Retrieve pulmonary function and imaging for existing lung cases and prospectively identify new cases for COPD phenotyping.
Conduct a pilot study of radiomics for lung cancer that will focus on building a bioinformatics pipeline to facilitate radiomic analysis in relation to outcomes and genetic data.
Create a genome-wide/targeted methylation database for developing prognostic/predictive biomarkers of lunch cancer
Apply Artificial Intelligence to images for clinical prediction
Apply Natural Language Processing to electronic medical records/data retrieval
Develop and apply novel methods of survival analysis