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Mohamed S. Elmahdy
Mohamed S. Elmahdy
Postdoctoral Researcher at Leiden University Medical Center
Verified email at lumc.nl
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Cited by
Cited by
Year
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
472019
An adaptive intelligence algorithm for undersampled knee MRI reconstruction
N Pezzotti, S Yousefi, MS Elmahdy, JHF Van Gemert, C Schuelke, ...
IEEE Access 8, 204825-204838, 2020
402020
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy
MS Elmahdy, JM Wolterink, H Sokooti, I Išgum, M Staring
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
322019
Low quality dermal image classification using transfer learning
MS Elmahdy, SS Abdeldayem, IA Yassine
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
262017
Esophageal gross tumor volume segmentation using a 3D convolutional neural network
S Yousefi, H Sokooti, MS Elmahdy, FP Peters, MTM Shalmani, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
202018
A cross-stitch architecture for joint registration and segmentation in adaptive radiotherapy
L Beljaards, MS Elmahdy, F Verbeek, M Staring
Medical Imaging with Deep Learning, 62-74, 2020
142020
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
132020
Esophageal tumor segmentation in CT images using a dilated dense attention Unet (DDAUnet)
S Yousefi, H Sokooti, MS Elmahdy, IM Lips, MTM Shalmani, RT Zinkstok, ...
IEEE Access 9, 99235-99248, 2021
102021
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
82020
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
82019
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, ...
Biomedical Image Registration: 8th International Workshop, WBIR 2018, Leiden …, 2018
72018
Hierarchical prediction of registration misalignment using a convolutional LSTM: Application to chest CT scans
H Sokooti, S Yousefi, MS Elmahdy, BPF Lelieveldt, M Staring
IEEE Access 9, 62008-62020, 2021
62021
Evaluation of the robustness of learned MR image reconstruction to systematic deviations between training and test data for the models from the fastMRI challenge
PM Johnson, G Jeong, K Hammernik, J Schlemper, C Qin, J Duan, ...
Machine Learning for Medical Image Reconstruction: 4th International …, 2021
62021
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
62017
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer
MS Elmahdy, L Beljaards, S Yousefi, H Sokooti, F Verbeek, ...
IEEE Access 9, 95551-95568, 2021
42021
Esophageal tumor segmentation in ct images using a 3d convolutional neural network
S Yousefi, H Sokooti, MS Elmahdy, IM Lips, MTM Shalmani, RT Zinkstok, ...
arXiv preprint arXiv:2012.03242, 2020
32020
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, ...
Machine Learning for Medical Image Reconstruction: Second International …, 2019
32019
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
32013
Monitoring and evaluation of ingestive activities
EA Hassan, MS Elbially, AA Morsy
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
12018
Transformation-consistent semi-supervised learning for prostate CT radiotherapy
Y Li, MS Elmahdy, MS Lew, M Staring
Medical Imaging 2022: Computer-Aided Diagnosis 12033, 945-952, 2022
2022
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