🔥 News

2025.12.14: 🎉🎉 Attended the Doctoral Interdisciplinary Frontier Forum & 810th Doctoral Academic Forum (Tsinghua University) and won Second Prize (¥3,000). Photo

2025.11.22: 🎉🎉 Attended the 2nd Graduate Academic Forum (School of Biomedical Engineering & School of Clinical Medicine, Tsinghua University). Photo

2025.09.27: 🎉🎉 Attended MICCAI 2025 in Daejeon, South Korea; won Second Prize in the MICCAI VLM3D Challenge .Photo

2025.07.19: 🎉🎉 Awarded First Prize in the 10th National Biomedical Engineering Innovation Design Competition. News

2025.06.21: 🎉🎉 Awarded Outstanding Undergraduate Graduate of Tsinghua University(Top 2%) News 1 News 2

2025.05.11: 🎉🎉 Selected as Tsinghua University School of Medicine Annual Undergraduate Figure. News

2025.04.28: 🎉🎉 Our Chest-OMDL Project got reported by official media of Tsinghua University. X Facebook

2025.04.28: 🎉🎉 Our paper addressed Multidisease Detection and Localization has been accepted by MIDL 2025.

📝 Publications

# co-first author | * corresponding author

CONFERENCE PAPERS

WARPNet: Scale-wise Autoregressive Cross-modal Synthesis for Accurate and Detail-preserving MRI-to-PET Generation
Guanyu Zhou#, Yifei Chen#, Gaoxiang Ying, Mingxuan Liu, Xuguang Bai, Jialan Zheng, Bixiao Cui, Qiyuan Tian*, Jie Lu*
IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2025. (Oral)
FetalExtract-LLM: Structured Information Extraction in Free-Text Fetal MRI Reports Based on Privacy-Ensuring Open-weights Large Language Models
[Paper]
Mingxuan Liu#, Yijin Li#, Juncheng Zhu#, Hongjia Yang, Yiming Huang, Haoxiang Li, Yifei Chen, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian*
MICCAI Workshop on Perinatal, Preterm and Paediatric Image Analysis (PIPPI). 2025. (Oral)
FetalCSR: Multi-input Attention Fusion Network for Neural ODE-based Fetal Cortical Surface Reconstruction
[Paper] [Code]
Haoxiang Li#, Mingxuan Liu#, Xuguang Bai, Yi Liao, Jialan Zheng, Hongjia Yang, Zihan Li, Haibo Qu, Qiyuan Tian*
ICLR 2025 Workshop on AI for Children (ICLR Workshop). 2025.
Chest-OMDL: Organ-specific Multidisease Detection and Localization in Chest CT Using Weakly Supervised Deep Learning from Free-text Radiology Report
[Paper] [Code]
Xuguang Bai#, Mingxuan Liu#, Yifei Chen, Hongjia Yang, Qiyuan Tian*
Medical Imaging with Deep Learning (MIDL). 2025.

CONFERENCE SHORT PAPERS

Anatomy-guided Test-Time Adaptation for Automated Fetal Brain MRI Morphometry
[Paper]
Yijin Li#, Mingxuan Liu#, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian*
Medical Imaging with Deep Learning-Short Papers (MIDL-Short). 2025.
Comprehensive Evaluation of Unsupervised Image Enhancement for Volumetric Fetal Brain MRI
[Paper] [Code]
Yanqi Hao#, Mingxuan Liu#, Hongjia Yang, Haoxiang Li, Xuguang Bai, Yi Liao, Haibo Qu, Qiyuan Tian*
Medical Imaging with Deep Learning-Short Papers (MIDL-Short). 2025.

🎖 Honors and Awards

[Certificate] 2025 Second Prize of Oral Presentation, 810th Doctoral Academic Forum (Doctoral Interdisciplinary Frontier Forum), Tsinghua University
[Certificate] 2025 MICCAI VLM3D Challenge 2nd Place Winner
[Certificate] 2025 First Prize in the 10th National Biomedical Engineering Innovation Design Competition, China.
[Certificate] 2025 Outstanding Graduate Award (Top 2%), Tsinghua University
[Certificate] 2025 Tsinghua University School of Medicine Annual Undergraduate Figure, Tsinghua University
[Certificate] 2024 National Scholarship, Ministry of Education, P.R. China (Top 1 in department)
Top scholarship in China. 0.2% domestically.
[Certificate] 2023 Scholarship for Comprehensive Academic Excellence, Tsinghua University
[Certificate] 2022 Scholarship for Athletic Achievement, Tsinghua University
[Certificate] 2022 Third Prize in the 25th Hardware Design Competition, Tsinghua University.

📖 Educations

2025.09 - 2028.06, Master’s student: School of Biomedical Engineering, Tsinghua University, China.
2021.09 - 2025.06, Undergraduate student: School of Biomedical Engineering, Tsinghua University, China.

⚽️ Sports Activities and Honors

2025.05, Placed 5th in the Capital University Football League (Group B, non-athletic recruit), representing Tsinghua University in Beijing.
2025.04, Participated in a friendly match with former Chinese National Team players Huang Bowen and Yu Dabao. Photo A Photo B
2024.11, Placed 4th in the Capital University Football League (Group B, non-athletic recruit), representing Tsinghua University. Photo
2024.10,Participated in football exchange activities in Xinjiang, China, as a member of the Tsinghua University Men’s Football Team. Photo A Photo B
2024.09, Selected as a regular member (non-athletic recruit) of the Tsinghua University Men’s Football Team. Photo
2024.05, Placed 4th in the Men’s 200m at the Tsinghua University Athletics Meet. Photo
2024.05, Placed 7th in the Men’s 100m at the Tsinghua University Athletics Meet. Photo
2024.04, As team captain, led the School of Medicine to successfully remain in Group B of the Tsinghua University Ma Yuehan Cup Football League. Photo
2023.05, Placed 4th in the Tsinghua University Ma Yuehan Cup Group A Football League, as a starting member of the Department of Electronic Engineering team. Photo
2022.05, Won the Championship in the Tsinghua University Freshmen Cup Football Tournament. Photo
2021.10, Won the Men’s 100m Championship at the Tsinghua University Barefoot Athletics Meet.

🔗 LINKS

BIRTHLab: The lab for Brain Imaging Research at Tsinghua
Mingxuan Liu:: School of Biomedical Engineering, Tsinghua University
Haoxiang Li: School of Biomedical Engineering, Tsinghua University
Yifei Chen: School of Biomedical Engineering, Tsinghua University
Jianglan Zheng: School of Biomedical Engineering, Tsinghua University
Yingqi Hao: School of Biomedical Engineering, Tsinghua University

Xuguang Bai