About me
I am a postdoctoral researcher working on machine learning for medical imaging at the Martinos Center, hosted by Matthew Rosen and Juan Eugenio Iglesias. I mainly focus on machine learning algorithms for long-term impact fields such as healthcare.
Prior to being in Boston, I completed my Ph.D. (Summa Cum Laude) from the Department of Computer Science at the Technical University of Munich, supervised by Bjoern Menze. During my doctoral studies, I spent time in Daniel Rueckert's lab at TUM, at Department of Quantitative Biomedicine, and András Jakab's group at UZH.
News
- Career update: I will join NUS Medicine (jointly with ECE) as a tenure-track AP in Diagnostic Radiology from Sept. 2025! If you wish to join my group, pls write me an email.
- I am serving as area chair at MICCAI 2025 and a senior PC at ECAI 2025!
- We were organizing three MICCAI challenges on image segmentation and synthesis! Check: FeTA , EPVS , and BraSyn
- One preprint on unnormalized von Miser-Fisher distribution, enabling efficient UQ at high dimensions.
- I am one of the outstanding reviewers (top 2%) for CVPR 2024 and MIDL 2024!
Research
My research focus can be categorized into:(1) Algorithmic interests: Physics-informed and statistical machine learning
(2) Clinical interests: (i) Advanced diagnostic imaging, including ultra-low-field MRI and PET imaging. (ii) Cancer imaging
A full list of my publications and preprints is here.
Overview of my core research directions in medical image analysis.
Contact
Email: holi2 at mgh.harvard.edu or bran.hongwei.li at gmail.com