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Arvid Lundervold

Professor, medical information technology (BSc, MD, PhD)
The Department of Biomedicine
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  • E-mailArvid.Lundervold@uib.no
  • Phone+47 55 58 63 53
  • Visitor Address
    7th floor BBB / arvid.lundervold@gmail.com / +47 91561824
    Bergen
  • Postal Address
    Postboks 7804
    5020 Bergen

GitHub repository

GitHub homepage

MMIV-ML homepage 

Academic article
  • 2021. Automated segmentation of endometrial cancer on MR images using deep learning. Scientific Reports.
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  • 2020. Study protocol of the Bergen brain-gut-microbiota-axis study: A prospective case-report characterization and dietary intervention study to evaluate the effects of microbiota alterations on cognition and anatomical and functional brain connectivity in patients with irritable bowel syndrome. Medicine. 1-8.
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  • 2020. Sequential bortezomib and temozolomide treatment promotes immunological responses in glioblastoma patients with positive clinical outcomes: A phase 1B study. Immunity,Inflammation and Disease.
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  • 2020. Magnetic resonance radiomics for prediction of extraprostatic extension in non-favorable intermediate- and high-risk prostate cancer patients. Acta Radiologica. 1-10.
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  • 2020. A multi-layer perceptron network for perfusion parameter estimation in DCE-MRI studies of the healthy kidney. Applied Sciences. 1-22.
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  • 2020. 2D and 3D U-Nets for skull stripping in a large and heterogeneous set of head MRI using fastai. NOKOBIT - Norsk konferanse for organisasjoners bruk av informasjonsteknologi. 12 pages.
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  • 2019. Longitudinal stability of the brain functional connectome is associated with episodic memory performance in aging. Human Brain Mapping. 697-709.
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  • 2019. Lateral ventricle volume trajectories predict response inhibition in older age-A longitudinal brain imaging and machine learning approach. PLOS ONE.
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  • 2019. Common brain disorders are associated with heritable patterns of apparent aging of the brain. Nature Neuroscience. 1617-1623.
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  • 2019. Association of copy number variation of the 15q11.2 BP1-BP2 region with cortical and subcortical morphology and cognition. JAMA psychiatry. 11 pages.
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  • 2019. A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model. PLoS Computational Biology. 1-31.
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  • 2018. Preoperative tumor texture analysis on MRI predicts high-risk disease and reduced survival in endometrial cancer. Journal of Magnetic Resonance Imaging. 1637-1647.
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  • 2018. Numerical simulation of the b-SSFP sequence in MR perfusion-weighted imaging of the kidney. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 292-297.
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  • 2018. Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate. Computerized Medical Imaging and Graphics. 24-30.
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  • 2018. In vivo detection of chronic kidney disease using tissue deformation fields from dynamic MR imaging. IEEE Transactions on Biomedical Engineering. 1779-1790.
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  • 2018. Estimating the discretization dependent accuracy of perfusion in coupled capillary flow measurements. PLOS ONE. 1-16.
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  • 2018. Dictionary-based through-plane interpolation of prostate cancer T2-weighted MR images. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 168-173.
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  • 2018. CRF-Based clustering of pharmacokinetic curves from dynamic contrast-enhanced MR images. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 174-179.
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  • 2018. Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes. Molecular Psychiatry. 1-13.
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  • 2018. Automated determination of arterial input function in DCE-MR images of the kidney. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 280-285.
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  • 2018. An overview of deep learning in medical imaging focusing on MRI. Zeitschrift für Medizinische Physik. 1-26.
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  • 2018. An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 286-291.
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  • 2017. Workflow sensitivity of post-processing methods in renal DCE-MRI. Magnetic Resonance Imaging. 60-68.
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  • 2017. Towards multi-scale personalized modeling of brain vasculature based on magnetic resonance image processing. International Conference on Systems, Signals, and Image Processing. 1-5.
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  • 2017. Semi-automatic 3D morphological reconstruction of neurons with densely branching morphology: Application to retinal AII amacrine cells imaged with multi-photon excitation microscopy. Journal of Neuroscience Methods. 101-118.
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  • 2017. Rule-based data-driven approach for computer aided diagnosis of the peripheral zone prostate cancer from multiparametric MRI: Proof of concept. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 90-95.
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  • 2017. Reconstruction of high-resolution T2W MR images of the prostate using maximum a posteriori approach and Markov random field regularization. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 96-99.
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  • 2017. Inattention in primary school is not good for your future school achievement — A pattern classification study. PLOS ONE. 1-15.
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  • 2016. Texture analysis of 2D spatial distribution of blood pharmacokinetic model parameters for endometrial carcinoma classification. Signal Processing - Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, SPA. 91-96.
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  • 2016. Quantifcation of single-kidney function and volume in living kidney donors using dynamic contrast-enhanced MRI. American Journal of Roentgenology. 1022-1030.
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  • 2016. Physical models for simulation and reconstruction of human tissue deformation fields in dynamic MRI. IEEE Transactions on Biomedical Engineering. 2200-2210.
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  • 2016. Dynamic contrast-enhanced MRI measurement of renal function in healthy participants. Acta Radiologica. 748-757.
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  • 2015. Use of 3D DCE-MRI for the estimation of renal perfusion and glomerular filtration rate: An intrasubject comparison of FLASH and KWIC with a comprehensive framework for evaluation. American Journal of Roentgenology. W273-W281.
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  • 2015. High-expanding cortical regions in human development and evolution are related to higher intellectual abilities. Cerebral Cortex. 26-34.
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  • 2015. Fractional anisotropy shows differential reduction in frontal-subcortical fiber bundles - A longitudinal MRI study of 76 middle-aged and older adults. Frontiers in Aging Neuroscience.
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  • 2014. Segmentation-driven image registration-application to 4D DCE-MRI recordings of the moving kidneys. IEEE Transactions on Image Processing. 2392-2404.
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  • 2014. Salient measures of inhibition and switching are associated with frontal lobe gray matter volume in healthy middle-aged and older adults. Neuropsychology. 859-869.
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  • 2014. Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness. NeuroImage: Clinical. 115-125.
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  • 2014. Post-adolescent developmental changes in cortical complexity. Behavioral and Brain Functions.
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  • 2014. Normalized gradient fields for nonlinear motion correction of DCE-MRI time series. Computerized Medical Imaging and Graphics. 202-210.
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  • 2014. Normalized gradient fields and mutual information for motion correction of DCE-MRI images. Image and Signal Processing and Analysis. 202-210.
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  • 2014. Molecular genetic evidence for overlap between general cognitive ability and risk for schizophrenia: A report from the Cognitive Genomics consorTium (COGENT). Molecular Psychiatry. 168-174.
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  • 2014. Interactive visual analysis of heterogeneous cohort-study data. IEEE Computer Graphics and Applications. 70-82.
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  • 2013. White matter fiber tracking directed by interpolating splines and a methodological framework for evaluation. Frontiers in Neuroinformatics.
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  • 2013. Registration of FA and T1-weighted MRI data of healthy human brain based on template matching and normalized cross-correlation. Journal of digital imaging. 774-785.
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  • 2013. Local/non-local regularized image segmentation using graph-cuts. International Journal of Computer Assisted Radiology and Surgery. 1073-1084.
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  • 2013. General fluid-type intelligence is related to indices of white matter structure in middle-aged and old adults. NeuroImage. 372-383.
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  • 2013. Deep gray matter demyelination detected by magnetization transfer ratio in the cuprizone model. PLOS ONE.
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  • 2013. CellSegm - a software tool for high-throughput 3D cell segmentation. Source Code for Biology and Medicine.
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  • 2013. CellSegm - a MATLAB toolbox for high-throughput 3D cell segmentation. Source Code for Biology and Medicine.
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  • 2013. Automated tracking of nanoparticle-labeled melanoma cells improves the predictive power of a brain metastasis model. Cancer Research. 2445-2456.
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  • 2013. A variational approach to image registration in dynamic contrast-enhanced MRI of the human kidney. Magnetic Resonance Imaging. 771-777.
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  • 2012. Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers. Computerized Medical Imaging and Graphics. 108-118.
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  • 2012. Representative factor generation for the interactive visual analysis of high-dimensional data. IEEE Transactions on Visualization and Computer Graphics. 2621-2630.
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  • 2012. Episodic memory of APOE epsilon 4 carriers is correlated with fractional anisotropy, but not cortical thickness, in the medial temporal lobe. NeuroImage. 507-516.
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  • 2012. Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging. Computer Methods and Programs in Biomedicine. 328-341.
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  • 2012. 3D image texture analysis of simulated and real-world vascular trees. Computer Methods and Programs in Biomedicine. 140-154.
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  • 2011. Increased hippocampal default mode synchronization during rest in middle-aged and elderly APOE ε4-carriers: relationships with memory performance. Journal of Neuroscience. 7775-7783.
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  • 2011. In vivo estimation of glomerular filtration in the kidney using DCE-MRI. Image and Signal Processing and Analysis. 755-61.
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  • 2011. Cortico-striatal connectivity and cognition in normal aging: A combined DTI and resting state fMRI study. NeuroImage. 24-31.
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  • 2010. Subcortical functional connectivity and verbal episodic memory in healthy elderly--a resting state fMRI study. NeuroImage. 379-388.
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  • 2010. Semi-automated segmentation of the sigmoid and descending colon for radiotherapy planning using the Fast-Marching method. Physics in Medicine and Biology. 5569-5584.
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  • 2009. Shape-adaptive DCT for denoising of 3D scalar and tensor valued images. Journal of digital imaging. 297-308.
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  • 2009. Quantitative assessment of kidney function using dynamic contrast enhanced MRI – Steps towards an integrated software prototype. Image and Signal Processing and Analysis. 575-581.
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  • 2009. Hippocampal volumes are important predictors for memory function in elderly women. BMC Medical Imaging.
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  • 2009. Evaluation of automated brain MR image segmentation and volumetry methods. Human Brain Mapping. 1310-1327.
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  • 2009. Correlations between measures of executive attention and cortical thickness of left posterior middle frontal gyrus - a dichotic listening study. Behavioral and Brain Functions.
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  • 2009. Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. Zeitschrift für Medizinische Physik. 98-107.
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  • 2009. Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. Zeitschrift für Medizinische Physik. 98-107.
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  • 2009. Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses. Computerized Medical Imaging and Graphics. 171-181.
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  • 2009. A unified framework for automated 3-D segmentation of surface-stained living cells and a comprehensive segmentation evaluation. IEEE Transactions on Medical Imaging. 720-738.
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  • 2008. Shape-Adaptive DCT for Denoising of 3D Scalar and Tensor Valued Images. Journal of digital imaging.
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  • 2008. Sex-differences in grey-white matter structure in normal-reading and dyslexic adolescents. Neuroscience Letters. 80-84.
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  • 2008. Left hemisphere lateralisation of auditory hallucinations in schizophrenia: A dichotic listening study. Cognitive Neuropsychiatry. 166-179.
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  • 2008. Genetic Analyses of Dopamine Related Genes in Adult ADHD Patients Suggest an Association With the DRD5-Microsatellite Repeat, But Not With DRD4 or SLC6A3 VNTRs. American Journal of Medical Genetics. 1470-1475.
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  • 2008. Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia. Computerized Medical Imaging and Graphics. 150-158.
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  • 2007. Functional brain asymmetry, attentional modulation, and interhemispheric transfer in boys with Tourette syndrome. Neuropsychologia. 767-774.
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  • 2007. Exploring spatial nonlinearity using additive approximation. Bernoulli. 447-472.
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  • 2006. The functional and structural significance of the frontal shift in the old/new ERP effect. Brain Research.
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  • 2006. The functional and structural significance of the frontal shift in the old/new ERP effect. Brain Research. 156-170.
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  • 2006. Selective increase of cortical thickness in high-performing elderly - structural indices of optimal cognitive aging. NeuroImage. 984-994.
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  • 2006. Reduced white matter connectivity in the Corpus Callosum of children with Tourette syndrome. Journal of Child Psychology and Psychiatry. 1013-1022.
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  • 2006. NG2 expression regulates vascular morphology and function in human brain tumours. NeuroImage. 965-976.
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  • 2006. Interactive effects of APOE and CHRNA4 on attention and white matter volume in healthy middle-aged and older adults. Cognitive, Affective, & Behavioral Neuroscience. 31-43.
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  • 2006. Frontoparietal activation during delayed visuospatial recall in patients with epilepsy due to hippocampal sclerosis. Epilepsy & Behavior. 565-574.
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  • 2006. Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. Lecture Notes in Computer Science (LNCS). 268-275.
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  • 2006. Automated detection of tunneling nanotubes in 3D images. Cytometry. 961-972.
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  • 2005. NG2 expression regulates vascular morphology and function in human brain tumours. NeuroImage. 965-976.
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  • 2005. Effects of age on volumes of cortex, white matter and subcortical structures. Neurobiology of Aging. 1261-1270.
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  • 2005. Cortical volume and speed-of-processing are complementary in prediction of performance intelligence. Neuropsychologia. 704-713.
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  • 2005. Age does not increase rate of forgetting over weeks - Neuro anatomical volumes and visual memory across the adult life-span. Journal of the International Neuropsychological Society. 2-15.
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  • 2004. Size does matter in the long run: hippocampal and cortical volume predict recall across weeks. Neurology. 1193-1197.
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  • 2003. Significant relation between MR measures of planum temporale area and syllable perception in dyslexic children. Neuropsychologia. 666-675.
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  • 2003. Noise removal using fourth-order partial differential equation with application to medical magnetic resonance images in space and time. IEEE Transactions on Image Processing. 1579-1590.
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  • 2003. Imaging of experimental rat gliomas using a clinical MR scanner. Journal of Neuro-Oncology. 225-231.
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  • 2002. Less developed corpus callosum in dyslexic subjects - a structural MRI study. Neuropsychologia. 1035-1044.
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  • 2002. A multivariate classification study of attentional orienting in patients with right hemisphere lesions. Neuropsychiatry, Neuropsychology and Behavioral Neurology. 232-246.
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  • 2002. A Multivariate Classification Study of Attentional Orienting in Patients with Right Hemisphere Lesions. Neuropsychiatry, Neuropsychology and Behavioral Neurology. 232-246.
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  • 2002. "Normalization" of brain activation in schizophrenia. An fMRI study. Schizophrenia Research. 333-335.
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  • 2001. Honig's model of working memory and brain activation: an fMRI study. NeuroReport. 4047-4054.
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  • 2001. Different brain areas activated during imagery of painful and non-painful "finger movements" in a subject with an amputated arm. Neurocase. 255-260.
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  • 2001. Common pathways in mental imagery and pain perception: An fMRI study of a subject with an amputated arm. Scandinavian Journal of Psychology. 269-275.
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  • 2000. Volume distribution of cerebrospinal fluid using multispectral MR imaging. Medical Image Analysis. 123-136.
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  • 2000. Planum temporale, planum parietale and dichotic listening in dyslexia. Neuropsychologia. 1704-1713.
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  • 2000. Arbeidshukommelse ved schizofreni. En fMRI undersøkelse av nevronale korrelat. Nordisk Psykologi: teori, forskning, praksis. 277-293.
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  • 2000. A functional magnetic resonance imaging (fMRI) study of sex differences in a mental rotation task. Medical Science Monitor. 1186-1197.
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  • 1995. Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images. IEEE Transactions on Medical Imaging. 339-349.
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  • 1995. Segmentation and visualization of brain lesions in multispectral magnetic resonance images. Computerized Medical Imaging and Graphics. 171-173.
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  • 1994. Visual assessment of intra ventricular flow from colour M-mode Doppler images. The International Journal of Cardiac Imaging. 279-287.
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  • 1994. Multispectral Analysis of the Brain Using Magnetic Resonance Imaging. IEEE Transactions on Medical Imaging. 470-481.
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  • 1993. Segmentation of brain parenchyma and CSF in multispectral MR images of the head. Ukjent.
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  • 1993. Robust spike detection in paperless EEG. Ukjent.
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  • 1993. A computer-based system for time series analysis of long-term seizure diaries from patients with epilepsy. Ukjent.
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  • 1992. Multispectral Analysis of Uterine Corpus Tumors in Magnetic Resonance Imaging. Mag Res Med. 55-76.
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Popular scientific lecture
  • 2001. Inspeksjon av den levende hjerne.
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Academic lecture
  • 2018. Longitudinal stability of the brain functional connectome is associated with episodic memory performance.
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  • 2018. Fast estimation of kidney volumes and time courses in DCE-MRI using convolutional neural networks.
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  • 2015. Reproducibility and agreement in quantification of renal function using 1.5-T DCE-MRI.
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  • 2015. Preoperative tumor texture at MRI predicts deep myometrial invasion and non-endometrioid subtype in endometrial carcinomas.
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  • 2013. Normalized gradient fields and mutual information for motion correction of DCE-MRI images.
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  • 2011. In vivo estimation of glomerular filtration in the kidney using DCE-MRI.
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  • 2009. Quantitative assessment of kidney function using dynamic contrast enhanced MRI – Steps towards an integrated software prototype.
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  • 2008. A phantom model for testing registration in kidney perfusion analysis.
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  • 2007. Towards Automatically Assessment of Kidney Volume from 3D DCE-MRI Time Courses using Active Contours.
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  • 2007. Motion correction of contrast-enhanced MRI Time Series of Kidney.
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  • 2007. Hippocampal volume and delayed recall performance in older adults.
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  • 2007. Assessment of Renal Function from 3D Dynamic Contrast Enhanced MR images using Independent Component Analysis.
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  • 2006. Information processing in older age: the influence of individual variability on a Dichotic listening with forced attention paradigm.
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  • 2005. Vascular model generation – physiological and methodological aspects.
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  • 2005. Tissue-specific quantification of perfusion parameters and measures of cognitive function in a sample of patients from a memory clinic.
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  • 2005. Tissue-specific quantification of perfusion parameters and measures of cognitive function in a sample of patients from a memory clinic.
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  • 2005. The use of MATLAB together with Mazda in texture analysis.
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  • 2004. Diffusion tensor imaging.
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  • 2003. Multi-dimensional measures of ERP's as part of the neuropsychological assessment.
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  • 2003. MR diffusion tensor imaging of the brain – a link to quantum computing?
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  • 2003. Discrete event simulation and rodent navigaton.
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  • 2003. Discrete event simulation and rodent navigation.
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  • 2003. Diffusion tensor magnetic resonance imaging of the human brain.
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  • 2003. DIagnosing and differentiation early dementia by using MRI.
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  • 2003. Can Diffusion Tensor Imaging represent a valuable tool in patients with Tourette syndrome?
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  • 2002. Numerical estimation of brain perfusion.
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  • 2002. Noise removal using fourth-order partial differential equations with applications to medical magnetic resonance images in space and time.
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  • 2002. MRI techniques and image analysis in dementia research.
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  • 2002. MR image segmentation and related topics.
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  • 2002. Kartlegging av prosesser i hjernen ved bruk av kjernespinn og magnettomografi.
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  • 2002. Formation and analysis of medical MR images.
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  • 2002. Assessment of vascular volume fraction and blood-tissue permeability in NG2 transfected gliomas using dynamic Gd-DTPA enhanced T1-weighted MRI.
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  • 2001. The role of diffusion and perfusion imaging in tissue characterization.
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  • 2001. Tekstur i MR-bilder.
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  • 2001. Noise removal with tissue boundary preservation using fourth-order partial diffrenetial equations.
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  • 2001. Noise removal with tissue boundary preservation using fourth-order partial differential equations.
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  • 2001. Noise removal with tissue boundary preservation.
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  • 2001. Multicentre trial: Glioblastoma texture evaluation.
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  • 2001. Image texture feature maps.
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  • 2001. Honig's model of working memory and brain activation: An fMRI study.
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  • 2001. Feature maps.
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  • 2000. Inspeksjon av den levende hjernes struktur og funksjon.
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  • 1998. Bayesian tissue segmentation with outlier detection, parameter updating, and signal inhomogeneity correction.
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  • 1998. Bayesian tissue segmentation with outlier detection, parameter updating and signal inhomogeneity correction.
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  • 1998. Advances in medical imaging.
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  • 1997. Investigation of a cystic brain lesion using multispectral 3D MRI, tissue classification, and rendering before and after neurosurgery.
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  • 1997. Investigation of a cystic brain lesion using multispectral 3D MRI, tissue classification, and rendering before and after neurosurgery.
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  • 1997. Integrated PC-based instrumentation system for MR sequence-controlled stimulation in fMRI experiments: application with auditory stimulation.
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  • 1995. Cerebrospinal fluid quantification and visulization using 3D multispectral magnetic resonance images.
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  • 1992. Gjenkjenning av flytmønstre fra Doppler ultralyd bilder.
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Doctoral dissertation
  • 2016. Towards clinical application of renal dynamic contrast-enhanced MRI: Optimization of technical performance and evaluation of clinical feasibility .
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  • 2011. Virtual Source Modelling of Photon Beams for Monte Carlo based Radiation Therapy Treatment Planning.
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  • 1995. Multispectral analysis, classification and quantification in medical magnetic resonance imaging (dr.med.).
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Academic chapter/article/Conference paper
  • 2013. Hypothesis generation by interactive visual exploration of heterogeneous medical data. 12 pages.
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  • 2010. Automated workflow for spatial alignment of multimodal MR image acquisitions in a longitudinal study of cognitive aging. 6 pages.
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  • 2009. Visual analysis of cerebral perfusion data - four interactive approaches and a comparison. 8 pages.
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  • 2008. Hierarchical Volume Visualization of Brain Anatomy. 10 pages.
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  • 2007. Executive function and white matter integrity in older adults. 1 pages.
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  • 2006. Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. 8 pages.
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  • 2005. Generating a Synthetic Diffusion Tensor Dataset. 5 pages.
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  • 2003. The effect of attention on information transfer across the corpus callosum. 14 pages.
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Abstract
  • 2013. Evaluation of the conformity of renal functional parameters and image quality in different 1.5 MRI techniques for dynamic contrast-enhanced (DCE) MRI and diffusion-weighted MRI (DWI). Acta Radiologica. 16-16.
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  • 2013. Combined motion correction and segmentation of DCE-MRI kidney data. Acta Radiologica. 7-8.
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  • 2006. Towards quantification of kidney function by clustering volumetric MRI perfusion time series. Magnetic Resonance Materials in Physics, Biology and Medicine. 103-104.
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  • 2006. Motion correction in dynamic DCE-MRI studies for the evaluation of the renal function. Magnetic Resonance Materials in Physics, Biology and Medicine. 106-107.
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Poster
  • 2011. Segmentation and reconstruction of neurons for simulation of signal transmission.
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  • 2011. Normalized gradient fields for multimodal image registration between DT-MRI and 3D T1-weighted MRI.
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  • 2010. Is cognitive switching and inhibition performance on the D-KEFS Color Word Interference Test predicted by frontal lobe volume in older age?
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  • 2010. Brain morphometry and white matter integrity changes in prefrotnal cortex during aging - repeated mulitmodal MRI imaging in 109 healthy subjects.
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  • 2009. MRI kidney - Quantitative assessment of kidney function using DCE-MRI.
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  • 2009. Integrated software prototype for medical image processing.
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  • 2009. Integrated software prototype for medical image processing.
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  • 2008. MR measures of brain volume and cortical irregularities in schizophrenia and dyslexia.
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  • 2008. Flow Quantification from 2D Phase Contrast MRI in Renal Arteries using Clustering.
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  • 2008. Attention control and cortical thickness in old age: A dichotic listening study.
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  • 2007. Towards the validation of a new technique for the analysis of MR brain images - the fractal dimension.
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  • 2007. Assessment of Renal Function from Motion-Corrected 3D DCE-MRI using Clustering and Independant Componant Analysis.
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  • 2007. Analysing the fractal dimension of the brain from MR images: a powerful technique for revealing brain microstructure properties.
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  • 2007. A neuropsychological and MRI study of response competition and goal maintenance in older age.
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  • 2004. The contribution of MRI in understanding early signs of dementia - a neuropsychological perspective.
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  • 2002. Numerical estimation of the BOLD response in event-related fMRI.
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  • 2000. Brain activation in schizophrenic and healthy subjects during a working memory task: An fMRI-study.
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Academic literature review
  • 2012. Assessment of Kidney Volumes From MRI: Acquisition and Segmentation Techniques. 1060-1069.
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Medical Student Research Thesis
  • 2011. Increased hippocampal default mode synchronization during rest in middle-aged and elderly APOE 4-carriers: relationships with memory performance.
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Article in business/trade/industry journal
  • 1990. Noise reduction of cardiac ultrasound images using a quantum field model. Ukjent.
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Current research interests are in the fields of medical image processing and pattern recognition; multimodal and functional imaging (in brain, kidney and in oncology); image segmentation; image registration; longitudinal imaging; imaging-based biomarkers; mathematical and statistical modeling including machine learning.  Lundervold has been programming in C and later MATLAB, R, and PYTHON/Jupyter Notebooks (on a weekly basis) for  the last 25 years.

Research groups