Ahmed Elazab

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Disease Diagnosis

Convolutional Neural Networks

Vessel Segmentation

Sparse Learning

Top Venues

Neural Networks

IEEE J. Biomed. Health Informatics

Publications

Ruiquan Ge, Zhaojie Fang, Pengxue Wei, Zhanghao Chen, Hongyang Jiang, Ahmed Elazab, Wangting Li, Xiang Wan, Shaochong Zhang, Changmiao Wang
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement. CoRR (2024)
Ruiquan Ge, Zhaojie Fang, Pengxue Wei, Zhanghao Chen, Hongyang Jiang, Ahmed Elazab, Wangting Li, Xiang Wan, Shaochong Zhang, Changmiao Wang
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-Scale Generation and Registration Enhancement. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Xinlei Yu, Xinyang Li, Ruiquan Ge, Shibin Wu, Ahmed Elazab, Jichao Zhu, Lingyan Zhang, Gangyong Jia, Taosheng Xu, Xiang Wan, Changmiao Wang
ICHPro: Intracerebral Hemorrhage Prognosis Classification Via Joint-attention Fusion-based 3d Cross-modal Network. CoRR (2024)
Saghir Alfasly, Zaid Al-Huda, Saifullahi Aminu Bello, Ahmed Elazab, Jian Lu, Chen Xu
OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Ahmed Elazab, Changmiao Wang, Mohammed Abdelaziz, Jian Zhang, Jason Gu, Juan Manuel Górriz, Yudong Zhang, Chunqi Chang
Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions. Expert Syst. Appl. 255 (2024)
Qingsong Wang, Xin Lin, Ruiquan Ge, Ahmed Elazab, Xiangyang Hu, Jionghao Cheng, Yuqing Peng, Xiang Wan, Changmiao Wang
MPSurv: End-to-End Multi-model Pseudo-Label Model for Brain Tumor Survival Prediction with Population Information Integration. CMMCA@MICCAI (2023)
Zhaojie Fang, Zhanghao Chen, Pengxue Wei, Wangting Li, Shaochong Zhang, Ahmed Elazab, Gangyong Jia, Ruiquan Ge, Changmiao Wang
UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-wide-angle Transformation Multi-scale GAN. CoRR (2023)
Saghir Alfasly, Zaid Al-Huda, Saifullah Bello, Ahmed Elazab, Jian Lu, Chen Xu
OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment. CoRR (2023)
Zhanghao Chen, Yifei Sun, Wenjian Qin, Ruiquan Ge, Cheng Pan, Wenming Deng, Zhou Liu, Wenwen Min, Ahmed Elazab, Xiang Wan, Changmiao Wang
BS-Diff: Effective Bone Suppression Using Conditional Diffusion Models from Chest X-Ray Images. CoRR (2023)
Zhaojie Fang, Zhanghao Chen, Pengxue Wei, Wangting Li, Shaochong Zhang, Ahmed Elazab, Gangyong Jia, Ruiquan Ge, Changmiao Wang
UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-Wide-Angle Transformation Multi-scale GAN. MICCAI (7) (2023)
Xuhao Shan, Xinyang Li, Ruiquan Ge, Shibin Wu, Ahmed Elazab, Jichao Zhu, Lingyan Zhang, Gangyong Jia, Qingying Xiao, Xiang Wan, Changmiao Wang
GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge Integration. CoRR (2023)
Xuhao Shan, Xinyang Li, Ruiquan Ge, Shibin Wu, Ahmed Elazab, Jichao Zhu, Lingyan Zhang, Gangyong Jia, Qingying Xiao, Xiang Wan, Changmiao Wang
GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge Integration. BIBM (2023)
Jiajia Ni, Jianhuang Wu, Ahmed Elazab, Jing Tong, Zhengming Chen
DNL-Net: deformed non-local neural network for blood vessel segmentation. BMC Medical Imaging 22 (1) (2022)
Ahmed Elazab, Mohamed Abd Elfattah, Yuexin Zhang
Novel multi-site graph convolutional network with supervision mechanism for COVID-19 diagnosis from X-ray radiographs. Appl. Soft Comput. 114 (2022)
Zhongwei Huang, Haijun Lei, Guoliang Chen, Alejandro F. Frangi, Yanwu Xu, Ahmed Elazab, Jing Qin, Baiying Lei
Parkinson's Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Yang Li, Jiajia Ni, Ahmed Elazab, Jianhuang Wu
Multiple Self-attention Network for Intracranial Vessel Segmentation. IJCNN (2021)
Yang Li, Jun Yang, Jiajia Ni, Ahmed Elazab, Jianhuang Wu
TA-Net: Triple attention network for medical image segmentation. Comput. Biol. Medicine 137 (2021)
Mohammed Abdelaziz, Tianfu Wang, Ahmed Elazab
Alzheimer's disease diagnosis framework from incomplete multimodal data using convolutional neural networks. J. Biomed. Informatics 121 (2021)
Haijun Lei, Shaomin Liu, Ahmed Elazab, Xuehao Gong, Baiying Lei
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Xuegang Song, Ahmed Elazab, Yuexin Zhang
Classification of Mild Cognitive Impairment Based on a Combined High-Order Network and Graph Convolutional Network. IEEE Access 8 (2020)
Ahmed Ramzy, Ahmed Elazab
Question Identification in Arabic Language Using Emotional Based Features. CoRR (2020)
Baiying Lei, Yujia Zhao, Zhongwei Huang, Xiaoke Hao, Feng Zhou, Ahmed Elazab, Jing Qin, Haijun Lei
Adaptive sparse learning using multi-template for neurodegenerative disease diagnosis. Medical Image Anal. 61 (2020)
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. 61 (2020)
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Qingmao Hu, Tianfu Wang, Chunqi Chang, Baiying Lei
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images. Neural Networks 132 (2020)
Enmin Liang, Ahmed Elazab, Shuang Liang, Qiong Wang, Tianfu Wang, Baiying Lei
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network. ISBI (2020)
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Tianfu Wang, Baiying Lei, Chunqi Chang
Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images. EMBC (2020)
Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. ISBI (2020)
Hai Xie, Haijun Lei, Xianlu Zeng, Yejun He, Guozhen Chen, Ahmed Elazab, Guanghui Yue, Jiantao Wang, Guoming Zhang, Baiying Lei
AMD-GAN: Attention encoder and multi-branch structure based generative adversarial networks for fundus disease detection from scanning laser ophthalmoscopy images. Neural Networks 132 (2020)
Yongjun Wang, Baiying Lei, Ahmed Elazab, Ee-Leng Tan, Wei Wang, Fanglin Huang, Xuehao Gong, Tianfu Wang
Breast Cancer Image Classification via Multi-Network Features and Dual-Network Orthogonal Low-Rank Learning. IEEE Access 8 (2020)
Yujin Hu, Libao Guo, Baiying Lei, Muyi Mao, Zelong Jin, Ahmed Elazab, Bei Xia, Tianfu Wang
Fully Automatic Pediatric Echocardiography Segmentation Using Deep Convolutional Networks Based on BiSeNet. EMBC (2019)
Haijun Lei, Hancong Li, Ahmed Elazab, Xuegang Song, Zhongwei Huang, Baiying Lei
Diagnosis of Parkinson's Disease in Genetic Cohort Patients via Stage-Wise Hierarchical Deep Polynomial Ensemble Learning. PRIME@MICCAI (2019)
Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei
Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection. GLMI@MICCAI (2019)
Olatunji Mumini Omisore, Shipeng Han, Lingxue Ren, Ahmed Elazab, Hui Li, Talaat Abdelhamid, Nureni Ayofe Azeez, Lei Wang
Deeply-learnt damped least-squares (DL-DLS) method for inverse kinematics of snake-like robots. Neural Networks 107 (2018)