Presentation

Publications

2018

Jennifer Linge, Magnus Borga, Janne West, Theresa Tuthill, Melissa Miller, Alexandra Dumitriu, Louise Thomas, Jimmy Bell, Olof Dahlqvist Leinhard

Body Composition Profiling in the UK Biobank Imaging Study

In Obesity

Article in journal

Magnus Borga, Janne West, Jimmy D. Bell, Nicholas C. Harvey, Thobias Romu, Steven B. Heymsfield, Olof Dahlqvist Leinhard

Advanced body composition assessment: from body mass index to body composition profiling

In Journal of Investigative Medicine

Article, review/survey

Magnus Borga

MRI adipose tissue and muscle composition analysis: a review of automation techniques

In British Journal of Radiology

Article, review/survey

Janne West, Thobias Romu, Sofia Thorell, Hanna Lindblom, Emilia Berin, Anna-Clara Spetz Holm, Lotta Lindh Åstrand, Anette Karlsson, Magnus Borga, Mats Hammar, Olof Dahlqvist Leinhard

Precision of MRI-based body composition measurements of postmenopausal women

In PLoS ONE

Article in journal

Magnus Borga, Janne West, Jimmy Bell, Nicholas Harvey, Thobias Romu, Steven Heymsfield, Olof Dahlqvist Leinhard

Advanced body composition assessment: From body mass index to body composition profiling

In Journal of Investigative Medicine

Article in journal

Thord Andersson, Magnus Borga, Olof Dahlqvist Leinhard

Geodesic registration for interactive atlas-based segmentation using learned multi-scale anatomical manifolds

In Pattern Recognition Letters

Article in journal

2017

Jennifer Linge, Janne West, Thobias Romu, Magnus Borga, Jimmy Bell, Olof Dahlqvist Leinhard

The Body Composition Profile – Enhancing the Understanding of Obesity using UK Biobank Imaging Data

Conference paper

Janne West, Thobias Romu, Sophia Thorell, Hanna Lindblom, Emilia Berin, Anna-Clara Spetz Holm, Lotta Lindh Åstrand, Magnus Borga, Mats Hammar, Olof Dahlqvist Leinhard

Body Composition Analysis Combined with Individual Muscle Measurements using Dixon-MRI

Conference paper

Jennifer Linge, Brandon Whithcher, Alexandra Dimitriu, Magnus Borga, Olof Dahlqvist Leinhard

Associating Body Composition Profiling to Propensity for Diabetes – Enhancing the Description of the Overweight and Obese Subjects

Conference paper

Elia Petridou, Minnie Kibiro, Christina Gladwell, Paul Malcolm, Andoni Toms, Arne Juette, Magnus Borga, Olof Dahlqvist Leinhard, Thobias Romu, Bahman Kasmai, Erika Denton

Breast fat volume measurement in a wide-bore 3T MR: comparison of traditional mammographic density evaluation with MR density measurements using automatic segmentation.

In Clinical Radiology

Article in journal

Jennifer Linge, Brandon Whithcher, Alexandra Dimitriu, Magnus Borga, Olof Dahlqvist Leinhard

Associating Body Composition Profiling to Propensity for Diabetes

Conference paper

Thobias Romu, Nils Dahlström, Olof Dahlqvist Leinhard, Magnus Borga

Robust Water Fat Separated Dual-Echo MRI by Phase-Sensitive Reconstruction

In Magnetic Resonance in Medicine

Article in journal

Michael Middleton, William Haufe, Jonathan Hooker, Magnus Borga, Olof Dahlqvist Leinhard, Thobias Romu, Patrik Tunón, Gavin Hamilton, Tanya Wolfson, Anthony Gamst, Rohit Loomba, Claude Sirlin

Quantifying Abdominal Adipose Tissue and Thigh Muscle Volume and Hepatic Proton Density Fat Fraction: Repeatability and Accuracy of an MR Imaging–based, Semiautomated Analysis Method

In Radiology

Article in journal

Thobias Romu, Jennifer Linge, Magnus Borga, Janne West, Jimmy Bell, Olof Dahlqvist Leinhard

Hepatic Steatosis is Associated with Lower Prior Health Care Burden in Visceral Obesity

Conference paper

Janne West, Jennifer Linge, Thobias Romu, Magnus Borga, Jimmy Bell, Olof Dahlqvist Leinhard

Distribution Matters – Body Composition Profiling Associated with Prior Health Care Burden

Conference paper

2016

David Newman, Christian Kelly-Morland, Olof Dahlqvist Leinhard, Bahman Kasmai, Richard Greenwood, Paul Malcolm, Thobias Romu, Magnus Borga, Andoni Toms

Test–retest reliability of rapid whole body and compartmental fat volume quantification on a widebore 3T MR system in normal-weight, overweight, and obese subjects

In Journal of Magnetic Resonance Imaging

Article in journal

Christian Agebratt, Edvin Ström, Thobias Romu, Olof Dahlqvist Leinhard, Magnus Borga, Per Leandersson, Fredrik H. Nyström

A Randomized Study of the Effects of Additional Fruit and Nuts Consumption on Hepatic Fat Content, Cardiovascular Risk Factors and Basal Metabolic Rate

In PLoS ONE

Article in journal

Janne West, Olof Dahlqvist Leinhard, Thobias Romu, Rory Collins, Steve Garratt, Jimmy Bell, Magnus Borga, E. Louise Thomas

Feasibility of MR-based Body Composition Analysis in Large Scale Population Studies

In PLoS ONE

Article in journal

Olivier Cros, Hans Knutsson, Mats Andersson, Elin Pawels, Magnus Borga, Michael Gaihede

Determination of the mastoid surface area and volume based on micro-CT scanning of human temporal bone: Geometrical parameters dependence on scanning resolutions

In Hearing Research

Article in journal

Olof Dahlqvist Leinhard, Jennifer Linge, Janne West, Jimmy Bell, Magnus Borga

Body Composition Profiling using MRI - Normative Data for Subjects with Cardiovascular Disease Extracted from the UK Biobank Imaging Cohort

Conference paper

William Haufe, Jonathan Hooker, Alexandra Schlein, Nikolaus Szeverenyi, Magnus Borga, Olof Dahlqvist Leinhard, Thobias Romu, Patrik Tunón, Santiago Horgan, Garth Jacobsen, Jeffrey B Schwimmer, Scott B Reeder, Claude B. Sirlin

Feasibility of an automated tissue segmentation technique in a longitudinal weight loss study

Conference paper

Michael Middleton, William Haufe, Jonathan Hooker, Magnus Borga, Olof Dahlqvist Leinhard, Thobias Romu, Patrik Tunón, Nick Szeverenyi, Gavin Hamilton, Tanya Wolfson, Anthony Gamst, Rohit Loomba, Claude B. Sirlin

Repeatability and accuracy of a novel, MRI-based, semi-automated analysis method for quantifying abdominal adipose tissue and thigh muscle volumes

Conference paper

Anette Karlsson, Jennifer Linge, Janne West, Jimmy Bell, Magnus Borga, Olof Dahlqvist Leinhard

Defining Sarcopenia with MRI - Establishing Threshold Values within a Large-Scale Population Study

Conference paper

Annelie Abrahamsson, Anna Rzepecka, Thobias Romu, Magnus Borga, Olof Dahlqvist Leinhard, Peter Lundberg, Johan Kihlberg, Charlotta Dabrosin

Dense breast tissue in postmenopausal women is associated with a pro-inflammatory microenvironment in vivo

In Oncoimmunology

Article in journal

Janne West, Olof Dahlqvist Leinhard, Thobias Romu, E. Louise Thomas, Magnus Borga, Jimmy Bell

Body Composition Analysis In Large Scale Population Studies using Dixon Water-Fat Separated Imaging

Conference paper

Thobias Romu, Janne West, Anna-Clara Spetz, Hanna Lindblom, Lotta Lindh Åstrand, Mats Hammar, Magnus Borga, Olof Dahlqvist Leinhard

The effect of flip-angle on body composition using calibrated water-fat MRI.

Conference paper

Thobias Romu, Vavruch Camilla, Olof Dahlqvist Leinhard, Joakim Tallberg, Nils Dahlström, Anders Persson, Mikael Heglind, Martin Lidell, Sven Enerbäck, Magnus Borga, Fredrik Nyström

A randomized trial of cold-exposure on energy expenditure and supraclavicular brown adipose tissue volume in humans

In Metabolism

Article in journal

Olof Dahlqvist Leinhard, Jennifer Linge, Janne West, Jimmy Bell, Magnus Borga

Body Composition Profiling using MRI - Normative Data for Subjects with Diabetes Extracted from the UK Biobank Imaging Cohort

Conference paper

Magnus Borga, Thord Andersson, Olof Dahlqvist Leinhard

Semi-Supervised Learning of Anatomical Manifolds for Atlas-Based Segmentation of Medical Images

In Proceedings of the 23rd International Conference on Pattern Recognition (ICPR)

Conference paper

2015

Thord Andersson, Thobias Romu, Anette Karlsson, Bengt Norén, Mikael Forsgren, Örjan Smedby, Stergios Kechagias, Sven Almer, Peter Lundberg, Magnus Borga, Olof Dahlqvist Leinhard

Consistent intensity inhomogeneity correction in water–fat MRI

In Journal of Magnetic Resonance Imaging

Article in journal

Elia Petridou, Minnie Kibiro, Christina Gladwell, Paul Malcolm, Arne Juette, Andoni Toms, Magnus Borga, Olof Dahlqvist Leinhard, Erika Denton

Breast fat volume measurement in a wide-bore 3T MR: comparison of traditional mammographic density evaluation with MR density measurements using automatic segmentation.

Conference paper

Anette Karlsson, Johannes Rosander, Joakim Tallberg, Anders Grönqvist, Magnus Borga, Olof Dahlqvist Leinhard

Automatic and Quantitative Assessment of Total and Regional Muscle Tissue Volume using Multi-Atlas Segmentation

In International Society for Magnetic Resonance in Medicince Annual Meeting

Conference paper

Anette Karlsson, Johannes Rosander, Thobias Romu, Joakim Tallberg, Anders Grönqvist, Magnus Borga, Olof Dahlqvist Leinhard

Automatic and quantitative assessment of regional muscle volume by multi-atlas segmentation using whole-body water–fat MRI

In Journal of Magnetic Resonance Imaging

Article in journal

Thobias Romu, Louise Elander, Olof Dahlqvist Leinhard, Martin Lidell, Matthias Betz, Anders Persson, Sven Enerbäck, Magnus Borga

Characterization of Brown Adipose Tissue by water-fat separated Magnetic Resonance Imaging

In Journal of Magnetic Resonance Imaging

Article in journal

Arash Gharehbaghi, Magnus Borga, Birgitta Janerot Sjöberg, Ask Per

A novel method for discrimination between innocent and pathological heart murmurs

In Medical Engineering and Physics

Article in journal

Rodrigo Moreno, Magnus Borga, Eva Klintström, Torkel Brismar, Örjan Smedby

Anisotropy Estimation of Trabecular Bone in Gray-Scale: Comparison Between Cone Beam and Micro Computed Tomography Data

In Developments in Medical Image Processing and Computational Vision

Chapter in book

Janne West, Thobias Romu, Anna-Clara Spetz, Hanna Lindblom, Lotta Lindh Åstrand, Magnus Borga, Mats Hammar, Olof Dahlqvist Leinhard

Automatic combined whole-body muscle and fat volume quantification using water-fat separated MRI in postmenopausal women

In International Society for Magnetic Resonance in Medicine Annual Meeting

Conference paper

Magnus Borga, E. Louise Thomas, Thobias Romu, Johannes Rosander, Julie Fitzpatrick, Olof Dahlqvist Leinhard, Jimmy D Bell

Validation of a Fast Method for Quantification of Intra-abdominal and Subcutaneous Adipose Tissue for Large Scale Human Studies

In NMR in Biomedicine (Online)

Article in journal

2014

Marianna S Thomas, David Newman, Olof Dahlqvist Leinhard, Anette Karlsson, Johannes Rosander, Bahman Kasmai, Richard Greenwood, Paul N Malcolm, Magnus Borga, Andoni P Toms

Test-retest reliability of automated whole body and compartmental muscle volume measurements on a wide bore 3T MR system

In European Radiology

Article in journal

Magnus Borga, Kirsi A. Virtanen, Thobias Romu, Olof Dahlqvist Leinhard, Anders Persson, Pirjo Nuutila, 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)

In Methods in Enzymology

Chapter in book

Rodrigo Moreno, Magnus Borga, Eva Klintström, Torkel Brismar, Örjan Smedby

Correlations between fabric tensors computed on cone beam and microcomputed tomography images

In Computational Vision and Medical Image Processing IV

Conference paper

Anette Karlsson, Johannes Rosander, Thobias Romu, Joakim Tallberg, Anders Grönqvist, Magnus Borga, Olof Dahlqvist Leinhard

Automatic and Quantitative Assessment of Total and Regional Muscle Tissue Volume using Multi-Atlas Segmentation

Conference paper

Patrik Thunón, Thobias Romu, Sepher Zanjanis, Solveig Gjellan, Fredrik Nyström, Peter Lundberg, Örjan Smedby, Magnus Borga, Olof Dahlqvist Leinhard

Body Composition Volumetry by Whole-Body Water-Fat Separated MRI

Conference paper

Gunnar Läthén, Stefan Lindholm, Reiner Lenz, Magnus Borga

Evaluation of transfer function methods in direct volume rendering of the blood vessel lumen

In Proceedings from the EG VCBM 2014. Eurographics Workshop on Visual Computing for Biology and Medicine, Vienna, Austria, September 4–5, 2014

Conference paper

Rodrigo Moreno, Magnus Borga, Örjan Smedby

Techniques for Computing Fabric Tensors: A Review

In Visualization and Processing of Tensors and Higher Order Descriptors for Multi-Valued Data

Chapter in book

Hirak Kumar Patra, Nisar Ul Khaliq, Thobias Romu, Emilia Wiechec, Magnus Borga, Anthony P. F. Turner, Ashutosh Tiwari

MRI-Visual Order–Disorder Micellar Nanostructures for Smart Cancer Theranostics

In Advanced Healthcare Materials

Article in journal

2013

Linda Rattfält, Maria Lindén, Peter Hult, Per Ask, Magnus Borga

Robust Heart Beat Detector Based on Weighted Correlation and Multichannel Input: Implementation on the ECG recorded with textile electrodes

In International Journal of E-Health and Medical Communications

Article in journal

Thord Andersson, Gunnar Läthén, Reiner Lenz, Magnus Borga

Modified Gradient Search for Level Set Based Image Segmentation

In IEEE Transactions on Image Processing

Article in journal

Marianna Thomas, David Newman, Olof Dahlqvist Leinhard, Bahman Kasmai, Paul Malcolm, Magnus Borga, Andoni P. Toms

Test-retest reliability of automated whole body and compartmental muscle volume measurements on a wide bore 3T MR system

Conference paper

Olivier Cros, Magnus Borga, Elin Pauwels, Joris J. J. Dirckx, Michael Gaihede

Micro-channels in the mastoid anatomy. Indications of a separate blood supply of the air cell system mucosa by micro-CT scanning

In Hearing Research

Article in journal

Rodrigo Moreno, Thobias Romu, Olof Dahlqvist Leinhard, Magnus Borga, Ebo de Muinck

Effects of denoising in the estimation of T2* from images acquired through Dixon imaging

Conference paper

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, Sven Enerbäck

Evidence for two types of brown adipose tissue in humans

In Nature Medicine

Article in journal

Anette Karlsson, Johannes Rosander, Joakim Tallberg, Thobias Romu, Magnus Borga, Olof Dahlqvist Leinhard

Whole Body Muscle Classification using Multiple Prototype Voting

Conference paper

Mihael Gaihede, Olivier Cros, Magnus Borga, Elin Pauwels, 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

Conference paper

2012

Erik Olsson, Carl Eckerström, Gertrud Berg, Magnus Borga, Sven Ekholm, Gudmundur Johannsson, Susanne Ribbelin, Görgan Starck, Anna Wysocka, Elisabet Löfdahl, 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

In Radiation Oncology

Article in journal

Olof Dahlqvist Leinhard, Thobias Romu, Johan Kihlberg, Solveig Gjellan, Sepehr Zanjani, Örjan Smedby, Fredrik Nyström, Magnus Borga

Validation of whole-­‐body adipose tissue quantification using air displacement plethysmometry

In ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI

Conference paper

Anette Karlsson, Olof Dahlqvist Leinhard, Anna Vallin, Thobias Romu, Magnus Borga

Automated Whole Body Muscle Quantification Based on a 10 min MR-Exam

In Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2012)

Conference paper

Olof Dahlqvist Leinhard, Thobias Romu, Anette Karlsson, Magnus Borga

High resolution isotropic whole-­‐body symmetrically sampled two point Dixon acquisition imaging at 3T

In ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI

Conference paper

Anette Karlsson, Olof Dahlqvist Leinhard, Thobias Romu, Magnus Borga

Automated Whole Body Muscle Segmentation & Classification

In ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI

Conference paper

Rodrigo Moreno, Magnus Borga, Örjan Smedby

Generalizing the mean intercept length tensor for gray-level images

In Medical physics (Lancaster)

Article in journal

Thobias Romu, Louise Elander, Olof Dahlqvist Leinhard, Magnus Borga

High resolution symmetrically sampled two point Dixon imaging

In Proceedings of the ISMRM Annual Meeting

Conference paper

Thord Andersson, Thobias Romu, Bengt Norén, Mikael Forsgren, Örjan Smedby, Sven Almer, Peter Lundberg, Magnus Borga, Olof Dahlqvist Leinhard

Self-calibrated DCE MRI using Multi Scale Adaptive Normalized Averaging (MANA)

In Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2012), 2012

Conference paper

Gunnar Läthén, Stefan Lindholm, Reiner Lenz, Anders Persson, Magnus Borga

Automatic Tuning of Spatially Varying Transfer Functions for Blood Vessel Visualization

In IEEE Transactions on Visualization and Computer Graphics

Article in journal

Rodrigo Moreno, Magnus Borga, Örjan Smedby

Estimation of Trabecular Thickness in Gray-Scale Images Through Granulometric Analysis

In Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Conference paper

Thobias Romu, Olof Dahlqvist Leinhard, Peter Lundberg, Magnus Borga

Robust fat-­‐water separation of symmetrically sampled two point Dixon data

In ISMRM workshop on Fat-­‐Water Separation: Insights, Applications & Progress in MRI

Conference paper

Rodrigo Moreno, Magnus Borga, Örjan Smedby

Evaluation of the plate-rod model assumption of trabecular bone

In 9th IEEE International Symposium on Biomedical Imaging (ISBI), 2012

Conference paper

2011

Rodrigo Moreno, Magnus Borga, Örjan Smedby

Soft classification of trabeculae in trabecular bone

In Biomedical Imaging: From Nano to Macro, 2011

Conference paper

Magnus Borga, Leinhard Olof Dahlqvist, Peter Lundberg

Improvement in Magnetic Resonance Imaging Relating to Correction of Chemical Shift Artifact and Intensity Inhomogeneity

Patent

Thobias Romu, Olof Dahlqvist Leinhard, Mikael Forsgren, Sven Almer, Nils Dahlström, Stergios Kechagias, Fredrik Nyström, Örjan Smedby, Peter Lundberg, Magnus Borga

Fat Water Classification of Symmetrically Sampled Two-Point Dixon Images Using Biased Partial Volume Effects

In Proceedings of the annual meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2011), 2011.

Conference paper

Thobias Romu, Magnus Borga, Olof Dahlqvist Leinhard

MANA - Multi scale adaptive normalized averaging

In 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro

Conference paper

Rodrigo Moreno, Örjan Smedby, Magnus Borga

On the Efficiency of the Mean Intercept Length Tensor

Conference paper

2010

Gunnar Läthén, Jimmy Jonasson, Magnus Borga

Blood vessel segmentation using multi-scale quadrature filtering

In Pattern Recognition Letters

Article in journal

Olivier Cros, Michael L. Gaihede, Magnus Borga, Örjan Smedby

Mastoid structural properties determined by imaging analysis of high resolution CT-scanning

In Hearing Research

Article in journal

Olov Åstrand, Martin Carlsson, Ingela Nilsson, Torbjörn Lindström, Magnus Borga, Fredrik Nyström

Weight gain by hyperalimentation elevates C-reactive protein levels but does not affect circulating levels of adiponectin or resistin in healthy subjects

In European Journal of Endocrinology

Article in journal

Gunnar Läthén, Olivier Cros, Hans Knutsson, Magnus Borga

Non-ring Filters for Robust Detection of Linear Structures

In Proceedings of the 20th International Conference on Pattern Recognition

Conference paper

2009

Olof Dahlqvist Leinhard, Andreas Johansson, Joakim Rydell, Johan Kihlberg, Örjan Smedby, Fredrik H. Nyström, Peter Lundberg, Magnus Borga

Quantification of abdominal fat accumulation during hyperalimentation using MRI

In Proceedings of the ISMRM Annual Meeting (ISMRM'09), 2009

Conference paper

Gunnar Läthén, Thord Andersson, Reiner Lenz, Magnus Borga

Momentum Based Optimization Methods for Level Set Segmentation

In Momentum Based Optimization Methods for Level Set Segmentation

Conference paper

Styrbjörn Erlingsson, Sebastian Herard, Olof Dahlqvist Leinhard, Torbjörn Lindström, Toste Länne, Magnus Borga, Fredrik Nyström

Men develop more intraabdominal obesity and signs of the metabolic syndrome after hyperalimentation than women

In Metabolism

Article in journal

Gunnar Läthén, Thord Andersson, Reiner Lenz, Magnus Borga

Level set based segmentation using gradient descent with momentum

In SSBA 2009, Symposium on image analysis,2009

Conference paper

Thord Andersson, Gunnar Läthén, Reiner Lenz, Magnus Borga

A Fast Optimization Method for Level Set Segmentation

In Image Analysis

Conference paper

Kajsa Tibell, Hagen Spies, Magnus Borga

Fast Prototype Based Noise Reduction

In Image Analysis

Conference paper

O. Friman, Olof Dahlqvist Leinhard, Peter Lundberg, Magnus Borga

A General Method for Correction of Intensity Inhomogenity in Two Point Dixon Imaging

In Proc. Intl. Soc. Mag. Reson. Med.

Conference paper

2008

O. Friman, Olof Dahlqvist Leinhard, Peter Lundberg, Magnus Borga

A General Method for Correction of Intensity Inhomogeniety in Two Point Dixon Imaging

In Proceedings of the International Society for Magnetic Resonance in Medicine annual meeting (ISMRM'08)

Conference paper

Joakim Rydell, Andreas Johansson, Olof Dahlqvist Leinard, Hans Knutsson, Gunnar Farnebäck, Peter Lundberg, Magnus Borga

Three Dimensional Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging using Inverse Gradient

In Proceedings of the International Society for Magnetic Resonance in Medicine annual meeting (ISMRM'08)

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

Bilateral Filtering of fMRI Data

In IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

Article in journal

Gunnar Läthén, Jimmy Jonasson, Magnus Borga

Phase Based Level Set Segmentation of Blood Vessels

In Proceedings of 19th International Conference on Pattern Recognition

Conference paper

Johanna Pettersson, Karljohan Palmerius, Hans Knutsson, Ola Wahlström, Bo Tillander, Magnus Borga

Simulation of Patient Specific Cervical Hip Fracture Surgery With a Volume Haptic Interface

In IEEE Transactions on Biomedical Engineering

Article in journal

Joakim Rydell, Hans Knutsson, Andreas Johansson, Olof Dahlqvist Leinhard, Magnus Borga

MRI Phase Unwrapping with Application to Water/Fat Separation

In Proceedings of the SSBA Symposium on Image Analysis,2008

Conference paper

Joakim Rydell, Magnus Borga, Hans Knutsson

Robust Correlation Analysis with an Application to Functional MRI

In Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE

Conference paper

Olof Dahlqvist Leinhard, Andreas Johansson, Joakim Rydell, Örjan Smedby, Fredrik Nystöm, Peter Lundberg, Magnus Borga

Quantitative Abdominal Fat Estimation Using MRI

In Proceedings - International Conference on Pattern Recognition

Conference paper

C. Eckerström, E. Olsson, Magnus Borga, S. Ekholm, S. Ribbelin, S. Rolstad, G. Starck, A. Edman, A. Wallin, H. Malmgren

Small baseline volume of left hippocampus is associated with subsequent conversion of MCI into dementia: The Göteborg MCI study

In Journal of the Neurological Sciences

Article in journal

2007

Joakim Rydell, Hans Knutsson, Johanna Pettersson, Andreas Johansson, Gunnar Farnebäck, Olof Dahlqvist Leinhard, Peter Lundberg, Fredrik Nyström, Magnus Borga

Phase Sensitive Reconstruction for Water/Fat Separation in MR Imaging Using Inverse Gradient

In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007. 10th International Conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part I

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

Adaptive fMRI data filtering based in tissue and signal similarities

In Joint Annual Meeting ISMRM-ESMRMB,2007

Conference paper

Joakim Rydell, Magnus Borga, Hans Knutsson

Robust correelation analysis with an application to functional MRI

In SSBA Symposium on Image Analysis,2007

Conference paper

Johanna Pettersson, Hans Knutsson, Magnus Borga

Segmentation and registration with the Morphon method, four different applications

In Proceedings of the {SSBA} Symposium on Image Analysis,2007

Conference paper

Magnus Borga, Joakim Rydell

Signal and Anatomical Constraints in Adaptive Filtering of fMRI Data

In Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007

Conference paper

Borja Rodríguez-Vila, Johanna Pettersson, Magnus Borga, Feliciano García-Vicente, Enrique J. Gómez, Hans Knutsson

3D deformable registration for monitoring radiotherapy treatment in prostate cancer

In Image Analysis

Conference paper

2006

Joakim Rydell, Hans Knutsson, Magnus Borga

A multidimensional similarity measure for bilateral adaptive filtering of fMRI data

In SSBA Symposium on Image Analysis,2006

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

Tissue-selective adaptive filtering of fMRI data

In ESMRMB,2006

Conference paper

Johanna Pettersson, Hans Knutsson, Per Nordqvist, Magnus Borga

A hip surgery simulator based on patient specific models generated by automatic segmentation

In Medicine Meets Virtual Reality 14: Accelerating Change in Healthcare

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

Adaptive filtering of fMRI data based on correlation and BOLD response similarity

In Acoustics, Speech and Signal Processing, 2006. ICASSP 2006. Vol. 2

Conference paper

Hans Åhlfeldt, Magnus Borga, Gert Nilsson, Karin Wårdell

Linköping bör inta ledande ställning

In Östgöta Correspondenten

Article in journal

Joakim Rydell, Hans Knutsson, Magnus Borga

Rotational invariance in adaptive fMRI data analysis

In Image Processing, 2006

Conference paper

Johanna Pettersson, Hans Knutsson, Magnus Borga

Non-rigid registration for automatic fracture segmentation

In Image Processing, 2006

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

On Rotational Invariance in Adaptive Spatial Filtering of fMRI Data

In NeuroImage

Article in journal

Joakim Rydell, Hans Knutsson, Magnus Borga

Rotationally invariant adaptive filtering of fMRI data

In SSBA Symposium on Image Analysis,2006

Conference paper

Johanna Pettersson, Hans Knutsson, Magnus Borga

Automatic hip bone segmentation using non-rigid registration

In 18th International Conference on Pattern Recognition, 2006, ICPR 2006 (Volume:3 )

Conference paper

Johanna Pettersson, Hans Knutsson, Magnus Borga

Normalised convolution and morphons for non-rigid registration

In SSBA Symposium on Image Analysis,2006

Conference paper

2005

Joakim Rydell, Hans Knutsson, Magnus Borga

Correlation controlled adaptive filtering for FMRI data

In IFMBE Proceedings: NBC'05 13th Nordic Baltic Conference Biomedical Engineering and Medical Physics

Conference paper

Joakim Rydell, Hans Knutsson, Magnus Borga

fMRI Data analysis using correlation controlled adaptive filtering

In Symposium on Image Analysis SSBA,2005

Conference paper

Lisa Ridderstolpe, Hans Gill, Magnus Borga, Hans Rutberg, Hans Åhlfeldt

Canonical correlation analysis of risk factors and clinical outcomes in cardiac surgery

In Journal of medical systems

Article in journal

Joakim Rydell, Magnus Borga, Hans Knutsson

Correlation controlled bilateral filtering of fMRI data

In Proceedings of the International Society for Magnetic Resonance in MEdicine Annual Meeting (ISMRM) 2005

Conference paper

Johanna Pettersson, Magnus Borga, Mats Andersson, Hans Knutsson

Volume morphing for segmentation of bone from 3D data

In Symposium on Image Analysis SSBA,2005

Conference paper

Johanna Pettersson, Hans Knutsson, Magnus Borga

Generation of patient specific bone models from volume data using morphons

In IFMBE Proceedings

Conference paper

Andreas Wrangsjö, Magnus Borga, Hans Knutsson

Adaptive bilateral filters for denoising of digital mammography images

In Symposium on Image Analysis SSBA,2005

Conference paper

J Vikgren, Ola Friman, Magnus Borga, M Boijsen, S Gustavsson, AE Jansson, B Bake, U Tylen

Detection of mild emphysema by computed tomography density measurements

In Acta Radiologica

Article in journal

Magnus Borga

Center for medical image science and visualization (CMIV) a unique cross-disciplinary environment for medical image processing research

In Nordic Baltic Conference on Medical Engineering and Medical Physics,2005

Conference paper

2004

Andreas Wrangsjö, Magnus Borga, Hans Knutsson

A Bayesian approach to image restoration

In Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on

Conference paper

Joakim Rydell, Magnus Borga, Peter Lundberg, Hans Knutsson

Dimensionality and degrees of freedom in fMRI data analysis - a comparative study

In Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Detection and detrending in fMRI data analysis

In NeuroImage

Article in journal

Johanna Pettersson, Magnus Borga, Hans Knutsson

Some issues on the segmentation of the femur in CT data

In Proceedings of the Swedish Symposium on Image Analysis (2004)

Conference paper

Hans Knutsson, Mats Andersson, Lars Wigström, Magnus Borga, Andreas Sigfridsson

Motion artifact reduction in MRI through generalized DFT

In Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on

Conference paper

Mikael Sundberg, Magnus Borga, Hans Knutsson, Anders Johansson, Tomas Strömberg, Åke Öberg

Fibre-optic array for curvature assessment: application in otitis diagnosis

In Medical & Biological Engineering & Computing

Article in journal

Joakim Rydell, Magnus Borga, Peter Lundberg, Hans Knutsson

Dimensionality and number of parameters in adaptive filtering of fMRI data

In Proceedings of the Swedish Symposium on Image Analysis (2004)

Conference paper

2003

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Adaptive analysis of fMRI data

In NeuroImage

Article in journal

2002

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Detection of neural activity in fMRI using maximum correlation modeling

In NeuroImage

Article in journal

Magnus Borga, Ola Friman, Peter Lundberg, Hans Knutsson

Blind Source Separation of Functional MRI Data

Conference paper

Magnus Borga, Ola Friman, Peter Lundberg, Hans Knutsson

A canonical correlation approach to exploratory data analysis in fMRI

Conference paper

Ola Friman, Magnus Borga, Mikael Lundberg, Ulf Tylen, Hans Knutsson

Recognizing emphysema - A neural network approach

In Pattern Recognition, 2002. Proceedings. 16th International Conference on  (Volume:1)

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, U. Tylén, Hans Knutsson

Emphysema Detection in CT Images

Conference paper

G. Starck, Magnus Borga, M. Friberg, E. Olsson, S. Ribbelin, Hans Knutsson, S. Ekholm, H. Malmgren

Fully automatic segmentation of the Hippocampus in MR image

In ESMRMB,2002

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Exploratory fMRI analysis by autocorrelation maximization

In NeuroImage

Article in journal

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Imaging Brain Function

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Hierarchical temporal blind source separation of fMRI data

In Proceedings of the ISMRM Annual Meeting (ISMRM'02)

Conference paper

Hans Knutsson, Mats Andersson, Magnus Borga, Lars Wigström

Respiratory Arifact Reduction in MRI using Dynamic Deformation Modelling

Conference paper

2001

Magnus Borga, Mats Andersson, Hans Knutsson

Generation of representations for supervised learning - A velocity estimation example

In SCIA 2001,2001

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

Canonical correlation as a tool in functional MRI data analysis

In SSAB Symposium on Image Analysis,2001

Conference paper

Ola Friman, Jonny Cedefamn, Peter Lundberg, Magnus Borga, Hans Knutsson

Detection of neural activity in functional MRI using canonical correlation analysis

In Magnetic Resonance in Medicine

Article in journal

Björn Johansson, Magnus Borga, Hans Knutsson

Learning Corner Orientation Using Canonical Correlation

In Proceedings of the SSAB Symposium on Image Analysis

Conference paper

Ola Friman, Magnus Borga, Peter Lundberg, Hans Knutsson

A Correlation Framwork For Functional Mri Data Analysis.

In Proceedings of SCIA 2001. Bergen,2001

Conference paper

Magnus Borga, Hans Knutsson

Canonical correlation analysis in early version processing

In European Symposium on Artificial neural Networks ESANN,2001

Conference paper

Ulf Tylén, Ola Friman, Magnus Borga, Jan-Erik Angelhed

An improved algorithm for computerized detection and quantification of pulmonary emphysema at high resolution computed tomography (HRCT)

In SPIE01,2001

Conference paper

Magnus Borga, Hans Knutsson

A canonical correlation approach to blind source separation

Report

Ola Friman, Peter Lundberg, Magnus Borga, Jonny Cedefamn, Hans Knutsson

Increased detection sensitivity in fMRI by adaptive filtering.

In Proceedings iSMRM and ESMRM meeting 2001, Glasgow,2001

Conference paper

2000

Magnus Borga, Helge Malmgren, Hans Knutsson

Feature selective edge detektion

In International Conference on Pattern Recognition,2000

Conference paper

Hans Knutsson, Mats Andersson, Magnus Borga, Johan Wiklund

Automated generation of representations in vision

In International Conference on Pattern Recognition ICPR,2000

Conference paper

Magnus Borga, Hans Knutsson

Finding Efficient Nonlinear Visual Operators using Canonical Correlation Analysis

In Proceedings of the SSAB Symposium on Image Analysis

Conference paper

Magnus Borga, Helge Malmgren, Hans Knutsson

FSED - Feature Selective Edge Detection

In ICPR15

Conference paper

1999

Magnus Borga, Hans Knutsson

Estimating Multiple Depths in Semi-transparent Stereo Images

In Proceedings of the 11th Scandinavian Conference on Image Analysis

Conference paper

Hans Knutsson, Magnus Borga

Learning Visual Operators from Examples: A New Paradigm in Image Processing

In Proceedings of the 10th International Conference on Image Analysis and Processing (ICIAP'99)

Conference paper

1998

Magnus Borga, Hans Knutsson

An Adaptive Stereo Algorithm Based on Canonical Correlation Analysis

Report

Hans Knutsson, Magnus Borga, Tomas Landelius

Learning Multidimensional Signal Processing

In Proceedings of the 14th International Conference on Pattern Recognition, vol 2

Conference paper

Magnus Borga, Hans Knutsson

An Adaptive Stereo Algorithm Based on Canonical Correlation Analysis

In Proceedings of the Second IEEE International Conference on Intelligent Processing Systems

Conference paper

Hans Knutsson, Magnus Borga, Tomas Landelius

Learning Multidimensional Signal Processing

Report

Magnus Borga

Learning Multidimensional Signal Processing

Doctoral thesis, monograph

Magnus Borga, Hans Knutsson

An Adaptive Stereo Algorithm Based on Canonial Correlation Analysis

Conference paper

1997

Magnus Borga, Tomas Landelius, Hans Knutsson

A Unified Approach to PCA, PLS, MLR and CCA

Report

Magnus Borga, Hans Knutsson, Tomas Landelius

Learning Canonical Correlations

In SCIA10

Conference paper

1996

Tomas Landelius, Magnus Borga, Hans Knutsson

Reinforcement Learning Trees

Report

Hans Knutsson, Magnus Borga, Tomas Landelius

Generalized Eigenproblem for Stochastic Process Covariances

Report

1995

Hans Knutsson, Magnus Borga, Tomas Landelius

Learning Canonical Correlations

Report

Tomas Landelius, Hans Knutsson, Magnus Borga

On-Line Singular Value Decomposition of Stochastic Process Covariances

Report

Magnus Borga

Reinforcement Learning Using Local Adaptive Models

Licentiate thesis, monograph

1994

Magnus Borga, Hans Knutsson

A Binary Competition Tree for Reinforcement Learning

Report

1993

Magnus Borga

Hierarchical Reinforcement Learning

In ICANN'93 eds S. Gielen and B. Kappen

Conference paper

1992

Magnus Borga, Tomas Carlsson

A Survey of Current Techniques for Reinforcement Learning

Report

0001

Johanna Pettersson, Hans Knutsson, Helge Malmgren, Magnus Borga

Automatic segmentation of CT and MR volume data using non-rigid morphon registration

Manuscript (preprint)