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. Marks investigates the molecular mechanisms underlying the formation of cell type-specific lysosome-related organelles; the assembly, delivery and function of their contents; and how these processes are impacted by genetic diseases.
Dr. Xing is the Executive Director of the Department of Biomedical and Health Informatics, the Francis West Lewis Chair and director of the Center for Computational and Genomic Medicine at CHOP, and professor of Pathology and Laboratory Medicine at the University of Pennsylvania. His research focuses on computational biology and genomics of RNA processing and regulation.
Dr. Roberts investigates brain-wave scanning with magnetoencephalography (MEG) and works to identify biomarkers for neuropsychiatric disorders like autism. Those biomarkers are for diagnosis, prognosis, stratification, and response monitoring as well as substrate identification for targeted therapy. Putting the "bio" into biomarkers is a major emphasis of Dr. Roberts' research, for which he uses advanced diffusion magnetic resonance imaging (MRI) and edited spectroscopy.
Dr. Puopolo helped lead the research team that developed and validated multivariate prediction models for neonatal early-onset sepsis risk assessment. Her current research addresses the impacts of maternal immunity, perinatal antibiotic exposure, and neonatal infection on infant and childhood health.
Dr. Shalem’s research focuses on translational target discovery for a range of neurodegenerative diseases. He combines technology development of large-scale CRISPR-based perturbation screens with application of such technology together with additional genomic approaches.
Dr. Choi's research focuses on the role of RNA-binding proteins in the regulation of alternative splicing and how mutations in these factors contribute to cancer. He uses a combination of genetically-engineered models and high-throughput approaches to better understand how alternative splicing influences cellular function and to identify potential opportunities for therapeutic intervention.
Dr. Pei's research aims to understand the molecular underpinnings of cardiac remodeling associated with cardiomyopathy and heart failure. He is particularly interested in two areas of cardiac remodeling: metabolic reprogramming, and secretion of heart-derived hormones to communicate with other organs.
Dr. Lin studies RNA modifications (a.k.a "epitranscriptomics") in human diseases, including cancer. She develops and applies high-throughput sequencing strategies and transcriptome engineering technologies to study the regulation and function of RNA modifications, including A-to-I RNA editing and m6A RNA methylation.