1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2025
Alignment of Continuous Brain Connectivity
Martin Cole, Yang Xiang, Will Consagra +3
Brain networks are typically represented by adjacency matrices, where each node corresponds to a brain region. In traditional brain network analysis, nodes are assumed to be matche…
stat.ML2025
NeuroPMD: Neural Fields for Density Estimation on Product Manifolds
William Consagra, Zhiling Gu, Zhengwu Zhang
We propose a novel deep neural network methodology for density estimation on product Riemannian manifold domains. In our approach, the network directly parameterizes the unknown de…
stat.CO2023★ 1 cited
Continuous and Atlas-free Analysis of Brain Structural Connectivity
William Consagra, Martin Cole, Xing Qiu +1
Brain structural networks are often represented as discrete adjacency matrices with elements summarizing the connectivity between pairs of regions of interest (ROIs). These ROIs ar…