About
I am a PhD student at the School of School of Computation, Information and Technology (CIT), Technical University of Munich, advised by Prof. Nassir Navab.
Prior to this, I obtained two M.Sc. degrees with "Pass with Distinction" in Robotics and Medical Engineering from the Technical University of Munich (Germany), following the completion of my B.Eng. from Central South University (China).
My current research focuses on investigating machine learning in medical image analysis, medical image enhancement and intelligent medical Robotics in Intervention.
If you are a student from TUM and looking for an IDP, guided research, Bachelor or Master thesis in the fields of medical image understanding, AI-guided medical robotics, or medical image processing, feel free to contact us. We also welcome collaborations with students or researchers from other institutions who share an interest in these topics.
Selected Publications
View All →Speckle2Self: Self-supervised ultrasound speckle reduction without clean data
Xuesong Li, Nassir Navab, Zhongliang Jiang†
Medical Image Analysis
A novel self-supervised speckle reduction method in ultrasound imaging via multi-scale perturbations transformation, enabling effective despeckling without clean reference data.
Semantic scene graph for ultrasound image explanation and scanning guidance
Xuesong Li, Dianye Huang, Yameng Zhang, Nassir Navab, Zhongliang Jiang†
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
A novel approach to ultrasound image analysis using semantic scene graphs for improved explanation and guidance during scanning procedures.
News
Our work has been accepted by a prestigious journal (Medical Image Analysis) 🎉
Our work has been accepted by MICCAI 2025 🎉