Characterization and Prediction of Key Molecular Phenotypes
This includes the systematic analysis and prediction of important molecular features, such as tumor hallmarks, cell types, cell states, and spatial domains, which serve as the basic functional units to characterize tumor cells.
Laboratory of Shanghai Center for Systems Biomedicine
Our research aims to utilize machine learning and artificial intelligence, combined with systems biology, to comprehensively characterize the genotypes, molecular phenotypes, and clinical phenotypes within the tumor microenvironment. Our goal is to explore the intricate relationships among these three aspects in order to contribute to the advancement of precision oncology.