John Tsang, PhD

John Tsang investigates the molecular and cellular underpinnings of human immune variations in health and disease: why immune system states and responses to perturbations (e.g., to vaccines, viral infections, and diseases) are variable across individuals and populations. Their approach involves the development and application of machine learning, quantitative modeling, and experimental methods, including high-dimensional, longitudinal immune monitoring of human cohorts throughout the lifespan and around the globe, ex vivo experiments, and animal models.

computational modeling ;  deep learning ;  epigenetics ;  high-performance computing ;  manifold learning ;  network analysis ;  neural networks ;  transcriptomics  

aging ;  artificial intelligence ;  computational biology ;  computational neuroscience ;  evolution ;  immunology ;  machine learning ;  physiology  

Tsang is a systems immunologist, computational biologist, and engineer.He is currently the Anthony N. Brady Professor of Immunobiology and Biomedical Engineering at Yale University and the Founding Director of the Yale Center for Systems and Engineering Immunology (CSEI), which serves as the center of research for systems, quantitative, and synthetic immunology at Yale.