Mohamed S. Elmahdy

According to our database, Mohamed S. Elmahdy authored at least 16 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Transformation-consistent semi-supervised learning for prostate CT radiotherapy.

Yichao Li, Mohamed S. Elmahdy, Michael S. Lew, Marius Staring

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Esophageal Tumor Segmentation in CT Images Using a Dilated Dense Attention Unet (DDAUnet).

Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Irene M. Lips, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Frank J. W. M. Dankers, Marius Staring

IEEE Access, 2021

Hierarchical Prediction of Registration Misalignment Using a Convolutional LSTM: Application to Chest CT Scans.

Hessam Sokooti, Sahar Yousefi, Mohamed S. Elmahdy, Boudewijn P. F. Lelieveldt, Marius Staring

IEEE Access, 2021

Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer.

Mohamed S. Elmahdy, Laurens Beljaards, Sahar Yousefi, Hessam Sokooti, Fons J. Verbeek, Uulke A. van der Heide, Marius Staring

IEEE Access, 2021

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge.

Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network.

Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Irene M. Lips, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Frank J. W. M. Dankers, Marius Staring

CoRR, 2020

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge.

Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Fransiscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Elwin de Weerdt, Marius Staring

CoRR, 2020

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction.

Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Fransiscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Elwin de Weerdt, Marius Staring

IEEE Access, 2020

A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy.

Laurens Beljaards, Mohamed S. Elmahdy, Fons J. Verbeek, Marius Staring

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT.

Mohamed S. Elmahdy, Tanuj Ahuja, Uulke A. van der Heide, Marius Staring

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network.

Sahar Yousefi, Lydiane Hirschler, Merlijn van der Plas, Mohamed S. Elmahdy, Hessam Sokooti, Matthias van Osch, Marius Staring

Proceedings of the Machine Learning for Medical Image Reconstruction, 2019

Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy.

Mohamed S. Elmahdy, Jelmer M. Wolterink, Hessam Sokooti, Ivana Isgum, Marius Staring

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Evaluation of Multi-metric Registration for Online Adaptive Proton Therapy of Prostate Cancer.

Mohamed S. Elmahdy, Thyrza Jagt, Sahar Yousefi, Hessam Sokooti, Roel Zinkstok, Mischa Hoogeman, Marius Staring

Proceedings of the Biomedical Image Registration - 8th International Workshop, 2018

Esophageal Gross Tumor Volume Segmentation Using a 3D Convolutional Neural Network.

Sahar Yousefi, Hessam Sokooti, Mohamed S. Elmahdy, Femke P. Peters, Mohammad T. Manzuri Shalmani, Roel T. Zinkstok, Marius Staring

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Subvocal Speech Recognition via Close-Talk Microphone and Surface Electromyogram Using Deep Learning.

Mohamed S. Elmahdy, Ahmed Morsy

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Low quality dermal image classification using transfer learning.

Mohamed S. Elmahdy, Sara S. Abdeldayem, Inas A. Yassine

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017