Mohamed S. Elmahdy
Mohamed S. Elmahdy
PhD candidate at Leiden University Medical Center
Geverifieerd e-mailadres voor lumc.nl
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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
202019
Low quality dermal image classification using transfer learning
MS Elmahdy, SS Abdeldayem, IA Yassine
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
162017
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
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
142019
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction
N Pezzotti, S Yousefi, MS Elmahdy, J Van Gemert, C Schülke, M Doneva, ...
arXiv preprint arXiv:2004.07339, 2020
82020
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
72020
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
62018
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
52019
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
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
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
32019
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
22020
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
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
12020
Monitoring and evaluation of ingestive activities
EA Hassan, MS Elbially, AA Morsy
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
12018
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
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
2018
Esophageal Tumor Segmentation in CT Images using Dilated Dense Attention Unet (DDAUnet)
S Yousefi, H Sokooti, MS Elmahdy, IM Lips, MTM Shalmani, RT Zinkstok, ...
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