Muhammad Ayoub

According to our database, Muhammad Ayoub authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

CancerFusionPrompt: A Novel Framework for Multimodal Cancer Subtype Classification Using Vision-Language Model.

Ruonan Liu, Muhammad Ayoub, Junaid Abdul Wahid

Expert Syst. J. Knowl. Eng., May, 2025

NN2ViT: Neural Networks and Vision Transformers based approach for Visual Anomaly Detection in Industrial Images.

Junaid Abdul Wahid, Muhammad Ayoub, Mingliang Xu, Xiaoheng Jiang, Lei Shi, Shabir Hussain

Neurocomputing, 2025

AI-driven social media text analysis during crisis: A review for natural disasters and pandemics.

Junaid Abdul Wahid, Mingliang Xu, Muhammad Ayoub, Xiaoheng Jiang, Lei Shi, Yufei Gao, Shabir Hussain, Yu Yang

Appl. Soft Comput., 2025

Re-Thinking the Nature of Planning for Safe and Personalized Treatment Management Planning Using Large Language Models.

Muhammad Ayoub, Hai Zhao, Dongjie Yang, Hongming Shan, Yifei Yang, Lifeng Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Region-Wise MRI Analysis Reveals Posterior Parietal Atrophy as an Early Dementia Biomarker and Highlights Nonlinear Progression Across Cognitive Stages.

Muhammad Ayoub, Hai Zhao, Lifeng Li, Defu Qiu, Yucheng Song

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

End-to-End Transformer Architecture with Novel Ensemble Learning Method Integrating CT Scans and Clinical Narratives for Brain Stroke Diagnosis.

Junaid Abdul Wahid, Muhammad Ayoub, Mingliang Xu, Xiaoheng Jiang, Lei Shi, Lifeng Li, Shabir Hussain, Ashfaque Khawaja, Yufei Gao

Proceedings of the Advances in Computer Graphics, 2024

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