Development of regression-based, age-adjusted telomere length reference percentiles using whole-genome sequencing data from TOPMed cohorts and application to an interstitial lung disease cohort.
View Project →An exploratory transcriptomic analysis of whole blood RNA-Seq data using hierarchical clustering, gene set enrichment analysis, survival analysis, PCA, and Support Vector Machines to investigate molecular endotypes of idiopathic pulmonary fibrosis.
View Project →Prospective longitudinal investigation of novel biomarkers for predicting atrial fibrillation recurrence following catheter ablation using screening, machine learning, and cross-validated regression methods.
View Project →Retrospective cohort investigation of socioeconomic factors, comorbidities, androgen deprivation therapy, and diabetes outcomes among prostate cancer patients.
View Project →Development and validation of a computationally efficient framework for exact multimarker omnibus testing using summary statistics from large biobank datasets.
View Project →