activity
20132026
most citedLongitudinal high-dimensional principal components analysis with application to diffusion tensor imaging of multiple sclerosis

46 citations · 72 across the 16 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020★ 16 cited

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

Vishnu M. Bashyam, Jimit Doshi, Guray Erus +24

Conventional and deep learning-based methods have shown great potential in the medical imaging domain, as means for deriving diagnostic, prognostic, and predictive biomarkers, and…

stat.ME2020★ 1 cited

Graph-Fused Multivariate Regression via Total Variation Regularization

Ying Liu, Bowei Yan, Kathleen Merikangas +1

In this paper, we propose the Graph-Fused Multivariate Regression (GFMR) via Total Variation regularization, a novel method for estimating the association between a one-dimensional…