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ORCIDMuhammad Ayoub
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2020 – today
- 2025
[j7]Junaid Abdul Wahid
, Muhammad Ayoub, Mingliang Xu, Xiaoheng Jiang, Lei Shi, Shabir Hussain:
NN2ViT: Neural Networks and Vision Transformers based approach for Visual Anomaly Detection in Industrial Images. Neurocomputing 615: 128845 (2025)- 2023
- [j6]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: 102294 (2023) - [j5]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: 102295 (2023) - [j4]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: 107602 (2023) - [j3]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: 107677 (2023) - 2022
- [j2]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: 116562 (2022) - [j1]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: 118119 (2022)
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