Muhammad Ayoub

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Computed Tomography

Top Venues

Comput. Methods Programs Biomed.

Comput. Medical Imaging Graph.

Expert Syst. Appl.

Publications

Kelvin Kian Loong Wong, Wanni Xu, Muhammad Ayoub, You-Lei Fu, Huasen Xu, Ruizheng Shi, Mu Zhang, Feng Su, Zhiguo Huang, Weimin Chen
Brain image segmentation of the corpus callosum by combining Bi-Directional Convolutional LSTM and U-Net using multi-slice CT and MRI. Comput. Methods Programs Biomed. 238 (2023)
Kelvin KL Wong, Muhammad Ayoub, Zaijie Cao, Cang Chen, Weimin Chen, Dhanjoo N. Ghista, Chris W. J. Zhang
The synergy of cybernetical intelligence with medical image analysis for deep medicine: A methodological perspective. Comput. Methods Programs Biomed. 240 (2023)
Muhammad Ayoub, Zhifang Liao, Shabir Hussain, Lifeng Li, Chris W. J. Zhang, Kelvin K. L. Wong
End to end vision transformer architecture for brain stroke assessment based on multi-slice classification and localization using computed tomography. Comput. Medical Imaging Graph. 109 (2023)
Muhammad Ayoub, Zhifang Liao, Lifeng Li, Kelvin Kian Loong Wong
HViT: Hybrid vision inspired transformer for the assessment of carotid artery plaque by addressing the cross-modality domain adaptation problem in MRI. Comput. Medical Imaging Graph. 109 (2023)
Junaid Abdul Wahid, Lei Shi, Yufei Gao, Bei Yang, Lin Wei, Yongcai Tao, Shabir Hussain, Muhammad Ayoub, Imam Yagoub
Topic2Labels: A framework to annotate and classify the social media data through LDA topics and deep learning models for crisis response. Expert Syst. Appl. 195 (2022)
Shabir Hussain, Muhammad Ayoub, Ghulam Jilani, Yang Yu, Akmal Khan, Junaid Abdul Wahid, Muhammad Farhan Ali Butt, Guangqin Yang, Dietmar P. F. Möller, Weiyan Hou
Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modelling approach. Expert Syst. Appl. 209 (2022)