Dr. Miao's research focuses on developing methods to learn interpretable patterns and mechanisms for population and individual health improvement. His expertise spans clinical trial design, machine learning of neuroimaging and multimodal data, and big healthcare data analysis. Applications include cancer, neural disorders, infectious diseases, and digital health.

Dr. Xian Mallory is an assistant professor of computer science at FSU, specializing in bioinformatics and AI for complex biological data analysis. Her research develops AI/machine learning methods to understand cancer evolution, heterogeneity, and genomic variation. She is a recipient of an NSF award for using AI in the detection of tumor cells.