个人简介

付婉怡，北京大学医学部医学技术研究院助理教授、副研究员、博士生导师。博士毕业于美国杜克大学电子与计算机工程系，本科毕业于明尼苏达大学-双城分校电子工程系。曾在清华大学电子系担任博士后、助理研究员，获得国家博士后引进项目，清华大学“水木学者”以及“张克潜”冠名资助。主持“领航计划”科技创新培育项目，北京大学医学部“扬帆计划”。以第一作者或通讯作者发表论文20余篇，包括IEEE Journal of Biomedical and Health Informatics Image Informatics Featured Article, Journal of Medical Imaging封面文章，Cyborg and Bionic System等。研究成果已在通用电气等企业实现临床转化。

教育与工作经历

· 助理教授/副研究员，北京大学医学部，医学技术研究院

· 博士后 / 助理研究员，清华大学电子工程系

· 博士，美国杜克大学电子与计算机工程系

· 学士，美国明尼苏达大学-双城分校电子工程系

研究方向

医学信息获取与数字孪生

医学物理与个体化影像技术

新一代人工智能与医学影像分析

人才招聘：招收博士、硕士研究生、博士后与科研助理。诚邀心怀热爱的青年才俊，共赴脑科学前沿与精准医疗未来！应聘/合作请联系：wanyifu@pku.edu.cn

所授课程

《成像原理与设备学II》

代表性论文

1. Fu W, Sharma S, Abadi E, Iliopoulos A, Wang Q, Lo J, Sun X, Segars P, Samei E*.  i Phantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry.  IEEE Journal of Biomedical and Health  Informatics , 2021. (image informatics featured article)

2. Yang C，Li H, Li C, Yuan Y, Tan H, Ma X, Yan J, He Q, Liu Z, Xie Z, Han H*, Lu Y*, Fu W*. MemTTA: Cluster-guided continual test-time adaptation for cross-domain segmentation.  Expert System with Applications , 2026

3. Cui Y, Liu J, Teng Z, Yang S, Li P, Li H, Lu J, Gao Y, Peng Y*, Han H*, Fu W*. Feature Fusion Network with Task-based Data Synthesize for Pneumonia Pathogen Diagnosis.  Image and Vision Computing , 2025

4. Du D#, Fu W#, Su S, Mao X, Yang L, Xu M, Yuan Y, Gao Y, Geng Z, Chen Y, Zhao M, Fu Y*, Yin F*, Han H*. Remote Regulation of Molecular Diffusion in Extracellular Space of Parkinson's Disease Rat Model by Subthalamic Nucleus Deep Brain Stimulation.  Cyborg and Bionic Systems , 2025

5. Cheng Y, Liu J, Tian F, Tan H, Wang T, Lu J, Tang Z, Ma X, Li H, Jiang Y, Lian J, Wei Q, Su S, Fu Y, Fu W*, Xu M*, Han H*. New insight into the mechanism of neurotransmitter imbalance in multiple sclerosis: abnormal transportation of brain extracellular space.  Aging and Disease , 2025.

6. Wang C, Jiang Y, Peng Z, Li C, Bang C, Zhao L, Fu W, Lv J, Sepulcre J, Yang C, He L, Liu T, Kong X, Li Q, Barron D S, Qiu A, Hirschtick R, Kim B, Han H*, Li X*, & Yuan Y*. Towards a general-purpose foundation model for functional MRI analysis,  Nature Biomedical Engineering , 2026

7. Wang C#, Fu W#, Zhang J*, Li S, Hou R, Yang J, Wang Y, “WOLF: Weight-level outlier and fault integration for reliable LLM deployment”,  IEEE Transactions on Computers ,  2025.

8. Fu W, Sharma S, Solomon JB, Ria F, Setiawan H, Ding A, Segars WP, Samei E*. Patient-specific organ dose and in-vivo image quality assessment in clinical CT.  Physica Medica , 2025.

9. Fu W*, Ria F, Segars WP, Roy Choudhury K, Wilson J, Kapadia A, Samei E. Patient-informed organ dose estimation in clinical computed tomography: implementation and effective dose assessment in 1048 patients.  American Journal of Roentgenology,  2021.

10. Ria F*, Fu W#, Hoye J, Segars P, Kapadia A, Samei E. Comparison of 12 surrogates to characterize CT radiation risk across a clinical population.  European Radiology , 2021.