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 cb.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
Andreas SigfridssonDepartment of Clinical Physiology, Karolinska Institutet, Stockholm, SwedenVerified email at ki.se
Markus NilssonAssociate professor, Department of Diagnostic Radiology, Lund UniversityVerified email at med.lu.se
Anders YnnermanLinköping UniversityVerified email at liu.se
Daniel TopgaardProfessor in Physical Chemistry, Lund UniversityVerified email at fkem1.lu.se
Filip SzczepankiewiczLund University, Lund, SwedenVerified email at med.lu.se
Ofer PasternakAssociate Professor in Psychiatry, Assistant Professor in Radiology, Harvard Medical SchoolVerified email at bwh.harvard.edu
Jens SjölundResearcher at Uppsala University and Senior Research Scientist at Elekta Instrument ABVerified email at elekta.com
Klas NordbergLinköping UniversityVerified email at isy.liu.se
Claes LundströmCenter for Medical Image Science and Visualization, Linköping UniversityVerified email at 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	2451	2016
Signal processing for computer vision G Granlund, H Knutsson Signal Processing for Computer Vision, 1995	974*	1995
Representing local structure using tensors II H Knutsson, CF Westin, M Andersson Scandinavian conference on image analysis, 545-556, 2011	501	2011
Representing local structure using tensors H Knutsson SCIA 89, 1989	501*	1989
Normalized and differential convolution H Knutsson, CF Westin Proceedings of IEEE Conference on Computer Vision and Pattern Recognition …, 1993	405	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	266	2001
Canonical correlation: a tutorial M Borga On line tutorial http://people. imt. liu. se/magnus/cca 4, 5, 2001	250*	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	233	2004
Adaptive analysis of fMRI data O Friman, M Borga, P Lundberg, H Knutsson NeuroImage 19 (3), 837-845, 2003	227	2003
Texture analysis using two-dimensional quadrature filters H Knutsson IEEE Comput. Soc. Workshop Comp. Architecture Patt. Anal. Image Detabase …, 1983	204	1983
Local multiscale frequency and bandwidth estimation H Knutsson, CF Westin, G Granlund Proceedings of 1st International Conference on Image Processing 1, 36-40, 1994	202	1994
Filtering and reconstruction in image processing H Knutsson Linköping University Electronic Press, 1982	193	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	181	1983
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	167	2016
Exploratory fMRI analysis by autocorrelation maximization O Friman, M Borga, P Lundberg, H Knutsson NeuroImage 16 (2), 454-464, 2002	159	2002
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	120	2003
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	118	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	107	2015
Morphons: Segmentation using elastic canvas and paint on priors H Knutsson, M Andersson IEEE International Conference on Image Processing 2005 2, II-1226, 2005	103	2005
A unified approach to pca, pls, mlr and cca M Borga, T Landelius, H Knutsson Linköping University, Department of Electrical Engineering, 1997	86	1997

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