Hans Knutsson

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Magnus BorgaProfessor in Medical Informatics, Linköping UniversityVerified email at liu.se
Carl-Fredrik WestinProfessor, Harvard Medical SchoolVerified email at bwh.harvard.edu
Anders EklundAssociate professor, Linköping UniversityVerified email at liu.se
Peter LundbergProfessor in Magnetic Resonance Physics, Linköping UniversityVerified email at liu.se
Ola FrimanSICK LinköpingVerified email at sickivp.se
Thomas E. NicholsUniversity of OxfordVerified email at bdi.ox.ac.uk
Anders BrunUppsala UniversityVerified email at it.uu.se
Joakim RydellSenior scientist, Swedish Defence Research AgencyVerified email at foi.se
Daniel ForsbergSenior Research Scientist, Sectra ABVerified email at sectra.com
Evren ÖzarslanDepartment of Biomedical Engineering, Linköping UniversityVerified email at liu.se
Markus NilssonAssociate professor, Department of Diagnostic Radiology, Lund UniversityVerified email at med.lu.se
Andreas SigfridssonDepartment of Clinical Physiology, Karolinska Institutet, Stockholm, SwedenVerified email at ki.se
Filip SzczepankiewiczLund University, Lund, SwedenVerified email at med.lu.se
Anders YnnermanLinköping UniversityVerified email at liu.se
Daniel TopgaardProfessor of Physical Chemistry, Lund UniversityVerified email at fkem1.lu.se
Ofer PasternakAssociate Professor in Psychiatry, Assistant Professor in Radiology, Harvard Medical SchoolVerified email at bwh.harvard.edu
Jens SjölundAssistant Professor at Uppsala UniversityVerified email at it.uu.se
Claes LundströmCenter for Medical Image Science and Visualization, Linköping UniversityVerified email at liu.se
Klas NordbergLinköping UniversityVerified email at isy.liu.se
Henrik OhlssonVP of Data Science, C3.ai/Visiting Prof., UC Berkeley/Assistant Prof., Linköping UniversityVerified email at isy.liu.se

Hans Knutsson

Professor of medical informatics

Verified email at liu.se - Homepage

image processing structure tensor multi-dimensional filtering learning


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Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates A Eklund, TE Nichols, H Knutsson Proceedings of the national academy of sciences 113 (28), 7900-7905, 2016	2817	2016
Signal processing for computer vision G Granlund, H Knutsson Signal Processing for Computer Vision, 1995	1017	1995
Representing local structure using tensors II H Knutsson, CF Westin, M Andersson Scandinavian conference on image analysis, 545-556, 2011	528	2011
Representing local structure using tensors H Knutsson SCIA 89, 1989	528*	1989
Normalized and differential convolution H Knutsson, CF Westin Proceedings of IEEE Conference on Computer Vision and Pattern Recognition …, 1993	424	1993
Detection of neural activity in functional MRI using canonical correlation analysis O Friman, J Cedefamn, P Lundberg, M Borga, H Knutsson Magnetic Resonance in Medicine: An Official Journal of the International …, 2001	275	2001
Canonical correlation: a tutorial M Borga On line tutorial http://people. imt. liu. se/magnus/cca 4, 5, 2001	267*	2001
Clustering fiber traces using normalized cuts A Brun, H Knutsson, HJ Park, ME Shenton, CF Westin International Conference on Medical Image Computing and Computer-Assisted …, 2004	241	2004
Adaptive analysis of fMRI data O Friman, M Borga, P Lundberg, H Knutsson NeuroImage 19 (3), 837-845, 2003	234	2003
Q-space trajectory imaging for multidimensional diffusion MRI of the human brain CF Westin, H Knutsson, O Pasternak, F Szczepankiewicz, E Özarslan, ... Neuroimage 135, 345-362, 2016	223	2016
Local multiscale frequency and bandwidth estimation H Knutsson, CF Westin, G Granlund Proceedings of 1st International Conference on Image Processing 1, 36-40, 1994	217	1994
Texture analysis using two-dimensional quadrature filters H Knutsson IEEE Comput. Soc. Workshop Comp. Architecture Patt. Anal. Image Detabase …, 1983	216	1983
Filtering and reconstruction in image processing H Knutsson Linköping University Electronic Press, 1982	200	1982
Anisotropic nonstationary image estimation and its applications: Part I-restoration of noisy images H Knutsson, R Wilson, G Granlund IEEE Transactions on Communications 31 (3), 388-397, 1983	194	1983
Exploratory fMRI analysis by autocorrelation maximization O Friman, M Borga, P Lundberg, H Knutsson NeuroImage 16 (2), 454-464, 2002	166	2002
Does parametric fMRI analysis with SPM yield valid results?—An empirical study of 1484 rest datasets A Eklund, M Andersson, C Josephson, M Johannesson, H Knutsson NeuroImage 61 (3), 565-578, 2012	127	2012
Generating patient specific pseudo-CT of the head from MR using atlas-based regression J Sjölund, D Forsberg, M Andersson, H Knutsson Physics in Medicine & Biology 60 (2), 825, 2015	123	2015
Coloring of DT-MRI fiber traces using Laplacian eigenmaps A Brun, HJ Park, H Knutsson, CF Westin International conference on computer aided systems theory, 518-529, 2003	123	2003
Morphons: Segmentation using elastic canvas and paint on priors H Knutsson, M Andersson IEEE International Conference on Image Processing 2005 2, II-1226, 2005	110	2005
Constrained optimization of gradient waveforms for generalized diffusion encoding J Sjölund, F Szczepankiewicz, M Nilsson, D Topgaard, CF Westin, ... Journal of Magnetic Resonance 261, 157-168, 2015	104	2015

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