Area of research
Cardiology and Cardiovascular Medicine · Genetics
Research interest
Research interests include Atrial Fibrillation Management and Outcomes, Genetic Associations and Epidemiology, Cardiac electrophysiology and arrhythmias, and Cardiac Arrhythmias and Treatments.
Meta-analysis of genome-wide associations and polygenic risk prediction for atrial fibrillation in more than 180,000 cases
Genome-wide association study meta-analysis provides insights into the etiology of heart failure and its subtypes
Unsupervised deep learning of electrocardiograms enables scalable human disease profiling
Transforming atrial fibrillation management by targeting comorbidities and reducing atrial fibrillation burden: the 10th AFNET/EHRA consensus conference
Associations of “Weekend Warrior” Physical Activity With Incident Disease and Cardiometabolic Health
Rare coding variant analysis for human diseases across biobanks and ancestries
Deep learning of left atrial structure and function provides link to atrial fibrillation risk
Noninvasive assessment of organ-specific and shared pathways in multi-organ fibrosis using T1 mapping
Whole-genome sequencing in 333,100 individuals reveals rare non-coding single variant and aggregate associations with height
Meta-Analysis of Genome-Wide Association Studies Reveals Genetic Mechanisms of Supraventricular Arrhythmias
Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials
Cross-modal autoencoder framework learns holistic representations of cardiovascular state
Genetics of myocardial interstitial fibrosis in the human heart and association with disease
Multiancestry Genome-Wide Association Study of Aortic Stenosis Identifies Multiple Novel Loci in the Million Veteran Program
Clonal haematopoiesis of indeterminate potential predicts incident cardiac arrhythmias
Deep Learning–Enabled Assessment of Left Heart Structure and Function Predicts Cardiovascular Outcomes
Adjusting for common variant polygenic scores improves yield in rare variant association analyses
Clinical and genetic associations of deep learning-derived cardiac magnetic resonance-based left ventricular mass
Natural Language Processing for Adjudication of Heart Failure in a Multicenter Clinical Trial
Cardiovascular Disease Knowledge Portal: A Community Resource for Cardiovascular Disease Research
Overlap of Genetic Loci for Central Serous Chorioretinopathy With Age-Related Macular Degeneration
Clinical and Genetic Atrial Fibrillation Risk and Discrimination of Cardioembolic From Noncardioembolic Stroke
European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) Expert Consensus Statement on the state of genetic testing for cardiac diseases
Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study
European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) Expert Consensus Statement on the State of Genetic Testing for Cardiac Diseases
Development of a clinical polygenic risk score assay and reporting workflow
Analysis of rare genetic variation underlying cardiometabolic diseases and traits among 200,000 individuals in the UK Biobank
Genetic analysis of right heart structure and function in 40,000 people
Cohort design and natural language processing to reduce bias in electronic health records research
A polygenic risk score predicts atrial fibrillation in cardiovascular disease