A structural variation reference for medical and population genetics. - Ryan L. Collins; Harrison Brand; Konrad J. Karczewski; Xuefang Zhao; Jessica Alföldi; Laurent C. Francioli; Amit V. Khera; Chelsea Lowther; Laura D. Gauthier; Harold Wang; Nicholas A. Watts; Matthew Solomonson; et al. (Nat., 2020)

How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case. - Uri Kartoun; Shaan Khurshid; Bum Chul Kwon; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (AMIA, 2021)

Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups. - Bum Chul Kwon; Uri Kartoun; Shaan Khurshid; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (AMIA, 2021)

Selection of 51 predictors from 13, 782 candidate multimodal features using machine learning improves coronary artery disease prediction. - Saaket Agrawal; Marcus D. R. Klarqvist; Connor Emdin; Aniruddh P. Patel; Manish D. Paranjpe; Patrick T. Ellinor; Anthony A. Philippakis; Kenney Ng; Puneet Batra; Amit V. Khera (Patterns, 2021)

Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations. - Uri Kartoun; Shaan Khurshid; BC Kwon; Aniruddh P. Patel; Akl Fahed; Puneet Batra; Anthony A. Philippakis; Steven A. Lubitz; Amit V. Khera; Patrick T. Ellinor; Vibha Anand; Kenney Ng (AMIA, 2022)

RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups. - Bum Chul Kwon; Uri Kartoun; Shaan Khurshid; Mikhail Yurochkin; Subha Maity; Deanna G. Brockman; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (IEEE VIS (Short Papers), 2022)

Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk. - Marcus D. R. Klarqvist; Saaket Agrawal; Nathaniel Diamant; Patrick T. Ellinor; Anthony Philippakis; Kenney Ng; Puneet Batra; Amit V. Khera (npj Digit. Medicine, 2022)