🐝 About Me
I am currently a senior student from School of Biological Science and Medical Engineering, Beihang University.
I am priviledged to have been admitted and will be joining Birth Lab led by Prof. Qiyuan Tian (田启源) from School of Biomedical Engineering, Tsinghua University as a phD. student next year. Currently, I am serving as a research assistant in the lab under the mentorship of PhD. student Mingxuan Liu (刘铭轩). I was previously advised by Prof. Tao Liu (刘涛) and Prof. Xiaoyu Liu (刘笑宇) from School of Biological Science and Medical Engineering, Beihang University.
My researches focuse on AI for neuroscience, specifically targeting post-stroke cognitive impairment assessment and rehabilitation, and prenatal eeuroimaging analysis and diagnostics.
You can find my Curriculum Vitae here: Chinese Version / English Version.
📖 Educations
- 2022.09 - 2026.06, Undergraduate student: School of Biological Science and Medical Engineering, Beihang University, Beijin, China.
🔥 News
- 2025.07: 🎉🎉 Our paper has been accepted by PIPPI 2025(Oral)!
- 2025.06: 🎉🎉 Our paper has been accepted by MIDL 2025!
- 2025.02: 🎉🎉 Our paper has been accepted by ISMRM 2025!
- 2024.12: 🎉🎉 Our paper has been accepted by ISMRM 2025 Workshop on 40 Years of Diffusion (Power Pitch)!
📝 Publications
✝ co-first author $~~~~~~~~~~$ * corresponding author
CONFERENCE PAPERS
- (Oral)FetalExtract-LLM: Structured Information Extraction in Free-Text Fetal MRI Reports Based on Privacy-Ensuring Open-weights Large Language Models, Mingxuan Liu✝, Yijin Li✝, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian*, MICCAI Workshop on Perinatal, Preterm and Paediatric Image Analysis (PIPPI) 2025.
- Anatomy-guided Test-Time Adaptation for Automated Fetal Brain MRI Morphometry, Yijin Li, Mingxuan Liu, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian*, MIDL 2025.
- (PowerPitch)BrainSFUDA Fetal Brain Extraction from Diffusion-weighted MR Images using Source-free Unsupervised Domain Adaption, Yijin Li, Mingxuan Liu, Junchen Zhu, Hongjia Yang, Jialan Zheng, Ziyu Li, Yi Liao, Haibo Qu, Qiyuan Tian*, ISMRM 2025 Workshop on 40 Years of Diffusion.
- FetalSFUDA: Source-Free Unsupervised Domain Adaptation for Fetal Brain Extraction from Different Centers or MRI Sequences, Yijin Li, Mingxuan Liu, Junchen Zhu, Hongjia Yang, Jialan Zheng, Ziyu Li, Yi Liao, Haibo Qu, Qiyuan Tian*, ISMRM 2025.
MANUSCRIPTS UNDER REVIEW
- MicroKAN: mapping human brain microstructure using diffusion MRI and convolutional Kolmogorov-Arnold Network
Yifei Chen✝, Zihan Li✝, Yuanhan Wang, Yijin Li, Jialan Zheng, Hongjia Yang, Mingxuan Liu, Tolga Cukur, Ziyu Li, Qiyuan Tian*
Imaging Neuroscience (IMAG). 2025. (Under Review)
🏅 Honors and Awards
- 2025.07 First Prize at China International College Students’ Innovation Competition 2025。
- 2025.06 First Prize at 4th “Jingcai Dachuang” Beijing College Students’ Innovation and Entrepreneurship Competition.
- 2025.05 First Prize at 35th “Feng Ru Cup” Student Academic Science and Technology Works Competition, Beihang University.
- 2024.11 First Prize at 16th Contemporary Undergraduate Mathematical Contest in Modeling.
- 2024.10 Outstanding Individual in 2024 Summer Social Practice for University Students in Beijing.
- 2024.10 Beihang Outstanding Student and First Prize at Academic Excellence Scholarship.
- 2024.07 First Prize at 9th National Biomedical Engineering Innovation Design Competition for College Students.
- 2024.05 Meritorious Winner (International Level First Prize) at 2024 Interdisciplinary Contest in Modeling / Mathematical Contest in Modeling.
- 2023.10 National Scholarship, Ministry of Education, P.R. China.
Top scholarship in China. 0.2% domestically. - 2023.10 Beihang Outstanding Student and Highest Prize at Academic Excellence Scholarship.
💰 Funding
- 2024.09-2025.09 Beijing Natural Science Foundation Undergraduate “Qiyan” Program (¥50k)
- 2025.06-2026.06 Beijing Undergraduate Innovation and Entrepreneurship Training Program (¥5k)
💁 Academic Activities
- 2025.10, Attended the 2025 Beijing-Tsinghua Health AI Summit (Beihai Summit) in Beijing, China.
- 2025.09, Attended the 2025 Beijing Radiology Quality Control Conference in Beijing, China.
- 2025.07, Attended the 2025 Medical Imaging Computing Seminar (MICS) in Cixi, Zhejiang, China.
- 2025.06, Attended the OHBM 2025 in Brisbane, Australia.
- 2025.02, Attended the ISMRM 2025 Workshop on 40 Years of Diffusion: Past, Present & Future Perspectives in Kyoto, Japan.
🦜 Invited Talks
- 2025.10, Beijing-Tsinghua Health AI Summit (Beihai Summit).
- 2025.02, ISMRM 2025 Workshop on 40 Years of Diffusion: Past, Present & Future Perspectives.
🔗 Links
- BIRTHLab: The lab for Brain Imaging Research at Tsinghua
- Mingxuan Liu: School of Biomedical Engineering, Tsinghua University
- Yifei Chen: School of Biomedical Engineering, Tsinghua University
- Jialan Zheng: School of Biomedical Engineering, Tsinghua University
- Xunguang Bai: School of Biomedical Engineering, Tsinghua University
- Haoxiang Li: School of Biomedical Engineering, Tsinghua University
- Yingqi Hao: School of Biomedical Engineering, Tsinghua University