Name: Dr. Shabir Hussain
Email:
shabir.nicaas@gmail.com;
Shabir.hussain@sz.tsinghua.edu.cn
Research Interests:
Deep Learning and Machine Learning for Spatial Transcriptomics, Bioinformatics, Healthcare Analytics, Biomedical Engineering
Education:
2024-Present, Postdoctoral Researcher, IBHE, Tsinghua University, Shenzhen, China, Supervisor: Prof Liu Xiao
2018-2023, Ph.D. in Software Engineering, School of Computer and Artificial Intelligence, Zhengzhou University, Zhengzhou , Henan, China, Supervisor: Prof Hou Weiyan
2013-2016, Master’s Degree in Computer Science, NCBA&E, Lahore, Pakistan, Supervisor: Prof Imran Sarwar Bajwa.
2009-2011, Master’s Degree Information Technology, The University Institute of Information Technology, PMAS Arid Agriculture University Rawalpindi, Pakistan
2007-2009, Bachelor’s degree in Computer Science, Department of Computer Science, Khawaja Fareed Govt P.G College, Rahim Yar Khan, Pakistan.
Work Experience
Senior Lecturer 2016-2022: National College of Business Administration & Economics, Lahore, Pakistan
· Teaching undergraduate and postgraduate level students.
· Supervising undergraduate-level students.
Publications:
l All publications at Google Scholar
https://scholar.google.com/citations?user=taN-J0MAAAAJ&hl=en
l All publications at ResearchGate
https://www.researchgate.net/profile/Shabir-Hussain-15
1. Hussain, S., Ayoub, M., Jilani, G., Yu, Y., Khan, A., Wahid, J. A., ... & Weiyan, H. (2022). Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modelling approach. Expert Systems with Applications, 209, 118119. (SCI, 中科院一区Top期刊, IF：8.665).
2. Hussain, S., Yu, Y., Ayoub, M., Khan, A., Rehman, R., Wahid, J. A., & Hou, W. (2021). IoT and deep learning based approach for rapid screening and face mask detection for infection spread control of COVID-19. Applied Sciences, 11(8), 3495. (SCI, 中科院三区, IF：2.838).
3. Hussain, S., Ayoub, M., Yu, Y., Khan, A., Wahid, J. A., ... & Weiyan, H. (2023). An Ensemble Deep Learning Framework for Situational Aspects-Based Annotation and Classification Using International Student's Tweets during COVID-19. Comput. Mater. Contin. (SCI, 中科院三区, IF：3.60).
4. Hussain, S., Wahid, J. A., Ayoub, M., Tong, H., & Rehman, R. (2023). Automated Segmentation of Coronary Arteries using Attention-Gated UNet for Precise Diagnosis. Pakistan Journal of Scientific Research, 3(1), 124-129.
5. Ayoub, M., Liao, Z., Hussain, S., Li, L., Zhang, C. W. J., & Wong, K. K. L. (2023). End to End Vision Transformer Architecture for Stroke Assessment Based on Multi-slice Classification and Localization using Brain Computed Tomography. Computerized Medical Imaging and Graphics, 102294.
6. Wahid, J. A., Mingliang, X., Ayoub, M., Husssain, S., Li, L., & Shi, L. (2024). A hybrid ResNet-ViT approach to bridge the global and local features for myocardial infarction detection. Scientific Reports, 14(1), 4359.
7. Ayoub, M., Liao, Z., Hussain, S., Li, L., Zhang, C. W., & Wong, K. K. (2023). End to End Vision Transformer Architecture for Stroke Assessment Based on Multi-slice Classification and Localization using Brain Computed Tomography. Computerized Medical Imaging and Graphics, 102294. (SCI, 中科院三区, IF：5.7).
8. Y. Yu, O. Carl, S. Hussain, W. Hou and T. Weis, "A Privacy-Protecting Step-Level Walking Direction Detection Algorithm based on Floor Vibration," in IEEE Sensors Journal, doi: 10.1109/JSEN.2022.3209909. . (SCI, 中科院三区, IF：4.3).
9. Yu, Y., Qin, X., Hussain, S., Hou, W., & Weis, T. (2022). Pedestrian Counting Based on Piezoelectric Vibration Sensor. Applied Sciences, 12(4), 1920. . (SCI, 中科院三区, IF：2.838).
10. Wahid, J.A., Shi, L., Gao, Y., Yang, B., Wei, L., Tao, Y., Hussain, S., Ayoub, M. and Yagoub, I., 2022. Topic2Labels: A framework to annotate and classify the social media data through LDA topics and deep learning models for crisis response. Expert Systems with Applications, 195, p.116562. (SCI, 中科院一区Top期刊, IF：8.665).
11. Bukhari, N., Hussain, S., Ayoub, M., Yu, Y., & Khan, A. (2022). Deep Learning based Framework for Emotion Recognition using Facial Expression. Pakistan Journal of Engineering and Technology, 5(3), 51-57.