Publications

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2020
Marzban, E. N., A. M. Eldeib, I. A. Yassine, and Y. M. Kadah, "Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural network", Plos One, vol. 15, issue 3, pp. e0230409, 2020.
Dyrba, M., A. H. Pallath, and E. N. Marzban, "Comparison of CNN Visualization Methods to Aid Model Interpretability for Detecting Alzheimer’s Disease", Bildverarbeitung für die Medizin, Wiesbaden, Germany, Springer, 2020.
2019
Marzban, E. N., S. J. Teipel, K. Buerger, K. Fliessbach, M. T. Heneka, I. Kilimann, C. Laske, O. Peters, J. Priller, A. Schneider, et al., "Explainable Convolutional Networks and Multimodal Imaging Data: The Next Step towards Using Artificial Intelligence as Diagnostic Tool for Early Detection of Alzheimer's Disease", Alzheimer's Association International Conference (AAIC), Los Angeles, USA, Elsevier, pp. P1083-P1084, 2019.
Marzban, E. N., S. Teipel, S. Altenstein, C. Bartels, F. Brosseron, M. Buchmann, K. Buerger, C. Catak, L. Dobisch, K. Fließbach, et al., "Intuitive visualization for convolutional neural networks detecting brain diseases in MRI scans", Organization for Human Brain Mapping (OHBM), Rome, Italy, 2019.
2014
Morton, A., E. Marzban, G. Giannoulis, A. Patel, R. Aparasu, and I. Kakadiaris, "A Comparison of Supervised Machine Learning Techniques For Predicting Short-Term In-Hospital Length Of Stay Among Diabetic Patients", IEEE International Conference on Machine Learning and Applications, Detroit, MI, USA, 2014.
2012
Marzban, E. N., and A. S. Fahmy, "Comparison between Horn-Schunck and Lucas-Kanade methods for myocardium segmentation in short axis cardiac CineMR images", Computer Assisted Radiology and Surgery, Pisa, Italy, 2012.
2008
Elgharably, R., E. Marzban, S. Belal, B. Ahmad, I. AbdElLatif, R. Atef, and I. ElBabli, "Wireless-enabled telemedicine system for remote monitoring", Cairo International Biomedical Engineering Conference, Cairo, Egypt, 2008.