Muhammad Ayoub

According to our database, Muhammad Ayoub authored at least 6 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

The synergy of cybernetical intelligence with medical image analysis for deep medicine: A methodological perspective.

Kelvin KL Wong, Muhammad Ayoub, Zaijie Cao, Cang Chen, Weimin Chen, Dhanjoo N. Ghista, Chris W. J. Zhang

Comput. Methods Programs Biomed., October, 2023

HViT: Hybrid vision inspired transformer for the assessment of carotid artery plaque by addressing the cross-modality domain adaptation problem in MRI.

Muhammad Ayoub, Zhifang Liao, Lifeng Li, Kelvin Kian Loong Wong

Comput. Medical Imaging Graph., October, 2023

End to end vision transformer architecture for brain stroke assessment based on multi-slice classification and localization using computed tomography.

Muhammad Ayoub, Zhifang Liao, Shabir Hussain, Lifeng Li, Chris W. J. Zhang, Kelvin K. L. Wong

Comput. Medical Imaging Graph., October, 2023

Brain image segmentation of the corpus callosum by combining Bi-Directional Convolutional LSTM and U-Net using multi-slice CT and MRI.

Kelvin Kian Loong Wong, Wanni Xu, Muhammad Ayoub, You-Lei Fu, Huasen Xu, Ruizheng Shi, Mu Zhang, Feng Su, Zhiguo Huang, Weimin Chen

Comput. Methods Programs Biomed., August, 2023

2022

Topic2Labels: A framework to annotate and classify the social media data through LDA topics and deep learning models for crisis response.

Junaid Abdul Wahid, Lei Shi, Yufei Gao, Bei Yang, Lin Wei, Yongcai Tao, Shabir Hussain, Muhammad Ayoub, Imam Yagoub

Expert Syst. Appl., 2022

Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modelling approach.

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

Expert Syst. Appl., 2022