Mustafa A. Elattar

23 papers C 2Journal 10Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx. CoRR Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim
2024	J	`jnl`	A novel data augmentation approach for ego-lane detection enhancement. Evol. Syst. Retaj Yousri, Kareem Moussa, Mustafa A. Elattar, Ahmed H. Madian, M. Saeed Darweesh
2024	J	`jnl`	Improving Targeted Molecule Generation through Language Model Fine-Tuning Via Reinforcement Learning. CoRR Salma J. Ahmed, Mustafa A. Elattar
2024	J	`jnl`	QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge. CoRR Hongwei Bran Li, Fernando Navarro, Ivan Ezhov, Amirhossein Bayat, Dhritiman Das, Florian Kofler, Suprosanna Shit, Diana Waldmannstetter, Johannes C. Paetzold, Xiaobin Hu, Benedikt Wiestler, Lucas Zimmer, Tamaz Amiranashvili, Chinmay Prabhakar, Christoph Berger, Jonas Weidner, Michelle Alonso-Basanta, Arif Rashid, Ujjwal Baid, Wesam Adel, Deniz Alis, Bhakti Baheti, Yingbin Bai, Ishaan Bhat, Sabri Can Cetindag, Wenting Chen, Li Cheng, Prasad Dutande, Lara Dular, Mustafa A. Elattar, Ming Feng, Shengbo Gao, Henkjan Huisman, Weifeng Hu, Shubham Innani, Wei Jiat, Davood Karimi, Hugo J. Kuijf, Jin Tae Kwak, Hoang Long Le, Xiang Lia, Huiyan Lin, Tongliang Liu, Jun Ma, Kai Ma, Ting Ma, Ilkay Öksüz, Robbie Holland, Arlindo L. Oliveira, Jimut Bahan Pal, Xuan Pei, Maoying Qiao, Anindo Saha, Raghavendra Selvan, Linlin Shen, João Lourenço Silva, Ziga Spiclin, Sanjay N. Talbar, Dadong Wang, Wei Wang, Xiong Wang, Yin Wang, Ruiling Xia, Kele Xu, Yanwu Yan, Mert Yergin, Shuang Yu, Lingxi Zeng, YingLin Zhang, Jiachen Zhao, Yefeng Zheng, Martin Zukovec, Richard K. G. Do, Anton S. Becker, Amber L. Simpson, Ender Konukoglu, András Jakab, Spyridon Bakas, Leo Joskowicz, Bjoern H. Menze
2023	—	`conf`	A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProx. MIUA Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim
2023	—	`conf`	Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRI. MIUA Merna Bibars, Peter E. Salah, Ayman Eldeib, Mustafa A. Elattar, Inas A. Yassine
2023	—	`conf`	Iterative Refinement Algorithm for Liver Segmentation Ground-Truth Generation Using Fine-Tuning Weak Labels for CT and Structural MRI. MIUA Peter E. Salah, Merna Bibars, Ayman Eldeib, Ahmed M. Ghanem, Ahmed M. Gharib, Khaled Z. Abd-Elmoniem, Mustafa A. Elattar, Inas A. Yassine
2022	—	`conf`	A CAD System for Lung Cancer Detection Using Chest X-ray: A Review. MEDI Workshops Kareem Elgohary, Samar Ibrahim, Sahar Selim, Mustafa A. Elattar
2022	C	`conf`	A Novel Diagnostic Model for Early Detection of Alzheimer's Disease Based on Clinical and Neuroimaging Features. MEDI Eyad Gad, Aya Gamal, Mustafa A. Elattar, Sahar Selim
2022	—	`conf`	Differentiation Between Normal and Abnormal Functional Brain Connectivity Using Non-directed Model-Based Approach. MEDI Workshops Heba Ali, Mustafa A. Elattar, Walid Al-Atabany, Sahar Selim
2022	—	`conf`	Does Deep Learning Require Image Registration for Early Prediction of Alzheimer's Disease? A Comparative Study Using ADNI Database. MEDI Workshops Aya Gamal, Mustafa A. Elattar, Sahar Selim
2022	J	`jnl`	Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries. CoRR Carla Sendra-Balcells, Víctor M. Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa A. Elattar, Benard Ohene Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z. Wanyonyi, Marleen Temmerman, Kamil Wojciech Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir
2022	C	`conf`	In the Identification of Arabic Dialects: A Loss Function Ensemble Learning Based-Approach. MEDI Salma Jamal, Salma Khaled, Aly M. Kassem, Ayaalla Eltabey, Alaa Osama, Samah Mohamed, Mustafa A. Elattar
2022	J	`jnl`	License Plate Image Analysis Empowered by Generative Adversarial Neural Networks (GANs). IEEE Access Ibrahim H. El-Shal, Omar M. Fahmy, Mustafa A. Elattar
2022	—	`conf`	Light-Weight Food/Non-Food Classifier for Real-Time Applications. NILES Salma Zakzouk, Aya Saafan, Menna-allah Sayed, Mustafa A. Elattar, M. Saeed Darweesh
2021	J	`jnl`	A Deep Learning-Based Benchmarking Framework for Lane Segmentation in the Complex and Dynamic Road Scenes. IEEE Access Retaj Yousri, Mustafa A. Elattar, M. Saeed Darweesh
2021	—	`conf`	LTE Uplink Interference Inspection Using Convolutional Neural Networks. NILES Amr Medhat, Mustafa A. Elattar, Omar M. Fahmy
2019	—	`conf`	Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation. ISBI Ahmed H. Shahin, Karim Amer, Mustafa A. Elattar
2019	J	`jnl`	Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation. CoRR Ahmed H. Shahin, Karim Amer, Mustafa A. Elattar
2015	—	`conf`	Automated Detection of Aortic Root Landmarks in Preprocedure CT Angiography Images for Transcatheter Aortic Valve Implantation Patients. ICIAR Mustafa A. Elattar, Esther Wiegerinck, Floortje van Kesteren, Lucile Dubois, Nils Planken, Ed VanBavel, Jan Baan, Henk A. Marquering
2015	—	`conf`	Automatic Planning of Minimally Invasive Aortic Valve Replacement Surgery. ICIAR Mustafa A. Elattar, Floortje van Kesteren, Esther Wiegerinck, Ed van Bavel, Jan Baan, Riccardo Cocchieri, Nils Planken, Henk A. Marquering
2014	J	`jnl`	A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images. Medical Image Anal. Avan Suinesiaputra, Brett R. Cowan, Ahmed O. Al-Agamy, Mustafa A. Elattar, Nicholas Ayache, Ahmed S. Fahmy, Ayman M. Khalifa, Pau Medrano-Gracia, Marie-Pierre Jolly, Alan H. Kadish, Daniel C. Lee, Ján Margeta, Simon K. Warfield, Alistair A. Young
2014	J	`jnl`	Automatic segmentation of the aortic root in CT angiography of candidate patients for transcatheter aortic valve implantation. Medical Biol. Eng. Comput. Mustafa A. Elattar, E. M. Wiegerinck, R. N. Planken, Ed VanBavel, Hans C. van Assen, Jan Baan, Henk A. Marquering