92 citations · 498 across the 46 of their papers we have counts for
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Calculating probabilistic excursion sets and related quantities using excursions
David Bolin, Finn Lindgren
The R software package excursions contains methods for calculating probabilistic excursion sets, contour credible regions, and simultaneous confidence bands for latent Gaussian sto…
Whole-brain substitute CT generation using Markov random field mixture models
Anders Hildeman, David Bolin, Jonas Wallin +4
Computed tomography (CT) equivalent information is needed for attenuation correction in PET imaging and for dose planning in radiotherapy. Prior work has shown that Gaussian mixtur…
Multivariate type G Matérn stochastic partial differential equation random fields
David Bolin, Jonas Wallin
For many applications with multivariate data, random field models capturing departures from Gaussianity within realisations are appropriate. For this reason, we formulate a new cla…
Fast Bayesian whole-brain fMRI analysis with spatial 3D priors
Per Sidén, Anders Eklund, David Bolin +1
Spatial whole-brain Bayesian modeling of task-related functional magnetic resonance imaging (fMRI) is a great computational challenge. Most of the currently proposed methods theref…