Muhammad Ayoub

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-driven social media text analysis during crisis: A review for natural disasters and pandemics.
Appl. Soft Comput.
Junaid Abdul Wahid, Mingliang Xu, Muhammad Ayoub, Xiaoheng Jiang, Lei Shi, Yufei Gao, Shabir Hussain, Yu Yang
2025 J jnl
CancerFusionPrompt: A Novel Framework for Multimodal Cancer Subtype Classification Using Vision-Language Model.
Expert Syst. J. Knowl. Eng.
Ruonan Liu, Muhammad Ayoub, Junaid Abdul Wahid
2025 J jnl
NN2ViT: Neural Networks and Vision Transformers based approach for Visual Anomaly Detection in Industrial Images.
Neurocomputing
Junaid Abdul Wahid, Muhammad Ayoub, Mingliang Xu, Xiaoheng Jiang, Lei Shi, Shabir Hussain
2025 — conf
Re-Thinking the Nature of Planning for Safe and Personalized Treatment Management Planning Using Large Language Models.
BIBM
Muhammad Ayoub, Hai Zhao, Dongjie Yang, Hongming Shan, Yifei Yang, Lifeng Li
2025 — conf
Region-Wise MRI Analysis Reveals Posterior Parietal Atrophy as an Early Dementia Biomarker and Highlights Nonlinear Progression Across Cognitive Stages.
BIBM
Muhammad Ayoub, Hai Zhao, Lifeng Li, Defu Qiu, Yucheng Song
2024 — conf
End-to-End Transformer Architecture with Novel Ensemble Learning Method Integrating CT Scans and Clinical Narratives for Brain Stroke Diagnosis.
CGI (3)
Junaid Abdul Wahid, Muhammad Ayoub, Mingliang Xu, Xiaoheng Jiang, Lei Shi, Lifeng Li, Shabir Hussain, Ashfaque Khawaja, Yufei Gao
2023 J jnl
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.
Kelvin Kian Loong Wong, Wanni Xu, Muhammad Ayoub, You-Lei Fu, Huasen Xu, Ruizheng Shi, Mu Zhang, Feng Su, Zhiguo Huang, Weimin Chen
2023 J jnl
End to end vision transformer architecture for brain stroke assessment based on multi-slice classification and localization using computed tomography.
Comput. Medical Imaging Graph.
Muhammad Ayoub, Zhifang Liao, Shabir Hussain, Lifeng Li, Chris W. J. Zhang, Kelvin K. L. Wong
2023 J jnl
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.
Muhammad Ayoub, Zhifang Liao, Lifeng Li, Kelvin Kian Loong Wong
2023 J jnl
The synergy of cybernetical intelligence with medical image analysis for deep medicine: A methodological perspective.
Comput. Methods Programs Biomed.
Kelvin KL Wong, Muhammad Ayoub, Zaijie Cao, Cang Chen, Weimin Chen, Dhanjoo N. Ghista, Chris W. J. Zhang
2022 J jnl
Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modelling approach.
Expert Syst. Appl.
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
2022 J jnl
Topic2Labels: A framework to annotate and classify the social media data through LDA topics and deep learning models for crisis response.
Expert Syst. Appl.
Junaid Abdul Wahid, Lei Shi, Yufei Gao, Bei Yang, Lin Wei, Yongcai Tao, Shabir Hussain, Muhammad Ayoub, Imam Yagoub