Mohamed Abdel-Nasser

79 papers B 2Misc 1Journal 40Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A two-stage progressive deep segmentation network for tumor detection in breast ultrasound images. Multim. Tools Appl. Nadeem Zaidkilani, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2025	J	`jnl`	Correction to: Implicit regularization of a deep augmented neural network model for human motion prediction. Appl. Intell. Gaurav Kumar Yadav, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2025	B	`conf`	Unsupervised Domain Adaptation with Contrastive Learning for Classifying Breast Lesions in Mammograms. CBMS Mariam M. Hassan, Mohamed Ragab, Mohamed Abdel-Nasser, Domenec Puig
2024	J	`jnl`	Aggregating efficient transformer and CNN networks using learnable fuzzy measure for breast tumor malignancy prediction in ultrasound images. Neural Comput. Appl. Vivek Kumar Singh, Ehab Mahmoud Mohamed, Mohamed Abdel-Nasser
2024	J	`jnl`	Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors. Mach. Learn. Knowl. Extr. Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2024	J	`jnl`	Correction: Aggregating efficient transformer and CNN networks using learnable fuzzy measure for breast tumor malignancy prediction in ultrasound images. Neural Comput. Appl. Vivek Kumar Singh, Ehab Mahmoud Mohamed, Mohamed Abdel-Nasser
2024	J	`jnl`	Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging. Int. J. Imaging Syst. Technol. Moona Mazher, Abdul Qayyum, Domenec Puig, Mohamed Abdel-Nasser
2024	J	`jnl`	FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning. Expert Syst. Appl. Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2024	J	`jnl`	FGR-Net:Interpretable fundus imagegradeability classification based on deepreconstruction learning. CoRR Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2023	J	`jnl`	Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach. Comput. Loay Hassan, Adel Saleh, Vivek Kumar Singh, Domenec Puig, Mohamed Abdel-Nasser
2023	J	`jnl`	Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators. Int. J. Artif. Intell. Tools Mohammed Yousef Salem Ali, Mohammed Jabreel, Aïda Valls, Marc Baget, Mohamed Abdel-Nasser
2023	J	`jnl`	Implicit regularization of a deep augmented neural network model for human motion prediction. Appl. Intell. Gaurav Kumar Yadav, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2023	J	`jnl`	Load Balancing Multi-Player MAB Approaches for RIS-Aided mmWave User Association. IEEE Access Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Eiji Takimoto, Mohamed Abdel-Nasser
2022	—	`conf`	A Curated Dataset for Crack Image Analysis: Experimental Verification and Future Perspectives. CCIA Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2022	J	`jnl`	An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints. Entropy Joao Paulo Schwarz Schuler, Santiago Romani Also, Domenec Puig, Hatem A. Rashwan, Mohamed Abdel-Nasser
2022	—	`conf`	Analyzing the Reliability of Different Machine Radiomics Features Considering Various Segmentation Approaches in Lung Cancer CT Images. CCIA Maryam Tahmooresi, Mohamed Abdel-Nasser, Domenec Puig
2022	—	`conf`	Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge. LAScarQS@MICCAI Moona Mazher, Abdul Qayyum, Mohamed Abdel-Nasser, Domenec Puig
2022	—	`conf`	Breast Tumor Classification in Digital Tomosynthesis Based on Deep Learning Radiomics. CCIA Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2022	—	`conf`	EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation. CCIA Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Aïda Valls, Marc Baget, Mohammed Jabreel
2022	J	`jnl`	Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics. Entropy Moona Mazher, Abdul Qayyum, Domenec Puig, Mohamed Abdel-Nasser
2022	B	`conf`	Effective Deep Learning-Based Ensemble Model for Road Crack Detection. IEEE Big Data Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2022	J	`jnl`	Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots. Neural Comput. Appl. Aditya Singh, Raghav Narula, Hatem A. Rashwan, Mohamed Abdel-Nasser, Domenec Puig, Gora Chand Nandi
2022	—	`conf`	Predicting Personalized Quality of Life of an Intellectually Disabled Person Utilizing Machine Learning. CCIA Gaurav Kumar Yadav, Benigno Moreno Vidales, Sara Dueñas, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2022	—	`conf`	Referenceless Image Quality Assessment Utilizing Deep Transfer-Learned Features. CCIA Basma Ahmed, Osama Ahmed Omer, Amal Rashed, Domenec Puig, Mohamed Abdel-Nasser
2022	—	`conf`	Transformer-Based Radiomics for Predicting Breast Tumor Malignancy Score in Ultrasonography. CCIA Mohamed A. Hassanien, Vivek Kumar Singh, Domenec Puig, Mohamed Abdel-Nasser
2021	J	`jnl`	AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation. CoRR Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Domenec Puig, Hatem A. Rashwan
2021	—	`conf`	Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model. HECKTOR@MICCAI Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Mohamed Abdel-Nasser, Domenec Puig
2021	—	`conf`	Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network. CCIA Saif Khalid, Saddam Abdulwahab, Hatem A. Rashwan, Julián Cristiano, Mohamed Abdel-Nasser, Domenec Puig
2021	J	`jnl`	Efficient Multi-Organ Multi-Center Cell Nuclei Segmentation Method Based on Deep Learnable Aggregation Network. Traitement du Signal Loay Hassan, Adel Saleh, Mohamed Abdel-Nasser, Osama Ahmed Omer, Domenec Puig
2021	—	`conf`	Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet. CCIA Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2021	J	`jnl`	HIFA: Promising Heterogeneous Solar Irradiance Forecasting Approach Based on Kernel Mapping. IEEE Access Mohamed Abdel-Nasser, Karar Mahmoud, Matti Lehtonen
2021	—	`conf`	Lesion Detection in Breast Tomosynthesis Using Efficient Deep Learning and Data Augmentation Techniques. CCIA Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2021	J	`jnl`	Low-Computational Voltage-Assessment Approach Considering Fine-Resolution Simulations for Distribution Systems With Photovoltaics. IEEE Syst. J. Karar Mahmoud, Mohamed Abdel-Nasser, Matti Lehtonen
2021	—	`conf`	Multi-disease, Multi-view and Multi-center Right Ventricular Segmentation in Cardiac MRI Using Efficient Late-Ensemble Deep Learning Approach. STACOM@MICCAI Moona Mazher, Abdul Qayyum, Abdesslam Benzinou, Mohamed Abdel-Nasser, Domenec Puig
2021	—	`conf`	No-Reference Digital Image Quality Assessment Based on Structure Similarity. CCIA Basma Ahmed, Mohamed Abdel-Nasser, Osama Ahmed Omer, Amal Rashed, Domenec Puig
2021	J	`jnl`	Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs. Int. J. Interact. Multim. Artif. Intell. Loay Hassan, Adel Saleh, Mohamed Abdel-Nasser, Osama Ahmed Omer, Domenec Puig
2021	—	`conf`	Prostate Cancer Delineation in MRI Images Based on Deep Learning: Quantitative Comparison and Promising Perspective. CCIA Eddardaa Ben Loussaief, Mohamed Abdel-Nasser, Domenec Puig
2021	—	`conf`	Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches. CCIA Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2021	J	`jnl`	Reliable Solar Irradiance Forecasting Approach Based on Choquet Integral and Deep LSTMs. IEEE Trans. Ind. Informatics Mohamed Abdel-Nasser, Karar Mahmoud, Matti Lehtonen
2021	J	`jnl`	SLSNet: Skin lesion segmentation using a lightweight generative adversarial network. Expert Syst. Appl. Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Vivek Kumar Singh, Syeda Furruka Banu, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig, Mohamed Abdel-Nasser
2021	—	`conf`	Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators. CCIA Mohammed Yousef Salem Ali, Mohamed Abdel-Nasser, Mohammed Jabreel, Aïda Valls, Marc Baget
2021	—	`conf`	WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation. CCIA Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2020	J	`jnl`	Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework. Expert Syst. Appl. Vivek Kumar Singh, Mohamed Abdel-Nasser, Farhan Akram, Hatem A. Rashwan, Md. Mostafa Kamal Sarker, Nidhi Pandey, Santiago Romaní, Domenec Puig
2020	—	`conf`	Channel-wise Aggregation with Self-correction Mechanism for Multi-center Multi-Organ Nuclei Segmentation in Whole Slide Imaging. VISIGRAPP (4: VISAPP) Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2020	J	`jnl`	Compressive sensing MRI reconstruction using empirical wavelet transform and grey wolf optimizer. Neural Comput. Appl. Mohamed Ragab, Osama Ahmed Omer, Mohamed Abdel-Nasser
2020	Misc	`conf`	Detection of Inter Turn Short Circuit Faults in Induction Motor using Artificial Neural Network. FRUCT Menshawy Mohamed, Essam Mohamed, Al-Attar Ali Mohamed, Mohamed Abdel-Nasser, Mohamed A. Moustafa Hassan
2020	—	`conf`	Efficient and Fast Traffic Congestion Classification Based on Video Dynamics and Deep Residual Network. IW-FCV Mohamed A. Abdelwahab, Mohamed Abdel-Nasser, Rin-Ichiro Taniguchi
2020	J	`jnl`	Machine Learning Based Method for Estimating Energy Losses in Large-Scale Unbalanced Distribution Systems with Photovoltaics. Int. J. Interact. Multim. Artif. Intell. Karar Mahmoud, Mohamed Abdel-Nasser, Heba Kashef, Domenec Puig, Matti Lehtonen
2020	J	`jnl`	Optimal Voltage Control in Distribution Systems With Intermittent PV Using Multiobjective Grey-Wolf-Lévy Optimizer. IEEE Syst. J. Karar Mahmoud, Mahmoud M. Hussein, Mohamed Abdel-Nasser, Matti Lehtonen
2020	—	`conf`	Pectoral Muscle Segmentation in Tomosynthesis Images using Geometry Information and Grey Wolf Optimizer. VISIGRAPP (5: VISAPP) Mohamed Abdel-Nasser, Francesc Solsona, Domenec Puig
2020	J	`jnl`	Reliable and Rapid Traffic Congestion Detection Approach Based on Deep Residual Learning and Motion Trajectories. IEEE Access Mohamed A. Abdelwahab, Mohamed Abdel-Nasser, Maiya Hori
2019	J	`jnl`	Accurate photovoltaic power forecasting models using deep LSTM-RNN. Neural Comput. Appl. Mohamed Abdel-Nasser, Karar Mahmoud
2019	J	`jnl`	Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation. CoRR Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig
2019	J	`jnl`	An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning. CoRR Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romaní, Domenec Puig
2019	—	`conf`	Automated System for Breast Cancer Detection from Electronic Health Records. CCIA Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2019	J	`jnl`	FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention. IEEE Access Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romaní, Domenec Puig
2019	—	`conf`	FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN. VISIGRAPP (5: VISAPP) Adel Saleh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Saddam Abdulwahab, Md. Mostafa Kamal Sarker, Miguel Ángel García, Domenec Puig
2019	—	`conf`	Food Places Classification in Egocentric Images Using Siamese Neural Networks. CCIA Md. Mostafa Kamal Sarker, Syeda Furruka Banu, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Sylvie Chambon, Petia Radeva, Domenec Puig
2019	—	`conf`	Mass Detection in Mammograms Using a Robust Deep Learning Model. CCIA Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romaní, Domenec Puig
2019	J	`jnl`	MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. CoRR Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig
2018	J	`jnl`	A Novel Smart Grid State Estimation Method Based on Neural Networks. Int. J. Interact. Multim. Artif. Intell. Mohamed Abdel-Nasser, Karar Mahmoud, Heba Kashef
2018	J	`jnl`	Aggregating the temporal coherent descriptors in videos using multiple learning kernel for action recognition. Pattern Recognit. Lett. Adel Saleh, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2017	J	`jnl`	Analyzing the evolution of breast tumors through flow fields and strain tensors. Pattern Recognit. Lett. Mohamed Abdel-Nasser, Antonio Moreno, Hatem A. Rashwan, Domenec Puig
2017	J	`jnl`	Breast tumor classification in ultrasound images using texture analysis and super-resolution methods. Eng. Appl. Artif. Intell. Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Osama Ahmed Omer, Domenec Puig
2017	—	`conf`	Feature Learning for Breast Tumour Classification Using Bio-Inspired Optimization Algorithms. CCIA Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Nasibeh Saffari Tabalvandani, Domenec Puig
2017	—	`conf`	Improving the Performance of Diabetic Retinopathy Computer-Aided Diagnosis Systems Using an Ensemble of Texture Analysis Methods. CCIA Shimaa Ragab, Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2016	—	`conf`	Analysis of Temporal Coherence in Videos for Action Recognition. ICIAR Adel Saleh, Mohamed Abdel-Nasser, Farhan Akram, Miguel Ángel García, Domenec Puig
2016	J	`jnl`	Automatic nipple detection in breast thermograms. Expert Syst. Appl. Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Domenec Puig
2016	—	`—`	Development of advanced computer methods for breast cancer image interpretation through texture and temporal evolution analysis. Mohamed Abdel-Nasser
2016	—	`conf`	Exploiting the Kinematic of the Trajectories of the Local Descriptors to Improve Human Action Recognition. VISIGRAPP (3: VISAPP) Adel Saleh, Miguel Ángel García, Farhan Akram, Mohamed Abdel-Nasser, Domenec Puig
2016	—	`conf`	Modeling the Evolution of Breast Skin Temperatures for Cancer Detection. CCIA Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Domenec Puig
2016	J	`jnl`	Temporal mammogram image registration using optimized curvilinear coordinates. Comput. Methods Programs Biomed. Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2016	—	`conf`	The Impact of Coherence Analysis and Subsequences Aggregation on Representation Learning for Human Activity Recognition. CCIA Adel Saleh, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2016	J	`jnl`	Towards cost reduction of breast cancer diagnosis using mammography texture analysis. J. Exp. Theor. Artif. Intell. Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2016	—	`conf`	Ultrasound Image Enhancement Using a Deep Learning Architecture. AISI Mohamed Abdel-Nasser, Osama Ahmed Omer
2015	—	`conf`	Analysis of the evolution of breast tumours using strain tensors. CCIA Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2015	J	`jnl`	Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern. Expert Syst. Appl. Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Antonio Moreno
2015	—	`conf`	Breast Tissue Characterization in X-Ray and Ultrasound Images using Fuzzy Local Directional Patterns and Support Vector Machines. VISAPP (1) Mohamed Abdel-Nasser, Domenec Puig, Antonio Moreno, Adel Saleh, Joan Martí, Luis Martin, Anna Magarolas
2014	—	`conf`	Improvement of Mass Detection In Breast X-Ray Images Using Texture Analysis Methods. CCIA Mohamed Abdel-Nasser, Domenec Puig, Antonio Moreno