Home
Arvid Lundervold's picture

Arvid Lundervold

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

More information in national current research information system (CRIStin)

PubMed

IEEE Xplore 

Google scholar

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