关于我
About
吴富平现为帝国理工学院NHLI博后。2022.06-2025.12作为牛津大学纽菲尔德人口健康系博士后研究员,从事医学图像分析研究。导师为
Bartlomiej Papiez 教授,
共同负责人为 Thomas E. Nichols 教授。
2021年于复旦大学统计系获得博士学位,师从
庄小海教授与
范剑青教授。
博士课题主要聚焦于多模态医学图像分割中的域自适应,以及图像分类与分割的半监督学习。
目前研究方向为疾病相关特征提取的基础模型与多任务学习,旨在发现能反映疾病进展的生物标志物或表型,
用于遗传分析。
研究方向
- 医学图像分割与分析
- 域自适应与迁移学习
- 半监督与自监督学习
- 医学图像基础模型
- 多任务与协同学习
- 影像遗传学与生物标志物发现
教育经历
2017.09 – 2021.07
博士,统计学 — 复旦大学
导师:庄小海教授 & 范剑青教授
2013.09 – 2016.07
硕士,应用数学 — 武汉大学
2008.09 – 2012.07
学士,医学检验
华中科技大学同济医学院
工作经历
2026.01 – 至今
博士后研究员
帝国理工学院NHLI
项目:基于心电图的心脏起搏研究
2022.06 – 2025.12
博士后研究员
牛津大学纽菲尔德人口健康系
项目:基于机器学习的医学影像与遗传数据融合
2016.07 – 2017.07
科研助理 — 上海交通大学
Fuping Wu is a postdoctoral researcher in Imperial College London, before which he worked in medical image analysis at the
Nuffield Department of Population Health, University of Oxford.
He is supervised by Prof. Bartlomiej Papiez
and co-PI Prof. Thomas E. Nichols.
He obtained his PhD from the Department of Statistics, Fudan University in 2021, supervised by
Prof. Xiahai Zhuang and
Prof. Jianqing Fan.
His PhD focused on domain adaptation for multi-modal medical image segmentation, and semi-supervised learning.
Currently he works on foundation models and multi-task learning for disease-related feature extraction,
aiming to identify meaningful biomarkers indicating disease progress for genetic analysis.
Future interests include federated learning, reinforcement learning, image registration, and incremental learning.
Research Interests
- Medical Image Segmentation & Analysis
- Domain Adaptation & Transfer Learning
- Semi-supervised & Self-supervised Learning
- Foundation Models for Medical Imaging
- Multi-task & Cooperative Learning
- Imaging Genetics & Biomarker Discovery
Education
2017.09 – 2021.07
PhD, Statistics — Fudan University, Shanghai
Supervised by Prof. Xiahai Zhuang & Prof. Jianqing Fan
2013.09 – 2016.07
Master, Applied Mathematics — Wuhan University
2008.09 – 2012.07
Bachelor, Medical Laboratory Science
Tongji Medical College, Huazhong University of Science and Technology
Experience
2026.01 – Present
Postdoctoral Researcher
NHLI, Imperial College London
Project: ECGi and Pacemaker Analysis
2022.06 – 2025.12
Postdoctoral Researcher
Nuffield Department of Population Health, University of Oxford
Project: Integration of Medical Imaging and Genetic Data Using Machine Learning
2016.07 – 2017.07
Research Assistant — Shanghai Jiao Tong University