Welcome

Advances in tissue imaging and artificial intelligence (AI) are rapidly transforming cancer research, giving scientists new ways to visualize tumors and predict their behavior. The Chuang Lab develops AI tools to analyze tumor images and uncover how cancer cells interact with immune cells—insights that could lead to more effective, personalized treatments for patients. Our team specializes in combining deep learning with biophysical modeling to study solid tumors, including breast cancer, melanoma, colorectal cancer, and lung cancer. By improving our understanding of these complex interactions, this research has the potential to guide new therapies and improve patient outcomes.

We work at the intersection of tissue AI, genomic and evolutionary analysis, and biophysical modeling. We are currently focused on the development of AI approaches for multiplex cancer image analysis and the identification of spatially-mediated mechanisms of cancer response to therapy.