Functional principal component model for high-dimensional brain imaging. - Vadim Zipunnikov; Brian C. Caffo; David M. Yousem; Christos Davatzikos; Brian S. Schwartz; Ciprian M. Crainiceanu (NeuroImage, 2011)

Clustering of High Dimensional Longitudinal Imaging Data. - Seonjoo Lee; Vadim Zipunnikov; Navid Shiee; Ciprian M. Crainiceanu; Brian S. Caffo; Dzung L. Pham (PRNI, 2013)

Fast covariance estimation for high-dimensional functional data. - Luo Xiao; Vadim Zipunnikov; David Ruppert; Ciprian M. Crainiceanu (Stat. Comput., 2016)

Big GABA: Edited MR spectroscopy at 24 research sites. - Mark Mikkelsen; Peter B. Barker; Pallab K. Bhattacharyya; Maiken K. Brix; Pieter F. Buur; Kim M. Cecil; Kimberly L. Chan; David Y.-T. Chen; Alexander R. Craven; Koen Cuypers; Michael Dacko; Niall W. Duncan; et al. (NeuroImage, 2017)

Gross Motor Activity Patterns in Depression and Anxiety. - Sonia Difrancesco; Vadim Zipunnikov; Robert A. Schoevers; Harriëtte Riese; Niki Antypa; Brenda W. J. H. Penninx; Kathleen R. Merikangas; Albert A. M. van Hemert; Femke Lamers (eScience, 2018)

Shape-constrained estimation in functional regression with Bernstein polynomials. - Rahul Ghosal; Sujit K. Ghosh; Jacek K. Urbanek; Jennifer A. Schrack; Vadim Zipunnikov (Comput. Stat. Data Anal., 2023)

ActiSleep Tracker: a Python-based dashboard for adjusting automatic sleep predictions of actigraphy data. - Nathalia Bianchini Esper; Reinder Vos de Wael; Larissa Hunt; Céline Vetter; Andrew Leroux; Vadim Zipunnikov; John Vito d'Antonio-Bertagnolli; Michelle Freund; Kathleen R. Merikangas; Michael P. Milham; Gregory Kiar; Alexandre Rosa Franco (J. Open Source Softw., 2025)