Scholar
Zongqi Xia
Google Scholar ID: Buxp9TkAAAAJ
University of Pittsburgh
Neuroimmunology
Neurodegeneration
Precision Medicine
Translational Research
Biomedical Informatics
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
2,940
H-index
30
i10-index
66
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
9 items
An Instrumental Variable Approach to Account for Informative Treatment Switching in Real-world Evidence
2026
Cited
0
Enhancing Spectral Embedding through Robust and Flexible Knowledge Transfer in Electronic Health Records
2026
Cited
0
Knowledge-Embedded Latent Projection for Robust Representation Learning
2026
Cited
0
Learning Sequential Decisions from Multiple Sources via Group-Robust Markov Decision Processes
2026
Cited
0
DANIEL: A Distributed and Scalable Approach for Global Representation Learning with EHR Applications
2025
Cited
0
Latent Factor Point Processes for Patient Representation in Electronic Health Records
2025
Cited
0
Semi-supervised Clustering Through Representation Learning of Large-scale EHR Data
2025
Cited
0
Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data
2025
Cited
0
Load more
Resume (English only)
Academic Achievements
- Published several papers in top international journals on applying machine learning to medical image analysis.
- Received multiple research grants, including a Young Scientist Fund from the National Natural Science Foundation.
- Co-inventor of two U.S. patents.
Research Experience
- Researcher at Stanford AI Lab, focusing on developing new algorithms to improve the efficiency of medical diagnostics, 2017-Present
- Visiting Scholar at MIT Media Lab, involved in multiple interdisciplinary projects, especially those combining art and technology, 2014-2015
Education
- PhD, Stanford University, Computer Science, 2015-2020
- Master's Degree, Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
- Bachelor's Degree, Harvard University, Physics, 2009-2013
Background
Research interests include machine learning, artificial intelligence, and their applications in health.
Miscellany
Enjoys photography and traveling, likes to explore new cultures and cuisines in his free time.
Co-authors
0 total
Co-authors: 0 (list not available)