Joel Kullberg
Professor at Department of Surgical Sciences; Radiology; Radiological Image Analysis
- Mobile phone:
- +46 73 977 93 86
- E-mail:
- joel.kullberg@uu.se
- Visiting address:
- Dag Hammarskjölds v 14 B Floor 2
75237 Uppsala - Postal address:
- Dag Hammarskjölds v 14 B Floor 2
75237 Uppsala
- Academic merits:
- MSc Engineering Physics, Associate professor
Short presentation
I am an associate professor of Radiology. I hold a position as senior lecturer at the Department of Surgical Sciences, Section of Radiology, at Uppsala University.
My main research interests and focus span from clinical imaging, using quantitative MRI, PET and CT, via different types of automated image analysis techniques, including image registration and deep learning, to applications in cardiometabolic disease and cancer.
Keywords
- image analysis
- pet
- ct
- deep learning
- mri
- image registration
- imiomics
Research
In our research group we are currently working on many interesting projects on large-scale imaging cohorts and datasets UK Biobank, U-CAN and SCAPIS.
For more details on previous and ongoing research see my list of publications.
We often take on master thesis or MD-student projects related to our research.

Publications
Recent publications
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Part of European Journal of Radiology, 2026
- DOI for Reference values for epicardial adipose tissue: data from 27,500 CT scans in the general population and symptomatic patients
- Download full text (pdf) of Reference values for epicardial adipose tissue: data from 27,500 CT scans in the general population and symptomatic patients
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Part of Scientific Reports, 2026
- DOI for Plasma neuropilin-1 is associated with a favorable lipid profile and insulin sensitivity in a population-based sample of 50-year-old individuals
- Download full text (pdf) of Plasma neuropilin-1 is associated with a favorable lipid profile and insulin sensitivity in a population-based sample of 50-year-old individuals
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Part of Scientific Reports, 2026
- DOI for A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
- Download full text (pdf) of A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
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A method for tissue-mask supported whole-body image registration in the UK Biobank
Part of Scientific Reports, 2026
- DOI for A method for tissue-mask supported whole-body image registration in the UK Biobank
- Download full text (pdf) of A method for tissue-mask supported whole-body image registration in the UK Biobank
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Part of Journal of Internal Medicine, p. 481-501, 2026
- DOI for Prevalence and risk factors for metabolic dysfunction-associated steatotic liver disease in Sweden: Insights from the SCAPIS cohort
- Download full text (pdf) of Prevalence and risk factors for metabolic dysfunction-associated steatotic liver disease in Sweden: Insights from the SCAPIS cohort
All publications
Articles in journal
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Part of European Journal of Radiology, 2026
- DOI for Reference values for epicardial adipose tissue: data from 27,500 CT scans in the general population and symptomatic patients
- Download full text (pdf) of Reference values for epicardial adipose tissue: data from 27,500 CT scans in the general population and symptomatic patients
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Part of Scientific Reports, 2026
- DOI for Plasma neuropilin-1 is associated with a favorable lipid profile and insulin sensitivity in a population-based sample of 50-year-old individuals
- Download full text (pdf) of Plasma neuropilin-1 is associated with a favorable lipid profile and insulin sensitivity in a population-based sample of 50-year-old individuals
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Part of Scientific Reports, 2026
- DOI for A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
- Download full text (pdf) of A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
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A method for tissue-mask supported whole-body image registration in the UK Biobank
Part of Scientific Reports, 2026
- DOI for A method for tissue-mask supported whole-body image registration in the UK Biobank
- Download full text (pdf) of A method for tissue-mask supported whole-body image registration in the UK Biobank
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Part of Journal of Internal Medicine, p. 481-501, 2026
- DOI for Prevalence and risk factors for metabolic dysfunction-associated steatotic liver disease in Sweden: Insights from the SCAPIS cohort
- Download full text (pdf) of Prevalence and risk factors for metabolic dysfunction-associated steatotic liver disease in Sweden: Insights from the SCAPIS cohort
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Time-Driven Survival Analysis from FDG-PET/CT in Non-Small Cell Lung Cancer
Part of Annals of Biomedical Engineering, 2026
- DOI for Time-Driven Survival Analysis from FDG-PET/CT in Non-Small Cell Lung Cancer
- Download full text (pdf) of Time-Driven Survival Analysis from FDG-PET/CT in Non-Small Cell Lung Cancer
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Part of Communications Medicine, 2026
- DOI for Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome
- Download full text (pdf) of Interpretable predictions from whole-body FDG-PET/CT using parameters associated with clinical outcome
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Part of Abdominal radiology, p. 1116-1128, 2026
- DOI for Inclusion of tumor periphery in radiomics analysis of magnetic resonance images does not improve predictions of preoperative therapy response in patients with rectal cancer
- Download full text (pdf) of Inclusion of tumor periphery in radiomics analysis of magnetic resonance images does not improve predictions of preoperative therapy response in patients with rectal cancer
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Part of Heliyon, 2025
- DOI for Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections
- Download full text (pdf) of Whole-body tumor segmentation from FDG-PET/CT: Leveraging a segmentation prior from tissue-wise projections
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Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
Part of JHEP Reports, 2025
- DOI for Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
- Download full text (pdf) of Impact of genetic variants linked to liver fat and liver volume on MRI-mapped body composition
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Part of Nature Communications, 2025
- DOI for Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)
- Download full text (pdf) of Effects of an anti-lipogenic low-carbohydrate high polyunsaturated fat diet or a healthy Nordic diet versus usual care on liver fat and cardiometabolic disorders in type 2 diabetes or prediabetes: a randomized controlled trial (NAFLDiet)
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Part of EJNMMI Research, 2025
- DOI for Tissue-specific and whole-body insulin sensitivity by integrated imaging and hyperinsulinemic euglycemic clamp: A repeatability study in people with T2DM and overweight/obesity
- Download full text (pdf) of Tissue-specific and whole-body insulin sensitivity by integrated imaging and hyperinsulinemic euglycemic clamp: A repeatability study in people with T2DM and overweight/obesity
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Part of Diabetes, obesity and metabolism, p. 4836-4846, 2025
- DOI for Hormonal adaptations to weight loss: Responses to an oral glucose load 4 weeks after obesity surgery and low-energy diet
- Download full text (pdf) of Hormonal adaptations to weight loss: Responses to an oral glucose load 4 weeks after obesity surgery and low-energy diet
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Part of Diabetes, obesity and metabolism, p. 4836-4846, 2025
- DOI for Hormonal adaptations to weight loss: Responses to an oral glucose load 4 weeks after obesity surgery and low-energy diet
- Download full text (pdf) of Hormonal adaptations to weight loss: Responses to an oral glucose load 4 weeks after obesity surgery and low-energy diet
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Part of Liver international, 2025
- DOI for Thigh Muscles and Metabolic Dysfunction-Associated Steatotic Liver Disease: Findings From the SCAPIS/IGT-Microbiota Study
- Download full text (pdf) of Thigh Muscles and Metabolic Dysfunction-Associated Steatotic Liver Disease: Findings From the SCAPIS/IGT-Microbiota Study
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Validation of Fat Mass Metrics in Pediatric Obesity
Part of Annals of Nutrition and Metabolism, p. 12-21, 2025
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Part of BMC Medicine, 2025
- DOI for Increased weight-load improves body composition by reducing fat mass and waist circumference, and by increasing lean mass in participants with obesity: a single-centre randomised controlled trial
- Download full text (pdf) of Increased weight-load improves body composition by reducing fat mass and waist circumference, and by increasing lean mass in participants with obesity: a single-centre randomised controlled trial
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Part of Clinical Kidney Journal, 2025
- DOI for Causal effects of obesity on estimated glomerular filtration rate: a Mendelian randomization and image data analysis study
- Download full text (pdf) of Causal effects of obesity on estimated glomerular filtration rate: a Mendelian randomization and image data analysis study
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Part of Diabetologia, p. 1399-1412, 2024
- DOI for Short-term effects of obesity surgery versus low-energy diet on body composition and tissue-specific glucose uptake: a randomised clinical study using whole-body integrated 18F-FDG-PET/MRI
- Download full text (pdf) of Short-term effects of obesity surgery versus low-energy diet on body composition and tissue-specific glucose uptake: a randomised clinical study using whole-body integrated 18F-FDG-PET/MRI
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Part of Heliyon, 2024
- DOI for Improved automated tumor segmentation in whole-body 3D scans using multi-directional 2D projection-based priors
- Download full text (pdf) of Improved automated tumor segmentation in whole-body 3D scans using multi-directional 2D projection-based priors
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Part of Biomedical engineering online, 2024
- DOI for Voxel-wise body composition analysis using image registration of a three-slice CT imaging protocol: methodology and proof-of-concept studies
- Download full text (pdf) of Voxel-wise body composition analysis using image registration of a three-slice CT imaging protocol: methodology and proof-of-concept studies
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Part of Heliyon, 2024
- DOI for Spleen volume is independently associated with non-alcoholic fatty liver disease, liver volume and liver fibrosis
- Download full text (pdf) of Spleen volume is independently associated with non-alcoholic fatty liver disease, liver volume and liver fibrosis
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Part of Scientific Reports, 2024
- DOI for The interaction of genetics and physical activity in the pathogenesis of metabolic dysfunction associated liver disease
- Download full text (pdf) of The interaction of genetics and physical activity in the pathogenesis of metabolic dysfunction associated liver disease
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A detailed analysis of body composition in relation to cardiopulmonary exercise test indices.
Part of Scientific Reports, p. 21633, 2024
- DOI for A detailed analysis of body composition in relation to cardiopulmonary exercise test indices.
- Download full text (pdf) of A detailed analysis of body composition in relation to cardiopulmonary exercise test indices.
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Metabolic profiling of galectin-1 and galectin-3: a cross-sectional, multi-omics, association study
Part of International Journal of Obesity, p. 1180-1189, 2024
- DOI for Metabolic profiling of galectin-1 and galectin-3: a cross-sectional, multi-omics, association study
- Download full text (pdf) of Metabolic profiling of galectin-1 and galectin-3: a cross-sectional, multi-omics, association study
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Part of American Journal of Clinical Nutrition, p. 121-128, 2024
- DOI for Overfeeding polyunsaturated fat compared to saturated fat does not differentially influence lean tissue accumulation in overweight individuals: a randomized controlled trial
- Download full text (pdf) of Overfeeding polyunsaturated fat compared to saturated fat does not differentially influence lean tissue accumulation in overweight individuals: a randomized controlled trial
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Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.
Part of BMC Bioinformatics, 2023
- DOI for Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.
- Download full text (pdf) of Automatic segmentation of large-scale CT image datasets for detailed body composition analysis.
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Spatial mapping of tumor heterogeneity in whole-body PET-CT: a feasibility study
Part of Biomedical engineering online, 2023
- DOI for Spatial mapping of tumor heterogeneity in whole-body PET-CT: a feasibility study
- Download full text (pdf) of Spatial mapping of tumor heterogeneity in whole-body PET-CT: a feasibility study
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Part of Scientific Reports, 2023
- DOI for Mediating role of atherogenic lipoproteins in the relationship between liver fat and coronary artery calcification
- Download full text (pdf) of Mediating role of atherogenic lipoproteins in the relationship between liver fat and coronary artery calcification
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Part of Clinical Nutrition, p. 1922-1931, 2023
- DOI for Diet composition, nutrient substitutions and circulating fatty acids in relation to ectopic and visceral fat depots
- Download full text (pdf) of Diet composition, nutrient substitutions and circulating fatty acids in relation to ectopic and visceral fat depots
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A whole-body diffusion MRI normal atlas: development, evaluation and initial use
Part of Cancer Imaging, 2023
- DOI for A whole-body diffusion MRI normal atlas: development, evaluation and initial use
- Download full text (pdf) of A whole-body diffusion MRI normal atlas: development, evaluation and initial use
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Part of Cytokine, 2023
- DOI for Interleukin-33 inhibits glucose uptake in human adipocytes and its expression in adipose tissue is elevated in insulin resistance and type 2 diabetes
- Download full text (pdf) of Interleukin-33 inhibits glucose uptake in human adipocytes and its expression in adipose tissue is elevated in insulin resistance and type 2 diabetes
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An image registration method for voxel-wise analysis of whole-body oncological PET-CT
Part of Scientific Reports, 2022
- DOI for An image registration method for voxel-wise analysis of whole-body oncological PET-CT
- Download full text (pdf) of An image registration method for voxel-wise analysis of whole-body oncological PET-CT
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Part of American Journal of Epidemiology, p. 886-899, 2022
- DOI for Evaluation of the Value of Waist Circumference and Metabolomics in the Estimation of Visceral Adipose Tissue
- Download full text (pdf) of Evaluation of the Value of Waist Circumference and Metabolomics in the Estimation of Visceral Adipose Tissue
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Part of Journal of Hepatology, 2022
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Part of Frontiers in nutrition, 2022
- DOI for Intake of Ultra-Processed Food and Ectopic-, Visceral- and Other Fat Depots: A Cross-Sectional Study.
- Download full text (pdf) of Intake of Ultra-Processed Food and Ectopic-, Visceral- and Other Fat Depots: A Cross-Sectional Study.
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Part of Pediatric Obesity, 2022
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MIMIR: Deep Regression for Automated Analysis of UK Biobank MRI Scans
Part of Radiology: Artificial Intelligence, 2022
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Part of Adipocyte, p. 434-447, 2022
- DOI for ESR2 expression in subcutaneous adipose tissue is related to body fat distribution in women, and knockdown impairs preadipocyte differentiation
- Download full text (pdf) of ESR2 expression in subcutaneous adipose tissue is related to body fat distribution in women, and knockdown impairs preadipocyte differentiation
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Single Point Insulin Sensitivity Estimator in Pediatric Non-Alcoholic Fatty Liver Disease
Part of Frontiers in Endocrinology, 2022
- DOI for Single Point Insulin Sensitivity Estimator in Pediatric Non-Alcoholic Fatty Liver Disease
- Download full text (pdf) of Single Point Insulin Sensitivity Estimator in Pediatric Non-Alcoholic Fatty Liver Disease
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Determinants of hyperglucagonemia in pediatric non-alcoholic fatty liver disease
Part of Frontiers in Endocrinology, 2022
- DOI for Determinants of hyperglucagonemia in pediatric non-alcoholic fatty liver disease
- Download full text (pdf) of Determinants of hyperglucagonemia in pediatric non-alcoholic fatty liver disease
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Part of Translational Research, p. 105-121, 2022
- DOI for CDKN2C expression in adipose tissue is reduced in type II diabetes and central obesity: impact on adipocyte differentiation and lipid storage?
- Download full text (pdf) of CDKN2C expression in adipose tissue is reduced in type II diabetes and central obesity: impact on adipocyte differentiation and lipid storage?
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Part of Scientific Reports, 2022
- DOI for Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients
- Download full text (pdf) of Improved geometric accuracy of whole body diffusion-weighted imaging at 1.5T and 3T using reverse polarity gradients
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Part of Environmental Research, p. 112677, 2022
- DOI for Serum levels of perfluoroalkyl substances (PFAS) and body composition - A cross-sectional study in a middle-aged population
- Download full text (pdf) of Serum levels of perfluoroalkyl substances (PFAS) and body composition - A cross-sectional study in a middle-aged population
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Part of Cancer Imaging, 2022
- DOI for Whole body FDG PET/MR for progression free and overall survival prediction in patients with relapsed/refractory large B-cell lymphomas undergoing CAR T-cell therapy
- Download full text (pdf) of Whole body FDG PET/MR for progression free and overall survival prediction in patients with relapsed/refractory large B-cell lymphomas undergoing CAR T-cell therapy
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Part of European Journal of Pediatrics, p. 3119-3129, 2022
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Part of Cytokine: X, 2021
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Part of PLOS ONE, 2021
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Cardiovascular-related proteins and the abdominal visceral to subcutaneous adipose tissue ratio
Part of NMCD. Nutrition Metabolism and Cardiovascular Diseases, p. 532-539, 2021
- DOI for Cardiovascular-related proteins and the abdominal visceral to subcutaneous adipose tissue ratio
- Download full text (pdf) of Cardiovascular-related proteins and the abdominal visceral to subcutaneous adipose tissue ratio
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Faster dense deformable image registration by utilizing both CPU and GPU
Part of Journal of Medical Imaging, 2021
- DOI for Faster dense deformable image registration by utilizing both CPU and GPU
- Download full text (pdf) of Faster dense deformable image registration by utilizing both CPU and GPU
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Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
Part of Computerized Medical Imaging and Graphics, 2021
- DOI for Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
- Download full text (pdf) of Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
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Part of American Journal of Clinical Nutrition, p. 1743-1751, 2021
- DOI for Associations between fatty acid composition in serum cholesteryl esters and liver fat, basal fat oxidation, and resting energy expenditure: a population-based study
- Download full text (pdf) of Associations between fatty acid composition in serum cholesteryl esters and liver fat, basal fat oxidation, and resting energy expenditure: a population-based study
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PET/MRI of glucose metabolic rate, lipid content and perfusion in human brown adipose tissue
Part of Scientific Reports, 2021
- DOI for PET/MRI of glucose metabolic rate, lipid content and perfusion in human brown adipose tissue
- Download full text (pdf) of PET/MRI of glucose metabolic rate, lipid content and perfusion in human brown adipose tissue
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Part of European Journal of Endocrinology, p. 879-889, 2021
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Part of Journal of Clinical Endocrinology and Metabolism, 2021
- DOI for The Plasma Metabolomic Profile is Differently Associated with Liver Fat, Visceral Adipose Tissue, and Pancreatic Fat
- Download full text (pdf) of The Plasma Metabolomic Profile is Differently Associated with Liver Fat, Visceral Adipose Tissue, and Pancreatic Fat
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Part of Radiology, p. 559-567, 2020
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Part of Scientific Reports, 2020
- DOI for Integration of whole-body [18F]FDG PET/MRI with non-targeted metabolomics can provide new insights on tissue-specific insulin resistance in type 2 diabetes
- Download full text (pdf) of Integration of whole-body [18F]FDG PET/MRI with non-targeted metabolomics can provide new insights on tissue-specific insulin resistance in type 2 diabetes
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Comparison of four non-alcoholic fatty liver disease detection scores in a Caucasian population
Part of World Journal of Hepatology, p. 149-159, 2020
- DOI for Comparison of four non-alcoholic fatty liver disease detection scores in a Caucasian population
- Download full text (pdf) of Comparison of four non-alcoholic fatty liver disease detection scores in a Caucasian population
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Part of Frontiers in Nutrition, 2020
- DOI for Abdominal Fat and Metabolic Health Markers but Not PNPLA3 Genotype Predicts Liver Fat Accumulation in Response to Excess Intake of Energy and Saturated Fat in Healthy Individuals
- Download full text (pdf) of Abdominal Fat and Metabolic Health Markers but Not PNPLA3 Genotype Predicts Liver Fat Accumulation in Response to Excess Intake of Energy and Saturated Fat in Healthy Individuals
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Part of Schizophrenia Research, p. 226-232, 2020
- DOI for Cardiac left ventricular ejection fraction in men and women with schizophrenia on long-term antipsychotic treatment
- Download full text (pdf) of Cardiac left ventricular ejection fraction in men and women with schizophrenia on long-term antipsychotic treatment
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Part of Cardiovascular Research, p. 450-456, 2020
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Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
Part of Scientific Reports, 2020
- DOI for Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
- Download full text (pdf) of Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
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Identifying morphological indicators of aging with neural networks on large-scale whole-body MRI
Part of IEEE Transactions on Medical Imaging, p. 1430-1437, 2020
- DOI for Identifying morphological indicators of aging with neural networks on large-scale whole-body MRI
- Download full text (pdf) of Identifying morphological indicators of aging with neural networks on large-scale whole-body MRI
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Fast graph-cut based optimization for practical dense deformable registration of volume images
Part of Computerized Medical Imaging and Graphics, 2020
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Serum Ferritin Correlates With Liver Fat in Male Adolescents With Obesity.
Part of Frontiers in Endocrinology, 2020
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Multiple comparison correction methods for whole-body magnetic resonance imaging
Part of Journal of Medical Imaging, 2020
- DOI for Multiple comparison correction methods for whole-body magnetic resonance imaging
- Download full text (pdf) of Multiple comparison correction methods for whole-body magnetic resonance imaging
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Part of Scientific Reports, 2020
- DOI for Validation of automated whole-body analysis of metabolic and morphological parameters from an integrated FDG-PET/MRI acquisition
- Download full text (pdf) of Validation of automated whole-body analysis of metabolic and morphological parameters from an integrated FDG-PET/MRI acquisition
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Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
Part of Scientific Reports, 2020
- DOI for Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
- Download full text (pdf) of Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
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Part of Pediatric Obesity, 2020
- DOI for A 6-month randomized, double-blind, placebo-controlled trial of weekly exenatide in adolescents with obesity
- Download full text (pdf) of A 6-month randomized, double-blind, placebo-controlled trial of weekly exenatide in adolescents with obesity
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Part of Nutrition & Diabetes, 2019
- DOI for Energy restriction in obese women suggest linear reduction of hepatic fat content and time-dependent metabolic improvements
- Download full text (pdf) of Energy restriction in obese women suggest linear reduction of hepatic fat content and time-dependent metabolic improvements
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Part of Journal of Clinical Endocrinology and Metabolism, p. 6207-6219, 2019
- DOI for Overeating saturated fat promotes fatty liver and ceramides compared to polyunsaturated fat: a randomized trial
- Download full text (pdf) of Overeating saturated fat promotes fatty liver and ceramides compared to polyunsaturated fat: a randomized trial
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Part of Obesity, p. 982-988, 2019
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On the association between body fat and left ventricular mass
Part of Journal of Hypertension, p. 1699-1704, 2019
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Part of Pediatric Obesity, 2019
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A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
Part of Scientific Reports, 2019
- DOI for A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
- Download full text (pdf) of A whole-body FDG PET/MR atlas for multiparametric voxel-based analysis
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Part of NMCD. Nutrition Metabolism and Cardiovascular Diseases, p. 1077-1086, 2019
- DOI for Relationship between endothelium-dependent vasodilation and fat distribution using the new "imiomics" image analysis technique
- Download full text (pdf) of Relationship between endothelium-dependent vasodilation and fat distribution using the new "imiomics" image analysis technique
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Average volume reference space for large scale registration of whole-body magnetic resonance images
Part of PLOS ONE, 2019
- DOI for Average volume reference space for large scale registration of whole-body magnetic resonance images
- Download full text (pdf) of Average volume reference space for large scale registration of whole-body magnetic resonance images
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Part of Scientific Reports, 2019
- DOI for Estimating the cold-induced brown adipose tissue glucose uptake rate measured by 18F-FDG PET using infrared thermography and water-fat separated MRI
- Download full text (pdf) of Estimating the cold-induced brown adipose tissue glucose uptake rate measured by 18F-FDG PET using infrared thermography and water-fat separated MRI
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Part of Scientific Reports, 2019
- DOI for Proof of principle study of a detailed whole-body image analysis technique, "Imiomics", regarding adipose and lean tissue distribution
- Download full text (pdf) of Proof of principle study of a detailed whole-body image analysis technique, "Imiomics", regarding adipose and lean tissue distribution
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Part of Magnetic Resonance in Medicine, p. 2736-2745, 2019
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Part of Pediatric Diabetes, p. 880-891, 2019
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Part of Magnetic Resonance in Medicine, p. 1177-1186, 2019
- DOI for Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks
- Download full text (pdf) of Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks
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Part of Magnetic Resonance Imaging, p. 135-142, 2019
- DOI for MRI estimates of brown adipose tissue in children - Associations to adiposity, osteocalcin, and thigh muscle volume
- Download full text (pdf) of MRI estimates of brown adipose tissue in children - Associations to adiposity, osteocalcin, and thigh muscle volume
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Part of Diabetes Care, p. 931-937, 2019
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Part of PLOS ONE, 2018
- DOI for Non-alcoholic fatty liver disease is a strong predictor of coronary artery calcification in metabolically healthy subjects: A cross-sectional, population-based study in middle-aged subjects.
- Download full text (pdf) of Non-alcoholic fatty liver disease is a strong predictor of coronary artery calcification in metabolically healthy subjects: A cross-sectional, population-based study in middle-aged subjects.
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Part of Acta Radiologica, p. 612-618, 2018
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Water-fat separation incorporating spatial smoothing is robust to noise
Part of Magnetic Resonance Imaging, p. 78-83, 2018
- DOI for Water-fat separation incorporating spatial smoothing is robust to noise
- Download full text (pdf) of Water-fat separation incorporating spatial smoothing is robust to noise
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High DPP-4 concentrations in adolescents are associated with low intact GLP-1
Part of Journal of Clinical Endocrinology and Metabolism, p. 2958-2966, 2018
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Part of European Journal of Nuclear Medicine and Molecular Imaging, 2018
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IGF-I at Four Months Associates to Visceral and Subcutaneous Adipose Tissue at 7 Years of Age
Part of Hormone Research in Paediatrics, p. 93-93, 2018
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Part of Hormone and Metabolic Research, p. 627-639, 2018
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Part of Radiology and Oncology, p. 90-97, 2018
- DOI for MRI and 11C acetate PET/CT for prediction of regional lymph node metastasis in newly diagnosed prostate cancer
- Download full text (pdf) of MRI and 11C acetate PET/CT for prediction of regional lymph node metastasis in newly diagnosed prostate cancer
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Part of Journal of Magnetic Resonance Imaging, p. 410-417, 2018
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Part of Radiology, p. 271-278, 2018
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Part of Lipids in Health and Disease, p. 1-10, 2017
- DOI for Fatty acid composition in serum cholesterol esters and phospholipids is linked to visceral and subcutaneous adipose tissue content in elderly individuals: a cross-sectional study
- Download full text (pdf) of Fatty acid composition in serum cholesterol esters and phospholipids is linked to visceral and subcutaneous adipose tissue content in elderly individuals: a cross-sectional study
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Part of Scandinavian journal of urology, p. 107-113, 2017
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Acute caloric restriction counteracts hepatic bile acid and cholesterol deficiency in morbid obesity
Part of Journal of Internal Medicine, p. 507-517, 2017
- DOI for Acute caloric restriction counteracts hepatic bile acid and cholesterol deficiency in morbid obesity
- Download full text (pdf) of Acute caloric restriction counteracts hepatic bile acid and cholesterol deficiency in morbid obesity
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Part of Nature Genetics, p. 125-130, 2017
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Part of Clinical Physiology and Functional Imaging, p. 194-197, 2017
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Part of Scientific Reports, 2017
- DOI for Automated analysis of liver fat, muscle and adipose tissue distribution from CT suitable for large-scale studies.
- Download full text (pdf) of Automated analysis of liver fat, muscle and adipose tissue distribution from CT suitable for large-scale studies.
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Automated segmentation of human cervical-supraclavicular adipose tissue in magnetic resonance images
Part of Scientific Reports, 2017
- DOI for Automated segmentation of human cervical-supraclavicular adipose tissue in magnetic resonance images
- Download full text (pdf) of Automated segmentation of human cervical-supraclavicular adipose tissue in magnetic resonance images
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A concept for holistic whole body MRI data analysis, Imiomics
Part of PLOS ONE, 2017
- DOI for A concept for holistic whole body MRI data analysis, Imiomics
- Download full text (pdf) of A concept for holistic whole body MRI data analysis, Imiomics
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Part of Acta Paediatrica, p. 13-13, 2017
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Exenatide Once Weekly Reduces Weight, Liver Fat And 2-Hour Postprandial Glucose In Obese Adolescents
Part of Acta Paediatrica, p. 14-15, 2017
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SmartPaint: a tool for interactive segmentation of medical volume images
Part of Computer Methods In Biomechanics And Biomedical Engeineering-Imaging And Visualization, p. 36-44, 2017
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Part of Diabetologia, 2017
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Part of Annals of Oncology, 2017
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Part of Diabetologia, 2017
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Part of Pancreas, p. 358-365, 2017
- DOI for Pancreatic Fat Is Associated With Metabolic Syndrome and Visceral Fat but Not Beta-Cell Function or Body Mass Index in Pediatric Obesity
- Download full text (pdf) of Pancreatic Fat Is Associated With Metabolic Syndrome and Visceral Fat but Not Beta-Cell Function or Body Mass Index in Pediatric Obesity
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Strong and persistent effect on liver fat with a Paleolithic diet during a two-year intervention
Part of International Journal of Obesity, p. 747-753, 2016
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Resistance training enhances insulin suppression of endogenous glucose production in elderly women
Part of Journal of applied physiology, p. 633-639, 2016
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Part of Cardiovascular Diabetology, 2016
- DOI for Alterations in heart rate variability during everyday life are linked to insulin resistance. A role of dominating sympathetic over parasympathetic nerve activity?
- Download full text (pdf) of Alterations in heart rate variability during everyday life are linked to insulin resistance. A role of dominating sympathetic over parasympathetic nerve activity?
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A multicomponent T2 relaxometry algorithm for myelin water imaging of the brain
Part of Magnetic Resonance in Medicine, p. 390-402, 2016
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Part of Wiener Klinische Wochenschrift, p. 747-747, 2016
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Part of Metabolism, p. 1768-1780, 2016
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Part of Diabetologia, p. 77-86, 2016
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Part of Diabetologia, 2016
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Part of Diabetologia, 2016
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Part of Diabetologia, 2016
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Part of Nutrition & Diabetes, 2015
- DOI for NMR-based metabolic profiling in healthy individuals overfed different types of fat: links to changes in liver fat accumulation and lean tissue mass.
- Download full text (pdf) of NMR-based metabolic profiling in healthy individuals overfed different types of fat: links to changes in liver fat accumulation and lean tissue mass.
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Part of PLOS ONE, 2015
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Part of Surgery for Obesity and Related Diseases, p. 602-606, 2015
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Part of Psychiatry Research, p. 227-235, 2015
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Automated extraction and labelling of the arterial tree from whole-body MRA data
Part of Medical Image Analysis, p. 28-40, 2015
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Part of Diabetologia, 2015
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Part of Acta Paediatrica, p. 2-2, 2015
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Part of Acta Paediatrica, p. 2-3, 2015
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Part of Chemosphere, p. 42-48, 2014
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Inflammatory biomarker pentraxin 3 (PTX3) in relation to obesity, body fat depots, and weight loss
Part of Obesity, p. 1373-1379, 2014
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Canine body composition quantification using 3 tesla fat–water MRI
Part of Journal of Magnetic Resonance Imaging, p. 485-491, 2014
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Part of Frontiers in Aging Neuroscience, p. 264, 2014
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Uppsala Longitudinal Study of Childhood Obesity: Protocol Description
Part of Pediatrics, 2014
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Part of Diabetes, p. 2356-2368, 2014
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C3 And C4 Are Strongly Related To Adipose Tissue Variables And Cardiovascular Risk Factors
Part of European Journal of Clinical Investigation, p. 587-596, 2014
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Part of Journal of Neuroscience Methods, p. 97-105, 2014
- DOI for Automated interhemispheric surface extraction in T1-weighted MRI using intensity and symmetry information
- Download full text (pdf) of Automated interhemispheric surface extraction in T1-weighted MRI using intensity and symmetry information
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Part of NeuroImage, p. 355-360, 2013
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Part of Obesity, 2013
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Part of Age (Omaha), p. 1495-1505, 2013
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Part of Experimental Gerontology, p. 1443-1448, 2013
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Part of International Journal of Obesity, p. 230-236, 2013
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Association between physical activity and brain health in older adults
Part of Neurobiology of Aging, p. 83-90, 2013
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Part of Obesity, p. 1018-1024, 2013
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Part of Obesity, p. 413-418, 2013
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Bisphenol A exposure increases liver fat in juvenile fructose-fed Fischer 344 rats
Part of Toxicology, p. 125-132, 2013
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Part of Obesity, p. 765-774, 2013
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Part of American Journal of Clinical Nutrition, p. 1003-1012, 2012
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Stereology: a novel technique for rapid assessment of liver volume
Part of Insights into Imaging, p. 387-393, 2012
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Part of Diabetes Care, p. 488-494, 2012
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Part of Environmental Health, p. 21, 2012
- DOI for Serum concentrations of phthalate metabolites are related to abdominal fat distribution two years later in elderly women
- Download full text (pdf) of Serum concentrations of phthalate metabolites are related to abdominal fat distribution two years later in elderly women
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Part of Magnetic Resonance in Medicine, p. 1684-1693, 2012
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Part of Magnetic Resonance in Medicine, p. 1815-1827, 2012
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Part of Journal of Clinical Endocrinology and Metabolism, p. 1020-1031, 2012
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Part of PLOS ONE, 2011
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Part of Journal of Obesity, p. 959601, 2011
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Part of Obesity Surgery, p. 345-350, 2011
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Part of Annals of Medicine, p. 545-554, 2011
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Part of Journal of Clinical Endocrinology and Metabolism, 2011
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Two-point dixon method with flexible echo times
Part of Magnetic Resonance in Medicine, p. 994-1004, 2011
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Adipose tissue distribution in children: automated quantification using water and fat MRI
Part of Journal of Magnetic Resonance Imaging, p. 204-210, 2010
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Part of Journal of Steroid Biochemistry and Molecular Biology, p. 82-90, 2010
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Three-point Dixon method enables whole-body water and fat imaging of obese subjects
Part of Magnetic Resonance in Medicine, p. 1659-1668, 2010
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Whole-body adipose tissue analysis: Comparison of MRI, CT and dual energy X-ray absorptiometry
Part of British Journal of Radiology, p. 123-130, 2009
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Landmark-Based Software for Anatomical Measurements: A Precision Study
Part of Clinical anatomy (New York, N.Y. Print), p. 456-462, 2009
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Part of Journal of Magnetic Resonance Imaging, p. 185-193, 2009
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Part of Diabetes, obesity and metabolism, p. 516-518, 2009
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Part of Obesity Surgery, p. 1297-1304, 2008
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Part of International Journal of Obesity, p. 1806-1817, 2007
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Practical approach for estimation of subcutaneous and visceral adipose tissue
Part of Clinical Physiology and Functional Imaging, p. 148-153, 2007
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Part of Journal of Magnetic Resonance Imaging, p. 394-401, 2006
Conference papers
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Leveraging point annotations in segmentation learning with boundary loss
Part of Pattern Recognition, p. 194-210, 2025
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Part of Proceedings of 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2024), 2025
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Part of Proceedings of The 7nd International Conference on Medical Imaging with Deep Learning, p. 17-32, 2024
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Part of Medical Imaging With Deep Learning, MIDL 2024, p. 17-32, 2024
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Part of Medical Image Understanding and Analysis, p. 242-255, 2024
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Introducing spatial context in patch-based deep learning for semantic segmentation in whole body MRI
Part of Image Analysis, p. 214-228, 2023
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Recent Advances in Large Scale Whole Body MRI Image Analysis: Imiomics
Part of Proceedings of The 5th International Conference on Sustainable Information Engineering and Technology (SIET 2020), Malang, Indonesia, p. 10-15, 2020
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Large-scale Inference of Liver Fat with Neural Networks on UK Biobank Body MRI
Part of International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2020, p. 602-611, 2020
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A Toolbox for Non-parametric Deformable Registration of Volume Images
2016
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Holistic whole-body MRI image analysis
Part of Symposium of the Swedish Society for Automated Image Analysis, Uppsala, Sweden, (SSBA), 2016
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Interactive Deformation of Volume Images for Image Registration
Part of Proc. Interactive Medical Image Computing Workshop, 2015
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An interactive tool for deformable registration of volume images
Part of Symposium of the Swedish Society for Automated Image Analysis (SSBA), 2014
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Seeded Segmentation Based on Object Homogeneity
Part of Proceedings of the 21st International Conference on Pattern Recognition (ICPR), p. 21-24, 2012
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Smart Paint: A New Interactive Segmentation Method\\ Applied to MR Prostate Segmentation
Part of Prostate MR Image Segmentation Grand Challenge (PROMISE'12), a MICCAI 2012 workshop, 2012
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Signal Modeling and the Cramér-Rao Bound for Absolute Magnetic Resonance Thermometry in Fat Tissue
Part of Proc. 45th Asilomar Conference on Signals, Systems, and Computers, p. 80-84, 2011