Scholar
Qiangguo Jin
Google Scholar ID: USoKG48AAAAJ
Northwestern Polytechnical University
Citations & Impact
Citations
2,182
H-index
14
i10-index
18
Publications
20
Co-authors
0
Contact
Publications
Resume (English only)
Academic Achievements
- Published papers in highly regarded journals and conferences, including IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025), IEEE Journal of Biomedical and Health Informatics (JBHI), Engineering Applications of Artificial Intelligence (EAAI), etc. Specific examples include 'HRProtoKD: A hierarchical and relational prototype based knowledge distillation framework for few-shot cancer molecular subtyping' and 'ERSR: An Ellipse-constrained pseudo-label refinement and symmetric regularization framework for semi-supervised fetal head segmentation in ultrasound images'.
Research Experience
- Currently a Tenure-track Associate Professor at Northwestern Polytechnical University, focusing on medical image analysis and bioinformatics.
Education
- 2019/09 - 2021/04: Visiting scholar at Data61, CSIRO, Australia (Supervisor: Prof. Changming Sun); 2017/09 - 2021/07: Ph.D. in College of Intelligence and Computing, Tianjin University (Co-supervised by Prof. Zhaopeng Meng and Prof. Ran Su); 2014/09 - 2017/01: M.S. in School of Computer Software, Tianjin University (Supervisor: Prof. Zhaopeng Meng); 2010/09 - 2014/07: B.S. in School of Computer Software, Tianjin University (Supervisor: Prof. Zhaopeng Meng)
Background
- Research Interests: Medical Image Analysis and Bioinformatics. Focuses on improving lesion detection and anatomical structure analysis, as well as drug development, complex disease diagnosis, and treatment.
Miscellany
- Call for graduate and undergraduate students! Hope you are hardworking, determined, and have basic programming skills and mathematics knowledge. You can receive detailed supervision on research and would have a promising career. Feel free to contact via email.
Co-authors