Mohamed S. Elmahdy
Mohamed S. Elmahdy
PhD candidate at Leiden University Medical Center
Verified email at lumc.nl
Title
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
222019
Low quality dermal image classification using transfer learning
MS Elmahdy, SS Abdeldayem, IA Yassine
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
172017
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
162019
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
152018
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
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
102020
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
72019
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
52018
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
42017
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
32020
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
32020
Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network
S Yousefi, H Sokooti, MS Elmahdy, IM Lips, MT Manzuri Shalmani, ...
arXiv e-prints, arXiv: 2012.03242, 2020
22020
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
22019
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
22013
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
12021
Monitoring and evaluation of ingestive activities
EA Hassan, MS Elbially, AA Morsy
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
12018
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, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2021
2021
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer
MS Elmahdy, L Beljaards, S Yousefi, H Sokooti, F Verbeek, ...
arXiv preprint arXiv:2105.01844, 2021
2021
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
2021
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
2019
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Articles 1–20