Author
University of PennsylvaniaORCID 0000-0002-4212-3362Unclaimed ORCID profile · follow to get notified of new preprints
4 papers
Recent·Most cited
Nicholas James Tustison, Brian Avants, Philip A. Cook…·James R. Stone
The paper introduces LAMNr flows for multimodal data analysis, enabling shared latent subspaces and cross-view imputation, with applications in biological imaging.
Anant Dadu, Vipul K. Satone, Rachneet Kaur…·Faraz Faghri
This paper applies Aligned-UMAP to longitudinal biomedical datasets to reveal time-dependent patterns and provides best practices for its use.
Nicholas James Tustison, Andrew J. Holbrook, Brian Avants…·Alzheimer’s Disease Neuroimaging Initiative
The paper introduces an ANTs-based longitudinal cortical thickness pipeline and demonstrates its effectiveness in analyzing ADNI-1 data for detecting structural brain changes over time.
Dorian Pustina, Brian Avants, Olufunsho K. Faseyitan…·H. Branch Coslett
This study compares multivariate sparse canonical correlation analysis (SCCAN) with mass-univariate voxel-wise lesion-symptom mapping (VLSM) and finds SCCAN provides more accurate results across various scenarios.