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 036; Akmal Khan; Junaid Abdul Wahid; Muhammad Farhan Ali Butt; Guangqin Yang; Dietmar P. F. Möller; Weiyan Hou (Expert Syst. Appl., 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 001; Yufei Gao 001; Bei Yang; Lin Wei; Yongcai Tao; Shabir Hussain; Muhammad Ayoub; Imam Yagoub (Expert Syst. Appl., 2022)

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 017; Feng Su; Zhiguo Huang; Weimin Chen (Comput. Methods Programs Biomed., 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., 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., 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., 2023)

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 001; Xiaoheng Jiang; Lei Shi 001; Lifeng Li; Shabir Hussain; Ashfaque Khawaja; Yufei Gao 001 (CGI (3), 2024)

AI-driven social media text analysis during crisis: A review for natural disasters and pandemics. - Junaid Abdul Wahid; Mingliang Xu 001; Muhammad Ayoub; Xiaoheng Jiang; Lei Shi 001; Yufei Gao 001; Shabir Hussain; Yu Yang (Appl. Soft Comput., 2025)

NN2ViT: Neural Networks and Vision Transformers based approach for Visual Anomaly Detection in Industrial Images. - Junaid Abdul Wahid; Muhammad Ayoub; Mingliang Xu 001; Xiaoheng Jiang; Lei Shi 001; Shabir Hussain (Neurocomputing, 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., 2025)