DEFUSE-MS: Deformation Field-Guided Spatiotemporal Graph-Based Framework for Multiple Sclerosis New Lesion Detection
Medical Image Computing and Computer Assisted Intervention – MICCAI 2025
MAGNET-AD: Multitask Spatiotemporal GNN for Interpretable Prediction of PACC and Conversion Time in Preclinical Alzheimer
Medical Image Computing and Computer Assisted Intervention – MICCAI 2025
ClinGRAD: Clinically-Guided Genomics and Radiomics Interpretable GNN for Dementia Diagnosis
Medical Image Computing and Computer Assisted Intervention – MICCAI 2025
PlasmoStage: A Hierarchical Deep Learning Framework for Plasmodium Parasite Staging in Malaria
2025 IEEE International Symposium on Medical Measurements and Applications (MeMeA)
A novel approach to predicting the stability of the smart grid utilizing MLP-ELM technique
Alexandria Engineering Journal, 2023. Quality index: ([JCR N IF 6.626, Q1(7/92)].
Utilizing CNN-LSTM techniques for the enhancement of medical systems
Alexandria Engineering Journal, 2023. Quality index: ([JCR N IF 6.626, Q1(7/92)].
An Efficient Indoor Localization Based on Deep Attention Learning Model
Computer Systems Science and Engineering 2023. Quality index: (JCR N IF 4.397, Q1(13/54)).
Improving the detection of new lesions in multiple sclerosis with a cascaded 3D fully convolutional neural network approach
Frontiers in Neuroscience, 2022. Quality index: (JCR N IF 3.707, Q2(97/272)).
A blockchain-based hybrid platform for multimedia data processing in IoT-Healthcare
Alexandria Engineering Journal, 2022. Quality index: ([JCR N IF 6.626, Q1(7/92)].
Evaluating the use of synthetic T1-w images in new T2 lesion detection in multiple sclerosis
Frontiers in Neuroscience, Brain Imaging Methods, 2022. Quality index: (JCR N IF 5.152, Q2(87/274)).
Transductive Transfer Learning for Domain Adaptation in Brain Magnetic Resonance Image Segmentation
Frontiers in Neuroscience, 2021. Quality index: (JCR N IF 3.707, Q2(97/272)).
Deep learning methods for automated detection of new multiple sclerosis lesions in longitudinal magnetic resonance images
PhD thesis in Brain Medical Image Analysis, Department of Computer Architecture and Technology, University of Girona, Spain, 2020.
A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis
NeuroImage: Clinical, 2020. Quality index: (JCR N IF 3.943, Q1(3/14)).
Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET
IEEE Access, 2019. Quality index: (JCR CSIS IF 4.098, Q1(23/155)).
Lesion synthesis for extending MRI training datasets and improving automatic multiple sclerosis lesion segmentation
Abstract in Multiple Sclerosis Journal, Stockholm Sweden, September, 2019 (JCR CN IF:5.649 Q1(23/199)).
Detecting the appearance of new T2-w multiple sclerosis lesions in longitudinal studies using deep convolutional neural networks
Abstract in Multiple Sclerosis Journal, Stockholm Sweden, September, 2019 (JCR CN IF:5.649 Q1(23/199)).
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
NeuroImage: Clinical, 2019. Quality index: (JCR N IF 3.943, Q1(3/14)).
Manual delineation of only one image in unseen databases is sufficient for accurate performance in automated multiple sclerosis lesion segmentation
Abstract in Multiple Sclerosis Journal, Berlin, Germany, October, 2018 (JCR CN IF:5.649 Q1(23/199)).
A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis
NeuroImage: Clinical, 2018. Quality index: (JCR N IF 3.943, Q1(3/14)).
Supervised detection of newly appearing T2-w multiple sclerosis lesions with subtraction and deformation fields features
Abstract in Multiple Sclerosis Journal, Paris, France, October, 2017 (JCR CN IF:5.649 Q1(23/199)).
3D Face Reconstruction and Animation
Master's thesis in Computer Science, Department of Computer Science, Faculty of Computers and Information, Assiut University, Egypt, 2013.
Projector calibration using passive stereo and triangulation
International Journal of Future Computer and Communication, 2013