Jimit J. Doshi

Novel genomic loci and pathways influence patterns of structural covariance in the human brain

The paper identifies 617 novel genomic loci and pathways associated with structural covariance patterns in the human brain using a stochastic multivariate factorization method.

Penalized Decomposition Using Residuals (PeDecURe) for Nuisance Variable Adjustment in Multivariate Pattern Analysis

This paper introduces PeDecURe, a method to adjust for nuisance variables in multivariate pattern analysis, showing it improves accuracy and generalizability in neuroimaging studies.

Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan

The paper harmonizes 10,232 structural brain MRIs from 18 studies to create a normative reference of brain development and aging across 3 to 96 years.