Find UC Berkeley Faculty

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

precision medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

public health, genetic epidemiology, human genetics, autoimmune diseases, Sjogren's Disease, Multiple Sclerosis, systemic lupus erythematosus, rheumatoid arthritis, epigenetics, genomics, computational biology

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

Infectious disease dynamics, methodological issues in infectious disease surveillance, infectious diseases, infectious disease epidemiology, global environmental change, climate change, global change, urbanization, mathematical modeling, computational modeling

pandemic preparedness, epidemiological modeling, genomic epidemiology and phylodynamics, public health surveillance, machine learning

machine learning, medicine, health policy

mental health, epidemiology, social epidemiology, population health, neighborhood characteristics and health, methodological issues and novel methodological applications in social, traumatic events, substance use, behavioral health, birth outcomes and maternal health

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health