Ahmed El-Azab

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 21

Top Topics

Diffusion Weighted

Magnetic Resonance

Transfer Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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 (2019)
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)
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)
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)
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) (2019)
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)
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) (2019)
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 (2019)
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 (2018)
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)
Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei
. EMBC (2018)
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 (2018)
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)
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)
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)
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)
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 (2017)
Changmiao Wang, Ahmed El-Azab, Jianhuang Wu, Qingmao Hu
Lung nodule classification using deep feature fusion in chest radiography. Comput. Medical Imaging Graph. 57 (2017)
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)
Hesham W. Gomma, Ahmed El-Azab
Developing a treatment for neurogenic bladder dysfunction using Model Predictive Control (MPC). Biomed. Signal Process. Control. 36 (2017)
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 (2015)
Samir Elmougy, Ibrahim M. El-Henawy, Ahmed El-Azab
Model Based Ceramic tile inspection using Discrete Wavelet Transform and Euclidean Distance CoRR (2010)