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ORCIDAhmed El-Azab
Ahmed Elazab
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2020 – today
- 2024
[j27]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: 124780 (2024)- [j26]Qingsong Wang
, Ruiquan Ge, Changmiao Wang, Ahmed Elazab, Qiming Fang, Renfeng Zhang:
TDFFM: Transformer and Deep Forest Fusion Model for Predicting Coronavirus 3C-Like Protease Cleavage Sites. IEEE ACM Trans. Comput. Biol. Bioinform. 21(5): 1231-1241 (2024) - [j25]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): 4820-4829 (2024) - [j24]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): 6013-6022 (2024) - [c23]Zhanghao Chen, Yifei Sun, Ruiquan Ge, Wenjian Qin, 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. ISBI 2024: 1-5 - [c22]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. ISBI 2024: 1-5 - [i9]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 abs/2402.11307 (2024) - [i8]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 abs/2405.00542 (2024) - [i7]Zhaojie Fang, Xiao Yu, Guanyu Zhou, Ke Zhuang, Yifei Chen, Ruiquan Ge, Changmiao Wang, Gangyong Jia, Qing Wu, Juan Ye, Maimaiti Nuliqiman, Peifang Xu, Ahmed Elazab:
LPUWF-LDM: Enhanced Latent Diffusion Model for Precise Late-phase UWF-FA Generation on Limited Dataset. CoRR abs/2409.00726 (2024) - 2023
- [c21]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: 2217-2222 - [c20]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: 120-130 - [c19]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: 745-755 - [i6]Saghir Alfasly, Zaid Al-Huda, Saifullah Bello, Ahmed Elazab, Jian Lu, Chen Xu:
OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment. CoRR abs/2303.00725 (2023) - [i5]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 abs/2307.11530 (2023) - [i4]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 abs/2311.04772 (2023) - [i3]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 abs/2311.15328 (2023) - 2022
- [j23]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: 108041 (2022) - [j22]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): 109 (2022) - [j21]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): 3357-3371 (2022) - 2021
- [j20]Yang Li, Jun Yang, Jiajia Ni, Ahmed Elazab, Jianhuang Wu:
TA-Net: Triple attention network for medical image segmentation. Comput. Biol. Medicine 137: 104836 (2021) - [j19]Mohammed Abdelaziz, Tianfu Wang, Ahmed Elazab:
Alzheimer's disease diagnosis framework from incomplete multimodal data using convolutional neural networks. J. Biomed. Informatics 121: 103863 (2021) - [j18]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): 358-370 (2021) - [c18]Yang Li, Jiajia Ni, Ahmed Elazab, Jianhuang Wu:
Multiple Self-attention Network for Intracranial Vessel Segmentation. IJCNN 2021: 1-8 - 2020
- [j17]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: 27779-27792 (2020) - [j16]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: 42816-42827 (2020) - [j15]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: 101632 (2020) - [j14]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: 101652 (2020) - [j13]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: 321-332 (2020) - [j12]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: 477-490 (2020) - [c17]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: 1750-1753 - [c16]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: 1-4 - [c15]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: 1896-1899 - [i2]Ahmed Ramzy, Ahmed Elazab:
Question Identification in Arabic Language Using Emotional Based Features. CoRR abs/2008.03843 (2020)
2010 – 2019
- 2019
- [j11]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei:
Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. IEEE Access 7: 63605-63618 (2019) - [j10]Ahmed El-Azab, Ahmed M. Anter, Hongmin Bai, Qingmao Hu, Zakir Hussain, Dong Ni, Tianfu Wang, Baiying Lei:
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects. Appl. Soft Comput. 80: 617-627 (2019) - [j9]Haijun Lei, Yuting Wen, Zhuhong You, Ahmed El-Azab, Ee-Leng Tan, Yujia Zhao, Baiying Lei:
Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine. IEEE J. Biomed. Health Informatics 23(3): 1290-1303 (2019) - [j8]Haijun Lei, Zhongwei Huang, Feng Zhou, Ahmed El-Azab, Ee-Leng Tan, Hancong Li, Jing Qin, Baiying Lei:
Parkinson's Disease Diagnosis via Joint Learning From Multiple Modalities and Relations. IEEE J. Biomed. Health Informatics 23(4): 1437-1449 (2019) - [c14]Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei:
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. EMBC 2019: 185-188 - [c13]Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei:
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data. EMBC 2019: 281-284 - [c12]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: 6561-6564 - [c11]Fanglin Huang, Ahmed El-Azab, Le Ou-Yang, Joseph Tan, Tianfu Wang, Baiying Lei:
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder Diagnosis. ISBI 2019: 1555-1558 - [c10]Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, Ahmed El-Azab, Baiying Lei:
Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis. CNI@MICCAI 2019: 1-9 - [c9]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: 79-87 - [c8]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: 142-150 - 2018
- [j7]Ahmed El-Azab, Yousry M. AbdulAzeem, Ahmed M. Anter, Qingmao Hu, Tianfu Wang, Baiying Lei:
Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review. IEEE Access 6: 30663-30679 (2018) - [j6]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: 34-47 (2018) - [j5]Haijun Lei, Tao Han, Feng Zhou, Zhen Yu, Jing Qin, Ahmed El-Azab, Baiying Lei:
A deeply supervised residual network for HEp-2 cell classification via cross-modal transfer learning. Pattern Recognit. 79: 290-302 (2018) - [c7]Ahmed El-Azab, Hongmin Bai, Mengya Yang, Qingmao Hu, Minh Hung Le, Tianfu Wang, Baiying Lei:
A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment. EMBC 2018: 758-761 - [c6]Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei:
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data*. EMBC 2018: 1254-1257 - [c5]Zhongwei Huang, Haijun Lei, Yujia Zhao, Feng Zhou, Jin Yan, Ahmed El-Azab, Baiying Lei:
Longitudinal and multi-modal data learning for Parkinson's disease diagnosis. ISBI 2018: 1411-1414 - [c4]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao:
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis. PRIME@MICCAI 2018: 138-146 - [c3]Haijun Lei, Zhongwei Huang, Ahmed El-Azab, Hancong Li, Baiying Lei:
Longitudinal and Multi-modal Data Learning via Joint Embedding and Sparse Regression for Parkinson's Disease Diagnosis. MLMI@MICCAI 2018: 310-318 - 2017
- [j4]Tianqiao Zhang, Ahmed El-Azab, Xiaogang Wang, Fucang Jia, Jianhuang Wu, Guanglin Li, Qingmao Hu:
A Novel Technique for Robust and Fast Segmentation of Corneal Layer Interfaces Based on Spectral-Domain Optical Coherence Tomography Imaging. IEEE Access 5: 10352-10363 (2017) - [j3]Hesham W. Gomma, Ahmed El-Azab:
Developing a treatment for neurogenic bladder dysfunction using Model Predictive Control (MPC). Biomed. Signal Process. Control. 36: 155-167 (2017) - [j2]Changmiao Wang, Ahmed El-Azab, Jianhuang Wu, Qingmao Hu:
Lung nodule classification using deep feature fusion in chest radiography. Comput. Medical Imaging Graph. 57: 10-18 (2017) - [c2]Ahmed El-Azab, Hongmin Bai, Xiaodong Zhang, Qingmao Hu:
Low grade glioma growth modeling considering chemotherapy and radiotherapy effects from magnetic resonance images. EMBC 2017: 3077-3080 - [c1]Xiaodong Zhang, Ahmed El-Azab, Qingmao Hu:
Segmentation of hyper-acute cerebral infarct based on random forest and sparse coding from diffusion weighted imaging. EMBC 2017: 3425-3428 - 2015
- [j1]Ahmed El-Azab, Changmiao Wang, Fucang Jia, Jianhuang Wu, Guanglin Li, Qingmao Hu:
Segmentation of Brain Tissues from Magnetic Resonance Images Using Adaptively Regularized Kernel-Based Fuzzy c-Means Clustering. Comput. Math. Methods Medicine 2015: 485495:1-485495:12 (2015) - 2010
- [i1]Samir Elmougy, Ibrahim M. El-Henawy, Ahmed El-Azab:
Model Based Ceramic tile inspection using Discrete Wavelet Transform and Euclidean Distance. CoRR abs/1003.1811 (2010)
Coauthor Index
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last updated on 2024-11-07 21:30 CET by the dblp team
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