Welcome to Ziyuan (Jacob) ZHAO’s homepage (赵子源)
I am currently a senior research engineer at Institute for Infocomm Research (I2R), Agency for Science, Technology and Research (A*STAR), Singapore 🇸🇬. I am also a 2nd year Ph.D. student at the School of Computer Science and Engineering (SCSE), Nanyang Technological Unversity (NTU), supervised by Prof. Cuntai Guan. Previously, I received the M.Tech degree, National University of Singapore in 2019 and the B.Eng degree, Yunnan University in 2017.
My research interest lies in the interdisciplinary field of biomedical image analysis, artificial intelligence and healthcare.
I am dedicated to designing machine learning algorithms for biomedical image analysis and automatic medical diagnosis, promoting wider AI-powered healthcare in the real world.
Specifically, I focus on (1) developing annotation-efficient learning algorithms to minimize the annotation cost; (2) developing cross-domain learning algorithms to integrate different biomedical data; and (3) building reliable, generalizable, and practical AI healthcare systems from imperfect biomedical data. I have published more than 30 papers 
Openings: We have multiple openings for Interns/Visiting Ph.D. sudents (all-year-round) to work on research projects related to medical image analysis and 3D vision. Students with strong self-motivation and publication record are preferred. Welcome to drop me an email with your CV. Remote collaboration is also welcome!
A*STAR Research Internship Award (ARIA) : “184 - Label-Efficient Learning for Medical Image Analysis” and “245 - Transfer Learning for Medical Image Analysis” For local undergrates
Singapore International Pre-Graduate Award (SIPGA) For overseas undergraduate students in their third or fourth year, or master students.
Chinese Scholarship Council (CSC) Scholarship For Chinese master or PhD students for visiting exchange.