023) Medical Image Classification using Deep Learning Techniques and Uncertainty Quantification. Doctoral thesis, Birmingham City University.