Liao Laboratory Search Clinical Trials Find a Researcher Order a Test Our lab's mission is to develop advanced machine learning algorithms that integrate multiple omics data (e.g. genetics, genomics, epigenetics, metabolomics), environmental exposures (e.g. allergens, viral infections, lung microbiome), images, and clinical characteristics to personalize treatments or phenotyping pulmonary diseases such as sarcoidosis, asthma, and ARDS. Our long-term research goal is to develop a comprehensive algorithm that can predict the treatment responses and can be applied to clinical practice. Lab Resources & Services The Liao laboratory has experience in big data analysis and bioinformatics and open to collaboration. Current Projects Biomarkers for ARDS Mortality Using Multi-Omics Approach Sarcoidosis/Chronic Beryllium Disease GWAS An Omics Precision Medicine Approach to Explore the Susceptibility and Phenotypes of Sarcoidosis Sarcoidosis Metabolomics Asthma metabolomics Collaborators Nicholas Kenyon, MD Division Chief, Professor of Medicine Division of Pulmonary and Critical Care Medicine University of California-Davis Publications View all publications Shu-Yi Liao, MD, MPH, ScD + × Shu-Yi Liao, MD, MPH, ScD Shu-Yi Liao, MD, is a pulmonologist at National Jewish Health. Dr. Liao is in the Division of Environmental & Occupational Health Sciences. Assistant Professor Division of Environmental & Occupational Health Sciences Department of Medicine View Full Profile Patient Rating 4.7 out of 5 stars Make an Appointment