Research:

• Deep learning, natural language processing, high dimensional data analysis, longitudinal prediction modeling
• My research is focused on analysis of unstructured medical data (images, 3D models, clinical narratives) to support clinical diagnosis and treatment. My intellectual goal is to close the gap between human and machine understanding of unstructured medical data, and generate techniques for producing interpretability of AI models for creating the next-generation computer assisted diagnosis and prediction systems.