Dr. Tsui's research interests include clinical informatics, natural language processing, artificial intelligence and machine learning, population informatics, data science, signal processing, mobile healthcare, and large real-time clinical production systems. He's published over 100 peer-reviewed papers.
Dr. Tremoulet's current research interests include designing intelligent information systems that use human data (e.g. medical images, vital signs, reaction times, verbal, numerical or abstract reasoning assessments, neurological measures, etc.) to support healthcare and/or to improve job performance by enabling more effective human-machine interaction.
Dr. Tunç is a computational scientist investigating the application of machine learning and statistical data analysis in various domains such as digital phenotyping, nature of psychopathology, and neuroimaging. He participates in studies using normative, developmental, and clinical samples to parse heterogeneity in psychiatric disorders by developing novel computational techniques.
Dr. Bunin's current research focuses on the development of hematopoietic stem cell graft engineering for allogeneic transplantation to minimize graft-versus-host disease (GVHD), promote engraftment and immune reconstitution. She has also developed protocols for rapid manufacture of viral cytotoxic T lymphocytes to treat or prevent life threatening viral infections post hematopoietic stem cell transplant.
Dr. Fieldston focuses on evidence-based management aimed at delivering high-value care and the impact of operational issues on patient outcomes. His academic work included investigating associations between patient flow, care models, workload and occupancy levels, and resource utilization on the quality of healthcare delivered to children, particularly those in the hospital, as well as healthcare value and value education.
Dr. Grundmeier’s research focuses on maximizing the existing and future potential of electronic health records (EHRs) for clinical research and knowledge delivery, with an overarching goal of improving health and healthcare for children.
Dr. Sgourakis’ research focuses on understanding the intricate molecular mechanisms that determine the vast repertoire of peptide antigens displayed by the proteins of the Major Histocompatibility Complex for immune surveillance by T cells and Natural Killer cells.
Dr. Serai is an MRI physicist who has developed and applied MR imaging-based methods for iron quantification, fat quantification, elastography for liver fibrosis, and T1/T2 mapping techniques to suit pediatric needs.