22 citations · 76 across the 25 of their papers we have counts for
3 papers · 1 filter
A Two-Stage Approach for Segmenting Spatial Point Patterns Applied to Multiplex Imaging
Alvin Sheng, Brian J. Reich, Ana-Maria Staicu +3
Recent advances in multiplex imaging have enabled researchers to locate different types of cells within a tissue sample. This is especially relevant for tumor immunology, as clinic…
Supervised low-rank approximation of high-dimensional multivariate functional data via tensor decomposition
Mohammad Samsul Alam, Ana-Maria Staicu, Pixu Shi
Motivated by the challenges of analyzing high-dimensional () sequencing data from longitudinal microbiome studies, where samples are collected at multiple time points from…
Normative brain mapping of 3-dimensional morphometry imaging data using skewed functional data analysis
Marco Palma, Shahin Tavakoli, Julia Brettschneider +2
Tensor-based morphometry (TBM) aims at showing local differences in brain volumes with respect to a common template. TBM images are smooth but they exhibit (especially in diseased…