Mohamed S. Elmahdy
Mohamed S. Elmahdy
PhD candidate at Leiden University Medical Center
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Low quality dermal image classification using transfer learning
MS Elmahdy, SS Abdeldayem, IA Yassine
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer
MS Elmahdy, T Jagt, RT Zinkstok, Y Qiao, R Shahzad, H Sokooti, ...
Medical physics 46 (8), 3329-3343, 2019
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy
MS Elmahdy, JM Wolterink, H Sokooti, I Išgum, M Staring
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Esophageal gross tumor volume segmentation using a 3D convolutional neural network
S Yousefi, H Sokooti, MS Elmahdy, FP Peters, MTM Shalmani, ...
International conference on medical image computing and computer-assisted …, 2018
Adaptive-CS-Net: fastMRI with adaptive intelligence
N Pezzotti, E de Weerdt, S Yousefi, MS Elmahdy, J van Gemert, ...
arXiv preprint arXiv:1912.12259, 2019
Subvocal speech recognition via close-talk microphone and surface electromyogram using deep learning
MS Elmahdy, AA Morsy
2017 Federated Conference on Computer Science and Information Systems …, 2017
K8. Hand-Held Computer Aided Diagnosis System with Application in Mammography
MS ElBially, MS Ahmed, MH AbdelGawwad, FA Ali, FS Botros, YM Kadah
2013 30th National Radio Science Conference (NRSC), 549-556, 2013
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge
N Pezzotti, S Yousefi, MS Elmahdy, J van Gemert, C Schülke, M Doneva, ...
arXiv preprint arXiv:2004.07339, 2020
Evaluation of multi-metric registration for online adaptive proton therapy of prostate cancer
MS Elmahdy, T Jagt, S Yousefi, H Sokooti, R Zinkstok, M Hoogeman, ...
International Workshop on Biomedical Image Registration, 94-104, 2018
Monitoring and evaluation of ingestive activities
EA Hassan, MS Elbially, AA Morsy
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy
L Beljaards, MS Elmahdy, F Verbeek, M Staring
arXiv preprint arXiv:2004.08122, 2020
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT
MS Elmahdy, T Ahuja, UA van der Heide, M Staring
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 577-580, 2020
Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network
S Yousefi, L Hirschler, M van der Plas, MS Elmahdy, H Sokooti, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2019
Deep learning improves robustness of contour propagation for online adaptive IMPT of prostate cancer
M Elmahdy, T Jagt, R Zinkstok, C Marijnen, M Hoogeman, M Staring
Radiotherapy and Oncology 133, S543-S544, 2019
Detection of Liver Fibrosis using Strain-Encoding MRI and Support Vector Machine
IA Yassine, M Wael, MS Elmahdy, T Basha, AS Fahmy, R Sinkus, T Heller, ...
International Society for Magnetic Resonance in Medicine (ISMRM), Abstract #3430, 2018
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