Xuzhe Zhang 张旭哲

I am interested in studying AI-empowered medical imaging acquisition, processing, and interpretation to transform medical research and clinical practice. My research is multidisciplinary, building on techniques in deep learning, computer vision, and medical imaging. I am interested in developing robust vision models for medical image analysis and computing. My research focused on generative models, self-/semi-supervised learning, and unsupervised domain adaptation. Recently, I am exploring in-context learning in (large) vision model.

On the application side, I focused on deploying open-source frameworks in medical / clinical research communities, with the goal of assisting large-scale and cross-modality clinical studies to discover quantitative image-based markers and thereby improve healthcare.

TL;DR: Computer Vision & AI in Medical Imaging = Intelligent Vision in Healthcare