Publications for Magnus Borga

Publications for Magnus BorgaCo-author map based on ISI articles 2007-

Publications mentioned in social media 86 times*

Keywords

uses trabecular tensor system robust reinforcement p>this mastoid learning imaging images image gray-scale filters computed canonical bone binary algorithm adaptive

Journal Articles

Hirak Kumar Patra, Nisar Ul Khaliq, Thobias Romu, Emilia Wiechec, Magnus Borga, Anthony P. F. Turner and Ashutosh Tiwari
  MRI-Visual Order–Disorder Micellar Nanostructures for Smart Cancer Theranostics
 
Altmetric usage: 2

  Advanced Healthcare Materials, 2014, 3(4), 526-535.
   Fulltext  PDF  
 Web of Science® Times Cited: 2

Anette Karlsson, Johannes Rosander, Thobias Romu, Joakim Tallberg, Anders Grönqvist, Magnus Borga and Olof Dahlqvist Leinhard
  Automatic and quantitative assessment of regional muscle volume by multi-atlas segmentation using whole-body water–fat MRI
  Journal of Magnetic Resonance Imaging, 2014, , .

Marianna S Thomas, David Newman, Olof Dahlqvist Leinhard, Anette Karlsson, Johannes Rosander, Bahman Kasmai, Richard Greenwood, Paul N Malcolm, Magnus Borga and Andoni P Toms
  Test-retest reliability of automated whole body and compartmental muscle volume measurements on a wide bore 3T MR system
  European Radiology, 2014, 24(9), 2279-2291.

Olivier Cros, Magnus Borga, Elin Pauwels, Joris J. J. Dirckx and Michael Gaihede
  Micro-channels in the mastoid anatomy. Indications of a separate blood supply of the air cell system mucosa by micro-CT scanning
  Hearing Research, 2013, 301, 60-65.
   Fulltext  PDF  

Martin E. Lidell, Matthias J. Betz, Olof Dahlqvist Leinhard, Mikael Heglind, Louise Elander, Marc Slawik, Thomas Mussack, Daniel Nilsson, Thobias Romu, Pirjo Nuutila, Kirsi A. Virtanen, Felix Beuschlein, Anders Persson, Magnus Borga and Sven Enerbäck
  Evidence for two types of brown adipose tissue in humans
 
Altmetric usage: 84

  Nature Medicine, 2013, 19(5), 631-634.
   Fulltext  PDF  
 Web of Science® Times Cited: 55

Thord Andersson, Gunnar Läthén, Reiner Lenz and Magnus Borga
  Modified Gradient Search for Level Set Based Image Segmentation
  IEEE Transactions on Image Processing, 2013, 22(2), 621-630.
   Fulltext  PDF  
 Web of Science® Times Cited: 1

Linda Rattfält, Maria Lindén, Peter Hult, Per Ask and Magnus Borga
  Robust Heart Beat Detector Based on Weighted Correlation and Multichannel Input: Implementation on the ECG recorded with textile electrodes
  International Journal of E-Health and Medical Communications, 2013, 4(1), 61-71.

Erik Olsson, Carl Eckerström, Gertrud Berg, Magnus Borga, Sven Ekholm, Gudmundur Johannsson, Susanne Ribbelin, Görgan Starck, Anna Wysocka, Elisabet Löfdahl and Helge Malmgren
  Hippocampal volumes in patients exposed to low-dose radiation to the basal brain: a case–control study in long-term survivors from cancer in the head and neck region
  Radiation Oncology, 2012, 7(202), .
   Fulltext  PDF  

Rodrigo Moreno, Magnus Borga and Örjan Smedby
  Generalizing the mean intercept length tensor for gray-level images
  Medical physics (Lancaster), 2012, 39(7), 4599-4612.
   Fulltext  PDF  
 Web of Science® Times Cited: 3

Gunnar Läthén, Stefan Lindholm, Reiner Lenz, Anders Persson and Magnus Borga
  Automatic Tuning of Spatially Varying Transfer Functions for Blood Vessel Visualization
  IEEE Transactions on Visualization and Computer Graphics, 2012, 18(12), 2345-2354.
   Fulltext  PDF  

Olov Åstrand, Martin Carlsson, Ingela Nilsson, Torbjörn Lindström, Magnus Borga and Fredrik Nyström
  Weight gain by hyperalimentation elevates C-reactive protein levels but does not affect circulating levels of adiponectin or resistin in healthy subjects
  European Journal of Endocrinology, 2010, 163(6), 879-885.
   Fulltext  PDF  
 Web of Science® Times Cited: 9

Gunnar Läthén, Jimmy Jonasson and Magnus Borga
  Blood vessel segmentation using multi-scale quadrature filtering
  Pattern Recognition Letters, 2010, 31(8), 762-767.
   Fulltext  PDF  
 Web of Science® Times Cited: 5

Olivier Cros, Michael L. Gaihede, Magnus Borga and Örjan Smedby
  Mastoid structural properties determined by imaging analysis of high resolution CT-scanning
  Hearing Research, 2010, 263(1-2), 242-243.

Styrbjörn Erlingsson, Sebastian Herard, Olof Dahlqvist, Torbjörn Lindström, Toste Länne, Magnus Borga and Fredrik Nyström
  Men develop more intraabdominal obesity and signs of the metabolic syndrome after hyperalimentation than women
  Metabolism: Clinical and Experimental, 2009, 58(7), 995-1001.
 Web of Science® Times Cited: 18

C. Eckerstrom, E. Olsson, Magnus Borga, S. Ekholm, S. Ribbelin, S. Rolstad, G. Starck, A. Edman, A. Wallin and H. Malmgren
  Small baseline volume of left hippocampus is associated with subsequent conversion of MCI into dementia: The Göteborg MCI study
  Journal of the Neurological Sciences, 2008, 272(1-2), 48-59.
 Web of Science® Times Cited: 22

Johanna Pettersson, Karljohan Palmerius, Hans Knutsson, Ola Wahlström, Bo Tillander and Magnus Borga
  Simulation of Patient Specific Cervical Hip Fracture Surgery With a Volume Haptic Interface
  IEEE Transactions on Biomedical Engineering, 2008, 55(4), 1255-1265.
 Web of Science® Times Cited: 4

Joakim Rydell, Hans Knutsson and Magnus Borga
  Bilateral Filtering of fMRI Data
  IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2008, 2(6), 891-896.
 Web of Science® Times Cited: 6

Hans Åhlfeldt, Magnus Borga, Gert Nilsson and Karin Wårdell
  Linköping bör inta ledande ställning
  Östgöta Correspondenten, 2006, , .

Joakim Rydell, Hans Knutsson and Magnus Borga
  On Rotational Invariance in Adaptive Spatial Filtering of fMRI Data
  NeuroImage, 2006, 30(1), 144-150.
 Web of Science® Times Cited: 7

J Vikgren, Ola Friman, Magnus Borga, M Boijsen, S Gustavsson, AE Jansson, B Bake and U Tylen
  Detection of mild emphysema by computed tomography density measurements
  Acta Radiologica, 2005, 46(3), 237-245.
 Web of Science® Times Cited: 9

L. Ridderstolpe, Hans Gill, Magnus Borga, H. Rutberg and Hans Åhlfeldt
  Canonical correlation analysis of risk factors and clinical outcomes in cardiac surgery
  Journal of medical systems, 2005, 29(4), 357-377.

Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Detection and detrending in fMRI data analysis
  NeuroImage, 2004, 22(2), 645-655.
 Web of Science® Times Cited: 18

Mikael Sundberg, Magnus Borga, Hans Knutsson, Anders Johansson, Tomas Strömberg and Åke Öberg
  Fibre-optic array for curvature assessment: application in otitis diagnosis
  Medical & Biological Engineering & Computing, 2004, 42(2), 245-252.
 Web of Science® Times Cited: 2

Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Adaptive analysis of fMRI data
  NeuroImage, 2003, 19(3), 837-845.
 Web of Science® Times Cited: 115

Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Detection of neural activity in fMRI using maximum correlation modeling
  NeuroImage, 2002, 15(2), 386-395.
 Web of Science® Times Cited: 21

Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Exploratory fMRI analysis by autocorrelation maximization
  NeuroImage, 2002, 16(2), 454-464.
 Web of Science® Times Cited: 46

Ola Friman, Jonny Cedefamn, Peter Lundberg, Magnus Borga and Hans Knutsson
  Detection of neural activity in functional MRI using canonical correlation analysis
  Magnetic Resonance in Medicine, 2001, 45(2), 323-330.
 Web of Science® Times Cited: 90

Chapters in Books

Magnus Borga, Kirsi A. Virtanen, Thobias Romu, Olof Dahlqvist Leinhard, Anders Persson, Pirjo Nuutila and Sven Enerbäck
  Brown adipose tissue in humans: detection and functional analysis using PET (Positron Emission Tomography), MRI (Magnetic Resonance Imaging), and DECT (Dual Energy Computed Tomography)
  Methods in Enzymology: Methods of Adipose Tissue Biology, Elsevier, 2014, 141-159.


  Fulltext PDF

Rodrigo Moreno, Magnus Borga and Örjan Smedby
  Techniques for Computing Fabric Tensors: A Review
  Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data, Springer Berlin/Heidelberg, 2014, 271-292.


  Fulltext PDF

Rodrigo Moreno, Magnus Borga, Eva Klintström, Torkel Brismar and Örjan Smedby
  Correlations between fabric tensors computed on cone beam and microcomputed tomography images
  Computational Vision and Medical Image Processing IV: VIPIMAGE 2013, CRC Press, 2013, 393-398.


  Fulltext PDF

Conference Articles

Anette Karlsson, Johannes Rosander, Thobias Romu, Joakim Tallberg, Anders Grönqvist, Magnus Borga and Olof Dahlqvist Leinhard
  Automatic and Quantitative Assessment of Total and Regional Muscle Tissue Volume using Multi-Atlas Segmentation
  ISMRM 22nd Annual Meeting & Exhibition, 10 -16 May, 2014, Milan, Italy, 2014.


Patrik Thunón, Thobias Romu, Sepher Zanjanis, Solveig Gjellan, Fredrik Nyström, Peter Lundberg, Örjan Smedby, Magnus Borga and Olof Dahlqvist Leinhard
  Body Composition Volumetry by Whole-Body Water-Fat Separated MRI
  ISMRM 22nd Annual Meeting & Exhibition, 10 - 16 May 2014, Milan, Italy, 2014.


Gunnar Läthén, Stefan Lindholm, Reiner Lenz and Magnus Borga
  Evaluation of transfer function methods in direct volume rendering of the blood vessel lumen
  Proceedings from the EG VCBM 2014. Eurographics Workshop on Visual Computing for Biology and Medicine, Vienna, Austria, September 4–5, 2014, 2014.


Mihael Gaihede, Olivier Cros, Magnus Borga, Elin Pauwels and Joris Dirckx
  Micro CT-scanning of the mastoid. Micro-channels supporting a high vascular supply of the mastoid mucosa and its role in pressure regulation
  1st Global Otology Research Forum, 13 Novenber 2013, Antalya, Turkey, 2013.


Anette Karlsson, Johannes Rosander, Joakim Tallberg, Thobias Romu, Magnus Borga and Olof Dahlqvist Leinhard
  Whole Body Muscle Classification using Multiple Prototype Voting
  ISMRM 21st Annual Meeting & Exhibition, 20-26 April 2013, Salt Lake City, USA, 2013.


Rodrigo Moreno, Thobias Romu, Olof Dahlqvist Leinhard, Magnus Borga and Ebo de Muinck
  Effects of denoising in the estimation of T2* from images acquired through Dixon imaging
  ISMRM 21st Annual Meeting & Exhibition, 20-26 April 2013, Salt Lake City, USA, 2013.


Marianna Thomas, David Newman, Olof Dahlqvist Leinhard, Bahman Kasmai, Paul Malcolm, Magnus Borga and Andoni P. Toms
  Test-retest reliability of automated whole body and compartmental muscle volume measurements on a wide bore 3T MR system
  40th Annual Meeting and Musculoskeletal Imaging Course: Fundamentals to Advanced Concepts, 2-5 October 2013, Philadelphia, PA, USA, 2013.


Thord Andersson, Thobias Romu, Bengt Norén, Mikael Forsgren, Örjan Smedby, Sven Almer, Peter Lundberg, Magnus Borga and Olof Dahlqvist Leinhard
  Self-calibrated DCE MRI using Multi Scale Adaptive Normalized Averaging (MANA)
  Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), 2012, 2012.


Rodrigo Moreno, Magnus Borga and Örjan Smedby
  Evaluation of the plate-rod model assumption of trabecular bone
  Biomedical Imaging (ISBI), 2012, 2012.


  Fulltext PDF

Thobias Romu, Olof Dahlqvist Leinhard, Peter Lundberg and Magnus Borga
  Robust fat-­‐water separation of symmetrically sampled two point Dixon data
  ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI, 2012.


Anette Karlsson, Olof Dahlqvist Leinhard, Thobias Romu and Magnus Borga
  Automated Whole Body Muscle Segmentation & Classification
  ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI, 2012.


Olof Dahlqvist Leinhard, Thobias Romu, Anette Karlsson and Magnus Borga
  High resolution isotropic whole-­‐body symmetrically sampled two point Dixon acquisition imaging at 3T
  ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI, 2012.


Olof Dahlqvist Leinhard, Thobias Romu, Johan Kihlberg, Solveig Gjellan, Sepehr Zanjani, Örjan Smedby, Fredrik Nyström and Magnus Borga
  Validation of whole-­‐body adipose tissue quantification using air displacement plethysmometry
  ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI, 2012.


Thobias Romu, Louise Elander, Olof Dahlqvist Leinhard and Magnus Borga
  High resolution symmetrically sampled two point Dixon imaging
  Proceedings of the ISMRM Annual Meeting, 2012.


Anette Karlsson, Olof Dahlqvist Leinhard, Anna Vallin, Thobias Romu and Magnus Borga
  Automated Whole Body Muscle Quantification Based on a 10 min MR-Exam
  Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), 2012.


Rodrigo Moreno, Magnus Borga and Örjan Smedby
  Estimation of Trabecular Thickness in Gray-Scale Images Through Granulometric Analysis
  Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2012.


 Web of Science® Times Cited: 1  Fulltext PDF

Rodrigo Moreno, Örjan Smedby and Magnus Borga
  On the Efficiency of the Mean Intercept Length Tensor
  SSBA Symposium, 2011.


  Fulltext PDF

Rodrigo Moreno, Magnus Borga and Örjan Smedby
  Soft classification of trabeculae in trabecular bone
  Biomedical Imaging: From Nano to Macro, 2011, 2011.


 Web of Science® Times Cited: 2  Fulltext PDF

Thobias Romu, Magnus Borga and Olof Dahlqvist Leinhard
  MANA - Multi scale adaptive normalized averaging
  2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011.


 Web of Science® Times Cited: 3

Thobias Romu, Olof Dahlqvist Leinhard, Mikael Forsgren, Sven Almer, Nils Dahlström, Stergios Kechagias, Fredrik Nyström, Örjan Smedby, Peter Lundberg and Magnus Borga
  Fat Water Classification of Symmetrically Sampled Two-Point Dixon Images Using Biased Partial Volume Effects
  Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2011), 2011., 2011.


Gunnar Läthén, Olivier Cros, Hans Knutsson and Magnus Borga
  Non-ring Filters for Robust Detection of Linear Structures
  Proceedings of the 20th International Conference on Pattern Recognition, 2010.


  Fulltext PDF

Olof Dahlqvist Leinhard, A Johansson, Joakim Rydell, Johan Kihlberg, Örjan Smedby, F.H. Nyström, Peter Lundberg and Magnus Borga
  Quantification of abdonimal fat accumulation during hyperalimentation using MRI
  Proc. Intl. Soc. Mag. Reson. Med., 2009.


  Fulltext PDF

Kajsa Tibell, Hagen Spies and Magnus Borga
  Fast Prototype Based Noise Reduction
  Image Analysis: 16th Scandinavian Conference, SCIA 2009, Oslo, Norway, June 15-18, 2009. Proceedings, 2009.


  Fulltext PDF

Gunnar Läthén, Thord Andersson, Reiner Lenz and Magnus Borga
  Level set based segmentation using gradient descent with momentum
  SSBA 2009, Symposium on image analysis,2009, 2009.


Gunnar Läthén, Thord Andersson, Reiner Lenz and Magnus Borga
  Momentum Based Optimization Methods for Level Set Segmentation
  Momentum Based Optimization Methods for Level Set Segmentation: Second International Conference, SSVM 2009, Voss, Norway, June 1-5, 2009. Proceedings, 2009.


 Web of Science® Times Cited: 3  Fulltext PDF

Thord Andersson, Gunnar Läthén, Reiner Lenz and Magnus Borga
  A Fast Optimization Method for Level Set Segmentation
  Image Analysis: 16th Scandinavian Conference, SCIA 2009, Oslo, Norway, June 15-18, 2009. Proceedings, 2009.


 Web of Science® Times Cited: 1  Fulltext PDF

Olof Dahlqvist Leinhard, Andreas Johansson, Joakim Rydell, Johan Kihlberg, Örjan Smedby, Fredrik H. Nyström and Magnus Borga
  Quantification of abdominal fat accumulation during hyperalimentation using MRI
  Proceedings of the ISMRM Annual Meeting (ISMRM'09), 2009.


O. Friman, Olof Dahlqvist Leinhard, Peter Lundberg and Magnus Borga
  A General Method for Correction of Intensity Inhomogenity in Two Point Dixon Imaging
  Proc. Intl. Soc. Mag. Reson. Med., 2009.


  Fulltext PDF

J Rydell, A Johansson, Olof Dahlqvist Leinhard, Peter Lundberg and Magnus Borga
  Three dimensional phase sensitive reconstruction for water/fat separation in MR imaging using inverse gradient
  ISMRM, Toronto, Canada, 2008, 2008.


Olof Dahlqvist Leinhard, Andreas Johansson, Joakim Rydell, Magnus Borga and Peter Lundberg
  Intensity Inhomogeneity Correction in Two Point Dixon Imaging
  Proceedings of the International Society for Magnetic Resonance in Medicine annual meeting (ISMRM'08), 2008.


Joakim Rydell, Andreas Johansson, Olof Dahlqvist Leinard, Hans Knutsson, Gunnar Farnebäck, Peter Lundberg and Magnus Borga
  Three Dimensional Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging using Inverse Gradient
  Proceedings of the International Society for Magnetic Resonance in Medicine annual meeting (ISMRM'08), 2008.


Gunnar Läthén, Jimmy Jonasson and Magnus Borga
  Phase Based Level Set Segmentation of Blood Vessels
  Proceedings of 19th International Conference on Pattern Recognition, 2008.


  Fulltext PDF

Olof Dahlqvist Leinhard, Andreas Johansson, Joakim Rydell, Örjan Smedby, Fredrik Nystöm, Peter Lundberg and Magnus Borga
  Quantitative Abdominal Fat Estimation Using MRI
  Proceedings - International Conference on Pattern Recognition, 2008.


  Fulltext PDF

Joakim Rydell, Hans Knutsson, Andreas Johansson, Olof Dahlqvist Leinhard and Magnus Borga
  MRI Phase Unwrapping with Application to Water/Fat Separation
  Proceedings of the SSBA Symposium on Image Analysis,2008, 2008.


Joakim Rydell, Magnus Borga and Hans Knutsson
  Robust Correlation Analysis with an Application to Functional MRI
  Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE, 2008.


 Web of Science® Times Cited: 1  Fulltext PDF

Johanna Pettersson, Hans Knutsson and Magnus Borga
  Segmentation and registration with the Morphon method, four different applications
  Proceedings of the {SSBA} Symposium on Image Analysis,2007, 2007.


Borja Rodríguez-Vila, Johanna Pettersson, Magnus Borga, Feliciano García-Vicente, Enrique J. Gómez and Hans Knutsson
  3D deformable registration for monitoring radiotherapy treatment in prostate cancer
  Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007, 2007.


Joakim Rydell, Magnus Borga and Hans Knutsson
  Robust correelation analysis with an application to functional MRI
  SSBA Symposium on Image Analysis,2007, 2007.


Joakim Rydell, Hans Knutsson and Magnus Borga
  Adaptive fMRI data filtering based in tissue and signal similarities
  Joint Annual Meeting ISMRM-ESMRMB,2007, 2007.


Magnus Borga and Joakim Rydell
  Signal and Anatomical Constraints in Adaptive Filtering of fMRI Data
  Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007: From Nano to Macro, 2007.


Joakim Rydell, Hans Knutsson, Johanna Pettersson, Andreas Johansson, Gunnar Farnebäck, Olof Dahlqvist Leinhard, Peter Lundberg, Fredrik Nyström and Magnus Borga
  Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging Using Inverse Gradient
  Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007.


 Web of Science® Times Cited: 4

Joakim Rydell, Hans Knutsson and Magnus Borga
  Tissue-selective adaptive filtering of fMRI data
  ESMRMB,2006, 2006.


Johanna Pettersson, Hans Knutsson and Magnus Borga
  Normalised convolution and morphons for non-rigid registration
  SSBA Symposium on Image Analysis,2006, 2006.


Johanna Pettersson, Hans Knutsson and Magnus Borga
  Automatic hip bone segmentation using non-rigid registration
  18th International Conference on Pattern Recognition, 2006, ICPR 2006 (Volume:3 ), 2006.


 Web of Science® Times Cited: 2

Joakim Rydell, Hans Knutsson and Magnus Borga
  Rotational invariance in adaptive fMRI data analysis
  Image Processing, 2006, 2006.


Johanna Pettersson, Hans Knutsson and Magnus Borga
  Non-rigid registration for automatic fracture segmentation
  Image Processing, 2006, 2006.


 Web of Science® Times Cited: 3

Joakim Rydell, Hans Knutsson and Magnus Borga
  Adaptive filtering of fMRI data based on correlation and BOLD response similarity
  Acoustics, Speech and Signal Processing, 2006. ICASSP 2006. Vol. 2, 2006.


Joakim Rydell, Hans Knutsson and Magnus Borga
  A multidimensional similarity measure for bilateral adaptive filtering of fMRI data
  SSBA Symposium on Image Analysis,2006, 2006.


Joakim Rydell, Hans Knutsson and Magnus Borga
  Rotationally invariant adaptive filtering of fMRI data
  SSBA Symposium on Image Analysis,2006, 2006.


Johanna Pettersson, Hans Knutsson, Per Nordqvist and Magnus Borga
  A hip surgery simulator based on patient specific models generated by automatic segmentation
  Medicine Meets Virtual Reality 14: Accelerating Change in Healthcare: Next Medical Toolkit, 2006.


 Web of Science® Times Cited: 1

Magnus Borga
  Center for medical image science and visualization (CMIV) a unique cross-disciplinary environment for medical image processing research
  Nordic Baltic Conference on Medical Engineering and Medical Physics,2005, 2005.


Johanna Pettersson, Magnus Borga, Mats Andersson and Hans Knutsson
  Volume morphing for segmentation of bone from 3D data
  Symposium on Image Analysis SSBA,2005, 2005.


Joakim Rydell, Hans Knutsson and Magnus Borga
  fMRI Data analysis using correlation controlled adaptive filtering
  Symposium on Image Analysis SSBA,2005, 2005.


Andreas Wrangsjö, Magnus Borga and Hans Knutsson
  Adaptive bilateral filters for denoising of digital mammography images
  Symposium on Image Analysis SSBA,2005, 2005.


Joakim Rydell, Magnus Borga and Hans Knutsson
  Correlation controlled bilateral filtering of fMRI data
  Proceedings of the International Society for Magnetic Resonance in MEdicine Annual Meeting (ISMRM) 2005, 2005.


Johanna Pettersson, Hans Knutsson and Magnus Borga
  Generation of patient specific bone models from volume data using morphons
  IFMBE Proceedings: NBC'05 13th Nordic Baltic Conference Biomedical Engineering and Medical Physics, 2005.


Joakim Rydell, Hans Knutsson and Magnus Borga
  Correlation controlled adaptive filtering for FMRI data
  IFMBE Proceedings: NBC'05 13th Nordic Baltic Conference Biomedical Engineering and Medical Physics, 2005.


Hans Knutsson, Mats Andersson, Lars Wigström, Magnus Borga and Andreas Sigfridsson
  Motion artifact reduction in MRI through generalized DFT
  Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on, 2004.


Joakim Rydell, Magnus Borga, Peter Lundberg and Hans Knutsson
  Dimensionality and degrees of freedom in fMRI data analysis - a comparative study
  Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on, 2004.


Johanna Pettersson, Magnus Borga and Hans Knutsson
  Some issues on the segmentation of the femur in CT data
  Proceedings of the Swedish Symposium on Image Analysis (2004), 2004.


Andreas Wrangsjö, Magnus Borga and Hans Knutsson
  A Bayesian approach to image restoration
  Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on, 2004.


Joakim Rydell, Magnus Borga, Peter Lundberg and Hans Knutsson
  Dimensionality and number of parameters in adaptive filtering of fMRI data
  Proceedings of the Swedish Symposium on Image Analysis (2004), 2004.


Hans Knutsson, Mats Andersson, Magnus Borga and Lars Wigström
  Respiratory Arifact Reduction in MRI using Dynamic Deformation Modelling
  SSAB 2002 Symposium on Image Analysis, Lund, Sweden 7-8 mars 2002, 2002.


  Fulltext PDF

Ola Friman, Magnus Borga, Peter Lundberg, U. Tylén and Hans Knutsson
  Emphysema Detection in CT Images
  SSAB 2002 Symposium on Image Analysis, Lund, Sweden 7-8 mars 2002, 2002.


Magnus Borga, Ola Friman, Peter Lundberg and Hans Knutsson
  Blind Source Separation of Functional MRI Data
  SSAB 2002 Symposium i bildanalys, Lund 7-8 mars 2002, 2002.


Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Imaging Brain Function
  Medicinteknisk konferens'02, Stockholm, oktober 2002, 2002.


G. Starck, Magnus Borga, M. Friberg, E. Olsson, S. Ribbelin, Hans Knutsson, S. Ekholm and H. Malmgren
  Fully automatic segmentation of the Hippocampus in MR image
  ESMRMB,2002, 2002.


Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Hierarchical temporal blind source separation of fMRI data
  Proceedings of the ISMRM Annual Meeting (ISMRM'02), 2002.


Ola Friman, Magnus Borga, Mikael Lundberg, Ulf Tylen and Hans Knutsson
  Recognizing emphysema - A neural network approach
  Pattern Recognition, 2002. Proceedings. 16th International Conference on  (Volume:1), 2002.


Magnus Borga, Ola Friman, Peter Lundberg and Hans Knutsson
  A canonical correlation approach to exploratory data analysis in fMRI
  ISMRM 10th Scientific Meeting & Exhibition, 18-24 May 2002, Honolulu, Hawai’i, USA, 2002.


Magnus Borga and Hans Knutsson
  Canonical correlation analysis in early version processing
  European Symposium on Artificial neural Networks ESANN,2001, 2001.


Magnus Borga, Mats Andersson and Hans Knutsson
  Generation of representations for supervised learning - A velocity estimation example
  SCIA 2001,2001, 2001.


Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  Canonical correlation as a tool in functional MRI data analysis
  SSAB Symposium on Image Analysis,2001, 2001.


Ulf Tylén, Ola Friman, Magnus Borga and Jan-Erik Angelhed
  An improved algorithm for computerized detection and quantification of pulmonary emphysema at high resolution computed tomography (HRCT)
  SPIE01,2001, 2001.


Ola Friman, Peter Lundberg, Magnus Borga, Jonny Cedefamn and Hans Knutsson
  Increased detection sensitivity in fMRI by adaptive filtering.
  Proceedings iSMRM and ESMRM meeting 2001, Glasgow,2001, 2001.


  Fulltext PDF

Ola Friman, Magnus Borga, Peter Lundberg and Hans Knutsson
  A correlation framwork for functional MRI data analysis.
  Proceedings of SCIA 2001. Bergen,2001, 2001.


Björn Johansson, Magnus Borga and Hans Knutsson
  Learning Corner Orientation Using Canonical Correlation
  Proceedings of the SSAB Symposium on Image Analysis: Norrköping, 2001.


  Fulltext PDF

Magnus Borga, Helge Malmgren and Hans Knutsson
  FSED - Feature Selective Edge Detection
  ICPR15: Barcelona, Spain, 2000.


  Fulltext PDF

Magnus Borga, Helge Malmgren and Hans Knutsson
  Feature selective edge detektion
  International Conference on Pattern Recognition,2000, 2000.


Hans Knutsson, Mats Andersson, Magnus Borga and Johan Wiklund
  Automated generation of representations in vision
  International Conference on Pattern Recognition ICPR,2000, 2000.


Magnus Borga and Hans Knutsson
  Finding Efficient Nonlinear Visual Operators using Canonical Correlation Analysis
  Proceedings of the SSAB Symposium on Image Analysis: Halmstad, 2000.


  Fulltext PDF

Hans Knutsson and Magnus Borga
  Learning Visual Operators from Examples: A New Paradigm in Image Processing
  Proceedings of the 10th International Conference on Image Analysis and Processing (ICIAP'99): Venice, Italy, 1999.


  Fulltext PDF

Magnus Borga and Hans Knutsson
  Estimating Multiple Depths in Semi-transparent Stereo Images
  Proceedings of the 11th Scandinavian Conference on Image Analysis, 1999.


  Fulltext PDF

Magnus Borga and Hans Knutsson
  An Adaptive Stereo Algorithm Based on Canonial Correlation Analysis
  ACIPS 1998, Gold Coast, Australia, 1998.


  Fulltext PDF

Hans Knutsson, Magnus Borga and Tomas Landelius
  Learning Multidimensional Signal Processing
  Proceedings of the 14th International Conference on Pattern Recognition, vol 2: Brisbane, Australia, 1998.


Magnus Borga and Hans Knutsson
  An Adaptive Stereo Algorithm Based on Canonical Correlation Analysis
  Proceedings of the Second IEEE International Conference on Intelligent Processing Systems: Gold Coast, Austalia, 1998.


  Fulltext PDF

Magnus Borga, Hans Knutsson and Tomas Landelius
  Learning Canonical Correlations
  SCIA10: Lappeenranta, Finland, 1997.


  Fulltext PDF

Magnus Borga
  Hierarchical Reinforcement Learning
  ICANN'93 eds S. Gielen and B. Kappen: Amsterdam, 1993.


  Fulltext PDF

Ph.D. Theses

Gunnar Läthén
  Level Set Segmentation and Volume Visualization of Vascular Trees
  2013.


  Fulltext PDF

Erik Sundvall
  Scalability and Semantic Sustainability in Electronic Health Record Systems
  2013.


  Fulltext PDF

Joakim Rydell
  Advanced MRI Data Processing
  2007.


  Fulltext PDF

Magnus Borga
  Learning Multidimensional Signal Processing
  1998.


  Fulltext PDF

Licentiate Theses

Magnus Borga
  Reinforcement Learning Using Local Adaptive Models
  1995.


  Fulltext PDF

Reports

Magnus Borga and Hans Knutsson
  A canonical correlation approach to blind source separation
  2001.


Magnus Borga and Hans Knutsson
  An Adaptive Stereo Algorithm Based on Canonical Correlation Analysis
  LiTH-ISY-R, 2013, 1998.


Hans Knutsson, Magnus Borga and Tomas Landelius
  Learning Multidimensional Signal Processing
  LiTH-ISY-R, 2039, 1998.


Magnus Borga, Tomas Landelius and Hans Knutsson
  A Unified Approach to PCA, PLS, MLR and CCA
  LiTH-ISY-R, 1992, 1997.


  Fulltext PDF

Hans Knutsson, Magnus Borga and Tomas Landelius
  Generalized Eigenproblem for Stochastic Process Covariances
  LiTH-ISY-R, 1916, 1996.


  Fulltext PDF

Tomas Landelius, Magnus Borga and Hans Knutsson
  Reinforcement Learning Trees
  LiTH-ISY-R, 1828, 1996.


  Fulltext PDF

Hans Knutsson, Magnus Borga and Tomas Landelius
  Learning Canonical Correlations
  LiTH-ISY-R, 1761, 1995.


  Fulltext PDF

Tomas Landelius, Hans Knutsson and Magnus Borga
  On-Line Singular Value Decomposition of Stochastic Process Covariances
  LiTH-ISY-R, 1762, 1995.


  Fulltext PDF

Magnus Borga and Hans Knutsson
  A Binary Competition Tree for Reinforcement Learning
  LiTH-ISY-R, 1623, 1994.


  Fulltext PDF

Magnus Borga and Tomas Carlsson
  A Survey of Current Techniques for Reinforcement Learning
  LiTH-ISY-I, 1391, 1992.


  Fulltext PDF

* Social media data based on publications from 2011 to present and with a DOI; data delivered by Altmetric.com.