One Step at a Time: Exploring Multiple Ways to Improve a Machine Learning Model to Predict a Future Autism Diagnosis

Dr. Goldstein's research focuses on the meaningful use of electronic health records data for inferential and predictive modelling purposes. He is interested in methods for developing, deploying & evaluating machine learning based clinical decision support tools, understanding & addressing biases inherent in routinely collected health data, and facilitating the creation of a learning health system where knowledge can be learned from routine patient interactions.