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Open access Sep 2026

Covariance Nonstationarity is Evident in Spatial Transcriptomics and Provides a New Categorization of Spatially Varying Genes

Gaussian process models underlie many spatial transcriptomics tools but typically assume stationary covariance. Covariance non-stationarity has long been recognized in spatial statistics as an important feature of spatial data, yet it has received little attention in spatial transcriptomics. We show that this omission...

P. Velidi, Zheng-Hong Wei, F. Nathoo · 0 citations
Open access Jul 2026

Neural manifold connectomics reveals multiregime functional connectivity

Functional connectivity may be better understood as a family of related connectomes indexed by the regional subspace retained, providing a general framework for mapping interactions between low-dimensional neural representations.

P. Velidi, Enrico Amico, F. Nathoo et al. · 0 citations

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