Fast Bayesian whole-brain fMRI analysis with spatial 3D priors P Sidén, A Eklund, D Bolin, M Villani NeuroImage 146, 211-225, 2017 | 29 | 2017 |
Efficient Covariance Approximations for Large Sparse Precision Matrices P Sidén, F Lindgren, D Bolin, M Villani Journal of Computational and Graphical Statistics 27 (4), 898-909, 2018 | 6 | 2018 |
Bayesian diffusion tensor estimation with spatial priors X Gu, P Sidén, B Wegmann, A Eklund, M Villani, H Knutsson International Conference on Computer Analysis of Images and Patterns, 2017 | 6 | 2017 |
Deep Gaussian Markov random fields P Sidén, F Lindsten Proceedings of the 37th International Conference on Machine Learning 119 …, 2020 | 5 | 2020 |
Spatial 3D Mat\'ern priors for fast whole-brain fMRI analysis P Sidén, F Lindgren, D Bolin, A Eklund, M Villani arXiv preprint arXiv:1906.10591, 2019 | 3 | 2019 |
Anatomically informed bayesian spatial priors for fmri analysis D Abramian, P Sidén, H Knutsson, M Villani, A Eklund 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1026-1030, 2020 | 1 | 2020 |
Scalable Bayesian spatial analysis with Gaussian Markov random fields P Sidén Linköping University Electronic Press, 2020 | | 2020 |
Real-Time Robotic Search using Structural Spatial Point Processes O Andersson, P Sidén, J Dahlin, P Doherty, M Villani Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence …, 2019 | | 2019 |