Author
Broad InstituteORCID 0000-0001-6822-0593Unclaimed ORCID profile · follow to get notified of new preprints
Mutual co-authors in cluster
5 papers
Recent·Most cited
Victor D. Nauffal, Paolo Di Achille, Marcus D. R. Klarqvist…·Steven A. Lubitz
The paper uses machine learning to analyze myocardial T1 time in UK Biobank data, identifying genetic loci and pathways associated with interstitial fibrosis and related cardiovascular diseases.
James P. Pirruccello, Paolo Di Achille, Victor D. Nauffal…·Patrick T. Ellinor
The paper uses deep learning and genome-wide association studies to identify genetic loci associated with right heart structure and function in 40,000 individuals.
Adityanarayanan Radhakrishnan, Sam Freesun Friedman, Shaan S. Khurshid…·Caroline Uhler
This paper develops a cross-modal autoencoder framework to integrate cardiac MRI and ECG data, improving phenotype prediction and enabling MRI imputation from ECGs.
Mary E. Haas, James P. Pirruccello, Sam Freesun Friedman…·Amit V. Khera
The paper uses machine learning to quantify liver fat from MRI data and identifies genetic variants associated with liver fat accumulation and related diseases.
James P. Pirruccello, Mark D. Chaffin, Elizabeth L. Chou…·Patrick T. Ellinor
This study uses deep learning to analyze aortic dimensions from MRI and identifies genetic loci associated with aortic diameter, highlighting SVIL as a key gene and developing a polygenic score for aneurysm risk.