Welcome to
Dr. Xiang Li, Massachusetts General Hospital and Harvard Medical School, USA
Research Area:
Big Data, Artificial Intelligence, Machine Learning, Computer Vision, Medical Image Analysis
Research Experience:
As an instructor at MGH/HMS, my research includes on two main fields which are interlinked: 1) development of new machine learning and artificial intelligence methodologies, mainly for the purpose of medical data analysis, and 2) applying these methods for solving practical clinical/scientific problems. With more than 10 years of experience in algorithm development/implementation and a doctoral degree in computer science, I have been working on new tools to support efficient large-scale data analytics, including matrix decomposition under different regularizations, new network architectures for deep learning models and distributed computing platforms.
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