3 citations · 4 across the 3 of their papers we have counts for
4 papers
Shape-Based Inductive Bias for Glioma Grading from Tumor Contours
Puneet Velidi, Michelle F. Miranda, Farouk Nathoo +2
Glioma grading from tumor contours is often treated as a pixel problem even when the signal of interest is shape. We align closed contours with a functional shape-alignment framewo…
Neuroimaging Feature Extraction using a Neural Network Classifier for Imaging Genetics
Cédric Beaulac, Sidi Wu, Erin Gibson +5
A major issue in the association of genes to neuroimaging phenotypes is the high dimension of both genetic data and neuroimaging data. In this article, we tackle the latter problem…
Novel Bayesian method for simultaneous detection of activation signatures and background connectivity for task fMRI data
Michelle F. Miranda, Jeffrey S. Morris
In this paper, we introduce a new Bayesian approach for analyzing task fMRI data that simultaneously detects activation signatures and background connectivity. Our modeling involve…
TPRM: Tensor partition regression models with applications in imaging biomarker detection
Michelle F. Miranda, Hongtu Zhu, Joseph G. Ibrahim
Medical imaging studies have collected high dimensional imaging data to identify imaging biomarkers for diagnosis, screening, and prognosis, among many others. These imaging data a…