Contact Information
Bio-Technology Research Park, Building One
800 E. Leigh Street, Suite 100
Box 980126
Richmond, VA 23298-0126
Bio-Technology Research Park, Building One
800 E. Leigh Street, Suite 100
Box 980126
Richmond, VA 23298-0126
My research focuses on modifying and applying machine learning paradigms to mental health measures in biobank datasets to predict missing outcomes in order to maximize power for genetic association analyses. The most recent application of this work has been in self-reported measures of alcohol use and problems and depression in the UK Biobank with the aim of improving the power and usefulness of such measures for studying the genetic influences on MDD and AD/AUD.
Gentry AE, Kirkpatrick RM, Peterson RE, Webb BT. Missingness Adapted Group Informed Clustered (MAGIC)-LASSO: A novel paradigm for prediction in data with widespread non-random missingness. Submitted for publication to Bioinformatics, June 2021. Preprint published to bioRxiv: https://doi.org/10.1101/2021.04.29.442057.