Publications

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2022
Khedr, S. M., E. A. H. Mohamed, and I. A. Yassine, "A Clustering-based Fusion System for Blastomere Localization", Biomedical Engineering: Applications, Basis and Communications, pp. 2250021, 2022.
Algumaei, A. H., R. F. Algunaid, M. A. Rushdi, and I. A. Yassine, "Feature and decision-level fusion for schizophrenia detection based on resting-state fMRI data", PlosOne, vol. 17, issue 5, pp. e0265300, 2022.
Yassine, I. A., A. M. Ghanem, N. S. Metwalli, A. Hamimi, R. Ouwerkerk, J. R. Matta, M. A. Solomon, J. M. Elin, A. M. Gharib, and K. Z. Abd-Elmoniem, "Native-resolution myocardial principal Eulerian strain mapping using convolutional neural networks and Tagged Magnetic Resonance Imaging", Computers in biology and medicine, vol. 141, pp. 105041, 2022.
2021
Abd‐Elmoniem, K. Z., I. A. Yassine, N. S. Metwalli, A. Hamimi, R. Ouwerkerk, J. R. Matta, M. Wessel, M. A. Solomon, J. M. Elinoff, A. M. Ghanem, et al., "Direct pixel to pixel principal strain mapping from tagging MRI using end to end deep convolutional neural network (DeepStrain)", Scientific Reports, vol. 11, pp. 20321, 2021.
2020
Marzaban, E. N., A. M. Eldeib, I. A. Yassine, and Y. M. Kadah, "Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks", PLOSONE, vol. 15, issue 3, pp. e0230409, 2020.
2018
Eldeeb, G., N. Zayed, and I. A. Yassine, "Alzheimer’s Disease Classification Using Bag-of-Words Based on Visual Pattern of Diffusion Anisotropy for DTI Imaging", 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, pp. 57-60, 2018.
Yassine, I. A., W. M. Eldeib, K. A. Gad, Y. A. Ashour, I. A. Yassine, and A. O. Hosy, "Cognitive functions, electroencephalographic and diffusion tensor imaging changes in children with active idiopathic epilepsy", Epilepsy & Behavior, vol. 84, pp. 135-141, 2018.
Algunaid, R. F., A. H. Algumaei, M. A. Rushdi, and I. A. Yassine, "Schizophrenic patient identification using graph-theoretic features of resting-state fMRI data", Biomedical Signal Processing and Control , vol. 43, pp. 289–299, 2018.
Esmail, E. H., Hadeel M. Seif El Dein, I. A. Yassine, and R. Zakaria, "Thalamocortical Tracts, but not the Putamen, Present Microstructural Abnormalities in Juvenile Myoclonic Epilepsy: A Diffusion Tractography Study", Journal of Pediatric Epilepsy, 2018.
2017
Elmahdy, M. S., S. S. Abdeldayem, and I. A. Yassine, "Low quality dermal image classification using transfer learning", IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) , pp. 373-376, 2017.
2016
Khalaf, A. F., I. A. Yassine, and A. S. Fahmy, "Convolutional neural networks for deep feature learning in retinal vessel segmentation ", IEEE International Conference on Image Processing (ICIP), Phoenix, USA, Sept, 2016.
Abduallatif, N. A., Sara G Elsherbini, B. S. Boshra, and I. A. A. Yassine, "Brain-Computer Interface controlled functional electrical stimulation system for paralyzed arm", 8th Cairo International Biomedical Engineering Conference (CIBEC), , Cairo, Egypt, pp. 48-51, 2016.
Mousa, D., N. Zayed, and I. A. Yassine, "Factors Affecting the Level Set Segmentation of the Heart Ventricles in Short Axis Cardiac Perfusion MRI Images", The 39th Conference of The Canadian Medical and Biological Engineering/La Societe Canadiénné de Génie Biomédical, 2016.
Mousa, D., N. M. Zayed, and I. A. Yassine, "Factors Affecting the Segmentation of the Heart Ventricles in Short Axis Cardiac Perfusion MRI Images", INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY , vol. 15, issue 11, pp. 7218-7226, 2016.
Mousa, D., N. M. Zayed, and I. A. Yassine, "The Impact of Polar based initialization and frame time curve selection on Left Ventricle short axis Perfusion MR Segmentation", Proc. of Intl. Soc. Mag. Reson. Med.: 24, pp. 1925, 2016.
2015
Fawzy, A., and I. A. Yassine, "Spectral Correlation Analysis For Microcalcification Detection In Digital Mammogram Images", International Symposium in Biomedical Imaging ISBI, Brooklyn, NY, USA, April, 16, 2015.
Emad, O., I. A. Yassine, and A. S. Fahmy, "Automatic Localization of the Left Ventricle in Cardiac MRI Images Using Deep Learning", IEEE- Engineering in Medicine and Biology Conference, Milan, Italy, pp. 683-686, 2015.
Yassine, I. A., M. L. Serrano, B. Vila, J. M. Tormos, and E. Gomez, "Content-based image retrieval system for brain magnetic resonance imaging based on Pseudo-Zernike coefficients combined with wavelet features", Computer Assisted Radiology and Surgery, Barcelona, Spain, 2015.
Khalaf, A. F., M. I. Owis, and I. A. Yassine, "Image Features of Spectral Correlation Function for Arrhythmia Classification", IEEE- Engineering in Medicine and Biology Conference, Milan, Italy, pp. 5199 - 5202, 2015.
Abdeldayem, S., and I. A. Yassine, "Multi-Scale Hybrid Filter For Vasculature Extraction Enhancement", IEEE- Engineering in Medicine and Biology Conference, Milan, Italy, 2015.
Kalaf, A. F., and I. A. Yassine, "Novel Features For Microcalci-fication Detection In Digital Mammogram Images based On Wavelet And Statistical Analysis", IEEE-International Conference on Image Processing, Quebec, Canada, 2015.
Khalalf, A. F., M. I. Owis, and I. A. Yassine, "A novel technique for cardiac arrhythmia classification using spectral correlation and support vector machines", Expert Systems with Applications, vol. 42, pp. 8361–8368, 2015.
2014
Mousa, D., N. Zayed, and I. A. Yassine, "Automatic Cardiac MRI Localization Method", Cairo International biomedical Engineering Conference, Cairo, Egypt, pp. 153-157, Dec, 12, 2014.
Fawzy, A., M. I. Owis, and I. A. Yassine, "Novel Bayesian Classifier discriminant function Optimization Strategies for Arythmia Classification", Biomedical and health Informatics (BHI), Valencia, Spain, 693-696, 2014.
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