CV  (May, 2024)

Medical AI, Mohn Medical Imaging and Visualization Centre (MMIV)

Medical AI (MMIV-ML) GitHub

Computational medicine GitHub

Neuroinformatics and image analysis (outdated/historical)

OERCompBiomed

Brain-Gut-Microbiota Interaction in IBS

Brain and Consciousness

Portrait - interview with MedViz June 2016

GitHub repository

GitHub homepage

MMIV-ML homepage 

• ELMED219 (Artificial intelligence and computational medicine) GitHub: Spring 2023, 2022,  2021,  2020,  2019
• BMED340 (Cellular and molecular neuroscience)
• BMED350 (Circulatory physiology)
• BMED360 (In vivo imaging and physiological modeling). GitHub: Spring 2021, 2020
• BMED365 (Computational imaging, modeling and AI in biomedicine)
• MED3 (Neurobiology) [medical school]
• Seili-2020 NordBioMedNet Summer school (Computational Biomedicine - Imaging, machine learning and precision medicine - GitHub)
• ELMED223 (Innovation and entrepreneurship) Lecture on AI and CompMed 28.01.21

Poster

• van der Meer, Dennis; Beck, Dani; Askeland-Gjerde, Daniel E. et al. (2024). Distinct longitudinal brain white matter microstructure changes and associated polygenic risk of common psychiatric disorders and Alzheimer’s disease in the UK Biobank. . (external link)
• van der Meer, Dennis; Beck, Dani; de Lange, Ann-Marie Glasø et al. (2024). Brain asymmetries from mid-to late life and hemispheric brain age. (external link)
• Korbmacher, Max; de Lange, Ann-Marie Glasø; van der Meer, Dennis et al. (2023). Fornix and forceps are key regions of white matter brain age. (external link)
• Korbmacher, Max; de Lange, Ann-Marie Glasø; van der Meer, Dennis et al. (2023). Regional grey and white matter asymmetry decreases at higher ages. (external link)
• Korbmacher, Max; Gurholt, Tiril Pedersen; de Lange, Ann-Marie Glasø et al. (2023). White matter microstructure is predictive of cardiometabolic health. (external link)
• Korbmacher, Max; Gurholt, Tiril Pedersen; de Lange, Ann-Marie Glasø et al. (2023). Brain age estimates from different white matter microstructure features associate concordantly with bio-psycho-social factors.. (external link)
• Teig, Erica; Hillestad, Eline; Brønstad, Ingeborg et al. (2023). Bergen BrainGut study: Assessment of Gut Integrity Markers and Tight Junction Proteins and their Changes Following a 12-week Strict Low FODMAP Diet in Patients with Irritable Bowel Syndrome. (external link)
• Hillestad, Eline; Teig, Erica; Steinsvik, Elisabeth Kjelsvik et al. (2023). Nutritional adequacy and biochemical status after a 12-week strict low FODMAP diet in patients with irritable bowel syndrome . (external link)
• Billing, Julie Eirin; Jacobsen, Birgitte Berentsen; Lundervold, Arvid et al. (2023). Cognitive function in patients with irritable bowel syndrome: impairment is common and only weakly correlated with depression/anxiety and severity of gastrointestinal symptoms. (external link)
• Teig, Erica; Hillestad, Eline; Brønstad, Ingeborg et al. (2023). BERGEN BRAINGUT STUDY: CHANGES IN GUT INTEGRITY MARKERS AND TIGHT JUNCTION PROTEINS IN PATIENTS WITH IRRITABLE BOWEL SYNDROME FOLLOWING A 12-WEEK STRICT LOW FODMAP DIET . (external link)
• Randulff Hillestad, Eline Margrethe; Teige, Erica Sande; Steinsvik, Elisabeth Kjelsvik et al. (2023). Nutritional adequacy and biochemical status after a 12-week strict low FODMAP diet in patients with irritable bowel syndrome . (external link)
• Teig, Erica; Hillestad, Eline; Bronstad, Ingeborg et al. (2023). Bergen Braingut Study: Changes in Functional Bacterial Profile and Dysbiosis in Patients with IBS Following a Strict 12-Week Low Fodmap Diet . (external link)
• Korbmacher, Max; Glasø de Lange, An-Marie; Eikefjord, Eli Nina et al. (2022). Brain-wide associations between white matter and age: fornix microstructure drives brain age. (external link)
• Teige, Erica Sande; Hillestad, EM; Steinsvik, Elisabeth Kjelsvik et al. (2022). Bergen Braingut Study: Relations between fecal microbiota profile and its metabolites (short-chain fatty acids) and symptoms in irritable bowel syndrome. (external link)
• Berentsen, Birgitte; Bharath, HN; Lundervold, Astrid et al. (2019). Brain-Gut-Microbiota Interaction in Irritable Bowel Syndrome: A Multidimensional Approach . (external link)
• Smit, Noeska Natasja; Bruckner, Stefan; Hauser, Helwig et al. (2018). Research Agenda of the Mohn Medical Imaging and Visualization Centre in Bergen, Norway. (external link)
• Lundervold, Alexander Selvikvåg; Rørvik, Jarle; Lundervold, Arvid (2017). Fast semi-supervised segmentation of the kidneys in DCE-MRI using convolutional neural networks and transfer learning. (external link)
• Lundervold, Arvid; Valestrand, Eivind Alexander; Lundervold, Alexander Selvikvåg et al. (2017). Predicting irritable bowel syndrome (IBS) from brain MR imaging data using machine learning. (external link)
• Le Cornec, Kergann; Verdier, Olivier; Lundervold, Alexander Selvikvåg et al. (2016). Python-based software for medical imaging and machine learning - an example from brain imaging in IBS. (external link)
• Losnegård, Are; Lundervold, Arvid; Hodneland, Erlend et al. (2014). Registration of multiparametric MRI and whole-Mount sections prostate. (external link)
• Haász, Judit; Lundervold, Arvid; Espeseth, Thomas et al. (2014). Longitudinal changes in visual working memory performance and frontoparietal intrinsic connectivity network synchronization non-cortical stroke. (external link)
• Eikefjord, Eli; Andersen, Erling; Monssen, Jan Anker et al. (2014). Quantification of glomerular filtration rate (GFR) using a modelbased MR renography technique provides good agreement with IohexolGFR and eGFR in 20 healthy subjects. . (external link)
• Hanson, Erik Andreas; Hodneland, Erlend; Zanna, Antonella et al. (2014). Poroelastic regularization of image registration. (external link)
• Tekie, Kiniena; Valestrand, Eivind Alexander; Hausken, Trygve et al. (2014). Brain Diffusion Tensor Magnetic Resonance Imaging on Irritable Bowel Patients . (external link)
• Losnegård, Are; Lundervold, Arvid; Hodneland, Erlend et al. (2014). Registration of multiparametric MRI and whole-mount sections of the prostate. (external link)
• Eikefjord, Eli Bjøvad; Andersen, Erling; Monssen, Jan Anker et al. (2014). 3D dynamic contrast-enhanced (DCE) MR renography; Evaluation of image quality and estimation of GFR comparing Kwic and Flash sequences. (external link)
• Vik, Alexandra; Hodneland, Erlend; Haász, Judit et al. (2011). White matter integrity changes in frontally projecting fibers –A MRI study of healthy aging. (external link)
• Vik, Alexandra; Hodneland, Erlend; Haász, Judit et al. (2011). White matter integrity changes in healthy aging – a longitudinal multimodal magnetic resosnas imaging study. (external link)
• Vik, Alexandra; Hodneland, Erlend; Haász, Judit et al. (2011). White matter integrity changes in frontally projecting fibers –A MRI study of healthy aging. (external link)
• Vik, Alexandra; Hodneland, Erlend; Haász, Judit et al. (2011). Frontally projecting fibers in healthy aging, A three wave longitudinal study. (external link)
• Losnegård, Are; Munthe-Kaas, Antonella Zanna; Hartveit, Espen et al. (2011). Segmentation and reconstruction of neurons for simulation of signal transmission. (external link)
• Hodneland, Erlend; Munthe-Kaas, Antonella Zanna; Haàsz, Judith et al. (2011). Normalized gradient fields for multimodal image registration between DT-MRI and 3D T1-weighted MRI. (external link)
• Adolfsdottir, Steinunn; Ystad, Martin Andreas; Haáz, Judit et al. (2010). Is cognitive switching and inhibition performance on the D-KEFS Color Word Interference Test predicted by frontal lobe volume in older age?. (external link)
• Vik, Alexandra; Ystad, Martin Andreas; Hodneland, Erlend et al. (2010). Brain morphometry and white matter integrity changes in prefrotnal cortex during aging - repeated mulitmodal MRI imaging in 109 healthy subjects. (external link)
• Anderlik, Csaba; Anderlik, Andreea Maria; Zanna, Antonella et al. (2009). Integrated software prototype for medical image processing. (external link)
• Øye, Ola Kristoffer; Anderlik, Andreea Maria; Zanna, Antonella et al. (2009). MRI kidney - Quantitative assessment of kidney function using DCE-MRI. (external link)
• Anderlik, Csaba; Anderlik, Andrea Maria; Zanna, Antonella et al. (2009). Integrated software prototype for medical image processing. (external link)
• Andersson, Martin; Ystad, Martin; Lundervold, Arvid et al. (2008). Attention control and cortical thickness in old age: A dichotic listening study. (external link)
• Sandu, Anca-Larisa; Rasmussen, Inge-Andre; Lundervold, Arvid et al. (2008). MR measures of brain volume and cortical irregularities in schizophrenia and dyslexia. (external link)
• Anderlik, Andreea Maria; Rørvik, Jarle; Zöllner, Frank et al. (2008). Functional kidney imaging In silico – a framework for studying motion correction and pharmacokinetics. (external link)
• Zöllner, Frank Gerrit; Monnsen, Jan ankar; Lundervold, Arvid et al. (2008). Flow Quantification from 2D Phase Contrast MRI in Renal Arteries using Clustering. (external link)
• Andersson, Martin; Ystad, Martin; Lundervold, Arvid et al. (2007). A neuropsychological and MRI study of response competition and goal maintenance in older age. (external link)
• Sandu, Anca-Larisa; Specht, Karsten; Rasmussen, Inge-Andre et al. (2007). Analysing the fractal dimension of the brain from MR images: a powerful technique for revealing brain microstructure properties. (external link)
• Sandu, Anca-Larisa; Rasmussen, Inge-Andre; Lundervold, Arvid et al. (2007). Towards the validation of a new technique for the analysis of MR brain images - the fractal dimension. (external link)
• Zöllner, Frank Gerrit; Rørvik, Jarle; Lundervold, Arvid (2007). Assessment of Renal Function from Motion-Corrected 3D DCE-MRI using Clustering and Independant Componant Analysis. (external link)
• Sandu, Anca Larisa; Specht, Karsten; Lundervold, Arvid et al. (2006). Determination of fractal dimension in the human brain using MR images: Applications to severe mental disorders. (external link)
• Sandu, Anca Larisa; Specht, Karsten; Lundervold, Arvid et al. (2006). Computation of the fractal dimension in patients with schizophrenia using MR images. (external link)
• Sandu, Anca Larisa; Specht, Karsten; Lundervold, Arvid et al. (2006). Computation of the fractal dimension in the brain using MR images: Applications to schizophrenia. (external link)
• Lundervold, Astri Johansen; Lundervold, Arvid; Wehling, Eike et al. (2006). Executive functions and white matter integrity in older adults. (external link)
• Lundervold, Astri Johansen; Barkovskij, Pjotr; Wehling, Eike et al. (2004). The contribution of MRI in understanding early signs of dementia - a neuropsychological perspective. (external link)
• Grüner, Renate; Specht, Karsten; Plessen, Kerstin Von et al. (2004). Analyses of Diffusion Tensor Images (DTI) by a morphometrical analysis of iterative normalized DTI's: An optimised procedure approved in a group of children with Tourete Syndrome. (external link)
• Malyshev, Alexander; Lundervold, Arvid (2004). A 3-D tracer kinetic model using the mass balance principle. (external link)
• Bergmann, Ørjan; Koster, Jacko; Thorsnes, Eirik et al. (2003). Computational Anatomy from Diffusion Tensor Imaging. (external link)
• Bergmann, Ørjan; Grüner, Renate; Hirsch, Jochen et al. (2003). An Experimental Testbed in Matlab for Analyzing Diffusion Tensor MR Images. (external link)
• Plessen, Kerstin Von; Hirsch, Jochen; Gruener, Renate et al. (2003). Diffusion Tensor Imaging (DTI) evaluation of an 11 year old boy with Tourette syndrome and developmental midline malformation. (external link)
• Lundervold, Arvid; Lundervold, Alexander; Nordby, Helge et al. (2003). Application of nonlinear time series analysis to single-trial ERPs. (external link)
• Brekke, Cecilie; Smievoll, Alf Inge; Hugdahl, Kenneth et al. (2003). Serial diffusion and perfusion imaging of patients with acute cerebral ischemia. (external link)
• von Plessen, Kerstin; Hirsch, Jochen; Grüner, Renate et al. (2003). Diffusion Tensor Imaging (DTI) evaluation in an 11 year old boy with Tourette syndrome and a developmental midline malformation. (external link)
• Brekken, Christian; Brekke, Cecilie; Brekke, Cecilie et al. (2003). Phenotyping by MRI: NG2 Receptor Status Modifies Human Glioblastoma Development. (external link)
• Brekken, Christian; Brekke, Cecilie; Brekke, Cecilie et al. (2003). NG2 receptor status modifies human glioblastoma development: Assessment by MRI. (external link)
• Neckelmann, Gesche F; Specht, Karsten; Smievoll, Alf Inge et al. (2002). Left temmporal lobe reduction in grey matter in schizophrenia: An MRI voxel-based morphometry study. (external link)
• Lundervold, Arvid; Kahteeb, Inger Helen (2002). Numerical estimation of the BOLD response in event-related fMRI. (external link)
• Hugdahl, Kenneth; Thomsen, Tormod; Lund, Anders et al. (2001). Reduced frontal and increased parietal lobe fMRI activation in schizophrenic patients during a mental arithmetic task. (external link)
• Thomsen, Tormod; Erland, Lars; Smievoll, Alf Inge et al. (2001). The effects of attention on speech perception: An fMRI study. (external link)
• Fenstad, Anne Marie; Lundervold, Arvid; Bock, Michael et al. (2000). How does the signal-to-noise ratio influence texture measures?. (external link)
• Lund, Anders; Stordal, K.; Kroken, J. et al. (2000). Increased frontal and parietal activation in a schizophrenic mother and her schizophrenic son after treatment with olanzapine: A longitudinal fMRI study. (external link)
• Hugdahl, Kenneth; Lund, Anders; Thomsen, Tormod et al. (2000). Increased frontal and parietal activation in a schizophrenic patient after antipsychotic drug treatment: An fRMI-study. (external link)
• Hugdahl, Kenneth; Thomsen, Tormod; Landrø, Nils Inge et al. (2000). Separating mental arithmetic from working memory: An fMRI-study. (external link)
• Lund, Anders; Hugdahl, Kenneth; Rund, Bjørn Rishovd et al. (2000). Brain activation in schizophrenic and healthy subjects during a working memory task: An fMRI-study. (external link)
• Lund, Anders; Thomsen, Tormod; Stordal, Kirsten Irene et al. (2000). Brain activation in schizophrenic patients and healthy controls during working memory and mental arithmetic. A functional magnetic resonance imaging (fMRI) study. (external link)
• Hugdahl, Kenneth; Lundervold, Arvid; Hadziavdic, V. et al. (1998). Left frontal activation during a semantic categorization task: An fMRI study. (external link)

Article in business/trade/industry journal

• Korbmacher, Max; van der Meer, Dennis; Beck, Dani et al. (2024). Brain asymmetries from mid- to late life and hemispheric brain age. (external link)
• Schistad, Anne H.; Taxt, Torfinn; Lundervold, Arvid (1990). Noise reduction of cardiac ultrasound images using a quantum field model. (external link)

Academic article

• Randulff Hillestad, Eline Margrethe; Steinsvik, Elisabeth Kjelsvik; Teige, Erica Persson et al. (2024). Nutritional safety and status following a 12-week strict low FODMAP diet in patients with irritable bowel syndrome. (external link)
• Teige, Erica Sande; Hillestad, Eline; Steinsvik, Elisabeth Kjelsvik et al. (2024). Fecal bacteria and short-chain fatty acids in irritable bowel syndrome: relations to subtype. (external link)
• Lundervold, Astri J. ; Billing, Julie Eirin; Jacobsen, Birgitte Berentsen et al. (2024). Decoding IBS: a machine learning approach to psychological distress and gut-brain interaction. (external link)
• Korbmacher, Max; van der Meer, Dennis; Beck, Dani et al. (2024). Distinct Longitudinal Brain White Matter Microstructure Changes and Associated Polygenic Risk of Common Psychiatric Disorders and Alzheimer's Disease in the UK Biobank. (external link)
• Korbmacher, Max; de Lange, Ann-Marie Glasø; van der Meer, Dennis et al. (2023). Brain‐wide associations between white matter and age highlight the role of fornix microstructure in brain ageing. (external link)
• Korbmacher, Max; Gurholt, Tiril Pedersen; de Lange, Ann-Marie Glasø et al. (2023). Bio-psycho-social factors’ associations with brain age: a large-scale UK Biobank diffusion study of 35,749 participants. (external link)
• Lundervold, Astri J. ; Randulff Hillestad, Eline Margrethe; Lied, Gülen Arslan et al. (2023). Assessment of Self-Reported Executive Function in Patients with Irritable Bowel Syndrome Using a Machine-Learning Framework. (external link)
• Hannisdal, Marianne Hjellvik; Goplen, Dorota; Alam, Saruar et al. (2023). Feasibility of deep learning-based tumor segmentation for target delineation and response assessment in grade-4 glioma using multi-parametric MRI. (external link)
• Billing, Julie Eirin; Jacobsen, Birgitte Berentsen; Lundervold, Arvid et al. (2023). Cognitive function in patients with irritable bowel syndrome: impairment is common and only weakly correlated with depression/anxiety and severity of gastrointestinal symptoms. (external link)
• Haleem, Noman; Lundervold, Astri J. ; Lied, Gülen Arslan et al. (2023). A psychological symptom based machine learning model for clinical evaluation of irritable bowel syndrome. (external link)
• Alam, Saruar; Halandur, Bharath; Porta Mana, PierGianLuca et al. (2022). Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture. (external link)
• Klepaczko, Artur; Majos, Marcin; Stefańczyk, Ludomir et al. (2022). Whole kidney and renal cortex segmentation in contrast-enhanced MRI using a joint classification and segmentation convolutional neural network. (external link)
• Hodneland, Erlend; Dybvik, Julie Andrea; Wagner-Larsen, Kari Strøno et al. (2021). Automated segmentation of endometrial cancer on MR images using deep learning. (external link)
• Abolpour Mofrad, Samaneh; Lundervold, Arvid; Lundervold, Alexander Selvikvåg (2021). A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease. (external link)
• Kaliyugarasan, Sathiesh Kumar; Lundervold, Arvid; Lundervold, Alexander Selvikvåg (2021). Pulmonary nodule classification in lung cancer from 3d thoracic ct scans using fastai and monai. (external link)
• Sønderby, Ida Elken; van der Meer, Dennis; Moreau, Clara et al. (2021). 1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans. (external link)
• Zollner, Frank G.; Kocinski, Marek Michal; Hansen, Laura et al. (2021). Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects. (external link)
• Klepaczko, Artur; Eikefjord, Eli Nina; Lundervold, Arvid (2021). Healthy kidney segmentation in the dce-mr images using a convolutional neural network and temporal signal characteristics. (external link)
• Klepaczko, Artur; Strzelecki, Michał; Kociołek, Marcin et al. (2020). A multi-layer perceptron network for perfusion parameter estimation in DCE-MRI studies of the healthy kidney. (external link)
• Rahman, Mohummad Aminur; Brekke, Jorunn; Arnesen, Victoria Smith et al. (2020). Sequential bortezomib and temozolomide treatment promotes immunological responses in glioblastoma patients with positive clinical outcomes: A phase 1B study. (external link)
• Berentsen, Birgitte; Nagaraja, Bharath Halandur; Teige, Erica Persson et al. (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. (external link)
• Losnegård, Are; Reisæter, Lars Anders Rokne; Halvorsen, Ole Johan et al. (2020). Magnetic resonance radiomics for prediction of extraprostatic extension in non-favorable intermediate- and high-risk prostate cancer patients. (external link)
• Kaliyugarasan, Satheshkumar; Kocinski, Marek; Lundervold, Arvid et al. (2020). 2D and 3D U-Nets for skull stripping in a large and heterogeneous set of head MRI using fastai. (external link)
• Ousdal, Olga Therese; Kaufmann, Tobias; Kolskår, Knut-Kristian et al. (2019). Longitudinal stability of the brain functional connectome is associated with episodic memory performance in aging. (external link)
• Hodneland, Erlend; Hanson, Erik Andreas; Sævareid, Ove et al. (2019). A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model. (external link)
• Kaufmann, Tobias; van der Meer, Dennis; Doan, Nhat Trung et al. (2019). Common brain disorders are associated with heritable patterns of apparent aging of the brain. (external link)
• van der Meer, Dennis; Sønderby, Ida Elken; Kaufmann, Tobias et al. (2019). Association of copy number variation of the 15q11.2 BP1-BP2 region with cortical and subcortical morphology and cognition. (external link)
• Lundervold, Astri; Vik, Alexandra; Lundervold, Arvid (2019). Lateral ventricle volume trajectories predict response inhibition in older age-A longitudinal brain imaging and machine learning approach.. (external link)
• Losnegård, Are; Reisæter, Lars Anders Rokne; Halvorsen, Ole Johan et al. (2018). Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate. (external link)
• Hanson, Erik Andreas; Sandmann, Constantin; Malyshev, Alexander et al. (2018). Estimating the discretization dependent accuracy of perfusion in coupled capillary flow measurements. (external link)
• van der Meer, Dennis; Rokicki, Jaroslav; Kaufmann, Tobias et al. (2018). Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes. (external link)
• Ytre-Hauge, Sigmund; Dybvik, Julie Andrea; Lundervold, Arvid et al. (2018). Preoperative tumor texture analysis on MRI predicts high-risk disease and reduced survival in endometrial cancer. (external link)
• Lundervold, Alexander Selvikvåg; Lundervold, Arvid (2018). An overview of deep learning in medical imaging focusing on MRI. (external link)
• Jurek, Jakub; Pelesz, Mateusz; Losnegård, Are et al. (2018). CRF-Based clustering of pharmacokinetic curves from dynamic contrast-enhanced MR images. (external link)
• Klepaczko, Artur; Muszelska, Martyna; Eikefjord, Eli Bjøvad et al. (2018). Automated determination of arterial input function in DCE-MR images of the kidney. (external link)
• Klepaczko, Artur; Skulimowski, Piotr; Strzelecki, Michał et al. (2018). Numerical simulation of the b-SSFP sequence in MR perfusion-weighted imaging of the kidney. (external link)
• Jurek, Jakub; Kociński, Marek; Materka, Andrzej et al. (2018). Dictionary-based through-plane interpolation of prostate cancer T2-weighted MR images. (external link)
• Strzelecki, Michał; Klepaczko, Artur; Muszelska, Martyna et al. (2018). An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys. (external link)
• Hodneland, Erlend; Keilegavlen, Eirik; Hanson, Erik Andreas et al. (2018). In vivo detection of chronic kidney disease using tissue deformation fields from dynamic MR imaging.. (external link)
• Lundervold, Astri; Bøe, Tormod; Lundervold, Arvid (2017). Inattention in primary school is not good for your future school achievement — A pattern classification study. (external link)
• Kociński, Marek; Materka, Andrzej; Deistung, Andreas et al. (2017). Towards multi-scale personalized modeling of brain vasculature based on magnetic resonance image processing. (external link)
• Zandt, Bas-Jan; Losnegård, Are; Hodneland, Erlend et al. (2017). Semi-automatic 3D morphological reconstruction of neurons with densely branching morphology: Application to retinal AII amacrine cells imaged with multi-photon excitation microscopy. (external link)
• Hanson, Erik Andreas; Eikefjord, Eli Bjøvad; Rørvik, Jarle et al. (2017). Workflow sensitivity of post-processing methods in renal DCE-MRI. (external link)
• Jurek, Jakub; Kociński, Marek; Materka, Andrzej et al. (2017). Rule-based data-driven approach for computer aided diagnosis of the peripheral zone prostate cancer from multiparametric MRI: Proof of concept. (external link)
• Jurek, Jakub; Kociński, Marek; Materka, Andrzej et al. (2017). Reconstruction of high-resolution T2W MR images of the prostate using maximum a posteriori approach and Markov random field regularization. (external link)
• Kociński, Marek; Materka, Andrzej; Lundervold, Arvid et al. (2016). Texture analysis of 2D spatial distribution of blood pharmacokinetic model parameters for endometrial carcinoma classification. (external link)
• Eikefjord, Eli Bjøvad; Andersen, Erling; Hodneland, Erlend et al. (2016). Quantifcation of single-kidney function and volume in living kidney donors using dynamic contrast-enhanced MRI. (external link)
• Eikefjord, Eli Bjøvad; Andersen, Erling; Hodneland, Erlend et al. (2016). Dynamic contrast-enhanced MRI measurement of renal function in healthy participants. (external link)
• Hodneland, Erlend; Hanson, Erik Andreas; Zanna, Antonella et al. (2016). Physical models for simulation and reconstruction of human tissue deformation fields in dynamic MRI. (external link)
• Eikefjord, Eli Nina; Andersen, Erling; Hodneland, Erlend et al. (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. (external link)
• Vik, Alexandra; Hodneland, Erlend; Haász, Judit et al. (2015). Fractional anisotropy shows differential reduction in frontal-subcortical fiber bundles - A longitudinal MRI study of 76 middle-aged and older adults. (external link)
• Fjell, Anders Martin; Westlye, Lars Tjelta; Amlien, Inge et al. (2015). High-expanding cortical regions in human development and evolution are related to higher intellectual abilities. (external link)
• Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle et al. (2014). Normalized gradient fields and mutual information for motion correction of DCE-MRI images. (external link)
• Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle et al. (2014). Normalized gradient fields for nonlinear motion correction of DCE-MRI time series. (external link)
• Adolfsdottir, Steinunn; Haász, Judit; Wehling, Eike et al. (2014). Salient measures of inhibition and switching are associated with frontal lobe gray matter volume in healthy middle-aged and older adults. (external link)
• Lencz, T; Knowles, Emily; Davies, G et al. (2014). Molecular genetic evidence for overlap between general cognitive ability and risk for schizophrenia: A report from the Cognitive Genomics consorTium (COGENT). (external link)
• Hodneland, Erlend; Hanson, Erik Andreas; Lundervold, Arvid et al. (2014). Segmentation-driven image registration-application to 4D DCE-MRI recordings of the moving kidneys. (external link)
• Angelelli, Paolo; Oeltze, Steffen; Haasz, Judit et al. (2014). Interactive visual analysis of heterogeneous cohort-study data. (external link)
• Lebedev, Alexander; Westman, Eric; Van Westen, Gerard J.P. et al. (2014). Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness. (external link)
• Sandu, Anca-Larisa; Izard, Edouard; Specht, Karsten et al. (2014). Post-adolescent developmental changes in cortical complexity. (external link)
• Losnegård, Are; Lundervold, Arvid; Hodneland, Erlend (2013). White matter fiber tracking directed by interpolating splines and a methodological framework for evaluation. (external link)
• Haász, Judit; Westlye, Erling Tjelta; Fjær, Sveinung et al. (2013). General fluid-type intelligence is related to indices of white matter structure in middle-aged and old adults. (external link)
• Fjær, Sveinung; Bø, Lars; Lundervold, Arvid et al. (2013). Deep gray matter demyelination detected by magnetization transfer ratio in the cuprizone model. (external link)
• Hanson, Erik Andreas; Lundervold, Arvid (2013). Local/non-local regularized image segmentation using graph-cuts. (external link)
• Hodneland, Erlend; Kögel, Tanja; Frei, Dominik et al. (2013). CellSegm - a MATLAB toolbox for high-throughput 3D cell segmentation.. (external link)
• Sundstrøm, Terje; Daphu, Inderjit Kaur; Wendelbo, Ingvild Haukaas et al. (2013). Automated tracking of nanoparticle-labeled melanoma cells improves the predictive power of a brain metastasis model. (external link)
• Malinsky, Milos; Peter, Roman; Hodneland, Erlend et al. (2013). Registration of FA and T1-weighted MRI data of healthy human brain based on template matching and normalized cross-correlation. (external link)
• Merrem, Andreas D.; Zöllner, Frank Gerrit; Reich, Marcel et al. (2013). A variational approach to image registration in dynamic contrast-enhanced MRI of the human kidney. (external link)
• Hodneland, Erlend; Kögel, Tanja; Frei, Dominik Michael et al. (2013). CellSegm - a software tool for high-throughput 3D cell segmentation. (external link)
• Kocinski, Marek; Klepaczko, Artur; Materka, Andrzej et al. (2012). 3D image texture analysis of simulated and real-world vascular trees. (external link)
• Li, Sheng; Zöllner, Frank Gerrit; Merrem, Andreas D. et al. (2012). Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers. (external link)
• Turkay, Cagatay; Lundervold, Arvid; Lundervold, Astri et al. (2012). Representative factor generation for the interactive visual analysis of high-dimensional data. (external link)
• Westlye, Erling Tjelta; Hodneland, Erlend; Haász, Judit et al. (2012). Episodic memory of APOE epsilon 4 carriers is correlated with fractional anisotropy, but not cortical thickness, in the medial temporal lobe. (external link)
• Hodneland, Erlend; Ystad, Martin Andreas; Haász, Judit et al. (2012). Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging. (external link)
• Ystad, Martin Andreas; Hodneland, Erlend; Adolfsdottir, Steinunn et al. (2011). Cortico-striatal connectivity and cognition in normal aging: A combined DTI and resting state fMRI study. (external link)
• Westlye, Erling Tjelta; Lundervold, Arvid; Rootwelt, Helge et al. (2011). Increased hippocampal default mode synchronization during rest in middle-aged and elderly APOE ε4-carriers: relationships with memory performance. (external link)
• Hodneland, Erlend; Kjørstad, Åsmund; Andersen, Erling et al. (2011). In vivo estimation of glomerular filtration in the kidney using DCE-MRI. (external link)
• Losnegård, Are; Hysing, Liv Bolstad; Muren, Ludvig Paul et al. (2010). Semi-automated segmentation of the sigmoid and descending colon for radiotherapy planning using the Fast-Marching method. (external link)
• Ystad, Martin Andreas; Eichele, Tom; Lundervold, Astri et al. (2010). Subcortical functional connectivity and verbal episodic memory in healthy elderly--a resting state fMRI study. (external link)
• Klauschen, Frederick; Goldman, Aaron; Barra, Vincent et al. (2009). Evaluation of automated brain MR image segmentation and volumetry methods. (external link)
• Bergmann, Ørjan; Christiansen, Oddvar; Lie, Johan et al. (2009). Shape-adaptive DCT for denoising of 3D scalar and tensor valued images. (external link)
• Anderlik, Andreea Maria; Zanna, Antonella ; Øye, Ola Kristoffer et al. (2009). Quantitative assessment of kidney function using dynamic contrast enhanced MRI – Steps towards an integrated software prototype. (external link)
• Andersson, Martin; Ystad, Martin Andreas; Lundervold, Arvid et al. (2009). Correlations between measures of executive attention and cortical thickness of left posterior middle frontal gyrus - a dichotic listening study. (external link)
• Zöllner, Frank Gerrit; Monssen, Jan Ankar; Rørvik, Jarle et al. (2009). Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. (external link)
• Ystad, Martin Andreas; Lundervold, Astri ; Wehling, Eike et al. (2009). Hippocampal volumes are important predictors for memory function in elderly women. (external link)
• Zöllner, Frank Gerrit; Monssen, Jan Ankar; Rørvik, Jarle et al. (2009). Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. (external link)
• Zöllner, Frank Gerrit; Sance, Rosario; Rogelj, Peter et al. (2009). Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses. (external link)
• Hodneland, Erlend; Bukoreshtliev, Nickolay V; Eichler, Tilo Wolf et al. (2009). A unified framework for automated 3-D segmentation of surface-stained living cells and a comprehensive segmentation evaluation. (external link)
• Sandu, Anca-Larisa; Rasmussen, Inge-Andre; Lundervold, Arvid et al. (2008). Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia. (external link)
• Johansson, Stefan; Halleland, Helene; Halmøy, Anne et al. (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. (external link)
• Sandu, Anca-Larisa; Specht, Karsten; Beneventi, Harald et al. (2008). Sex-differences in grey-white matter structure in normal-reading and dyslexic adolescents. (external link)
• Bergman, Ø; Lie, JC; Christiansen, Oddvar et al. (2008). Shape-Adaptive DCT for Denoising of 3D Scalar and Tensor Valued Images. (external link)
• Hugdahl, Kenneth; Løberg, Else-Marie; Jørgensen, Hugo Arild et al. (2008). Left hemisphere lateralisation of auditory hallucinations in schizophrenia: A dichotic listening study. (external link)
• Lu, Zudi; Lundervold, Arvid; Tjøstheim, Dag Bjarne et al. (2007). Exploring spatial nonlinearity using additive approximation. (external link)
• Plessen, Kerstin J.; Lundervold, Arvid; Grüner, Renate et al. (2007). Functional brain asymmetry, attentional modulation, and interhemispheric transfer in boys with Tourette syndrome. (external link)
• Espeseth, Thomas; Greenwood, Pamela M.; Reinvang, Ivar et al. (2006). Interactive effects of APOE and CHRNA4 on attention and white matter volume in healthy middle-aged and older adults. (external link)
• Hodneland, Erlend; Lundervold, Arvid; Gurke, Steffen et al. (2006). Automated detection of tunneling nanotubes in 3D images. (external link)
• Bergmann, Ørjan; Kindlmann, Gordon; Lundervold, Arvid et al. (2006). Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. (external link)
• Plessen, Kerstin Von; Grüner, Renate; Lundervold, Arvid et al. (2006). Reduced white matter connectivity in the Corpus Callosum of children with Tourette syndrome. (external link)
• Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar et al. (2006). The functional and structural significance of the frontal shift in the old/new ERP effect. (external link)
• Engelsen, Bernt; Gramstad, Arne; Thomsen, Tormod et al. (2006). Frontoparietal activation during delayed visuospatial recall in patients with epilepsy due to hippocampal sclerosis. (external link)
• Walhovd, KB; Fjell, AM; Reinvang, I et al. (2006). The functional and structural significance of the frontal shift in the old/new ERP effect. (external link)
• Fjell, Anders M.; Walhovd, Kristine B.; Reinvang, Ivar et al. (2006). Selective increase of cortical thickness in high-performing elderly - structural indices of optimal cognitive aging. (external link)
• Brekke, C; Brekke, Cecilie; Lundervold, Arvid et al. (2006). NG2 expression regulates vascular morphology and function in human brain tumours. (external link)
• Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar et al. (2005). Cortical volume and speed-of-processing are complementary in prediction of performance intelligence. (external link)
• Fjell, Anders M.; Walhovd, Kristine B.; Reinvang, Ivar et al. (2005). Age does not increase rate of forgetting over weeks - Neuro anatomical volumes and visual memory across the adult life-span. (external link)
• Brekke, Cecilie; Lundervold, Arvid; Enger, Per Øyvind et al. (2005). NG2 expression regulates vascular morphology and function in human brain tumours. (external link)
• Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar et al. (2005). Effects of age on volumes of cortex, white matter and subcortical structures. (external link)
• Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar et al. (2004). Size does matter in the long run: hippocampal and cortical volume predict recall across weeks. (external link)
• Lysaker, Marius; Lundervold, Arvid; Tai, Xue-Cheng (2003). Noise removal using fourth-order partial differential equation with application to medical magnetic resonance images in space and time. (external link)
• Bjerkvig, Rolf; Ersland, Lars; Nordli, H et al. (2003). Imaging of experimental rat gliomas using a clinical MR scanner. (external link)
• Hugdahl, Kenneth; Heiervang, Einar; Ersland, Lars et al. (2003). Significant relation between MR measures of planum temporale area and syllable perception in dyslexic children. (external link)
• Lundervold, Astri Johansen; Lundervold, Arvid; Hugdahl, Kenneth (2002). A multivariate classification study of attentional orienting in patients with right hemisphere lesions. (external link)
• Lund, Anders; Thomsen, Tormod; Kroken, R. et al. (2002). "Normalization" of brain activation in schizophrenia. An fMRI study. (external link)
• Lundervold, Astri Johansen; Lundervold, Arvid; Hugdahl, Kenneth (2002). A Multivariate Classification Study of Attentional Orienting in Patients with Right Hemisphere Lesions. (external link)
• von Plessen, Kerstin; Lundervold, Arvid; Duta, N. et al. (2002). Less developed corpus callosum in dyslexic subjects - a structural MRI study. (external link)
• Rosen, Gunnar; Hugdahl, Kenneth; Ersland, Lars et al. (2001). Different brain areas activated during imagery of painful and non-painful "finger movements" in a subject with an amputated arm. (external link)
• Hugdahl, Kenneth; Rosén, Gunnar; Ersland, Lars et al. (2001). Common pathways in mental imagery and pain perception: An fMRI study of a subject with an amputated arm. (external link)
• Landrø, Nils Inge; Rund, Bjørn Rishovd; Lund, Anders et al. (2001). Honig's model of working memory and brain activation: an fMRI study. (external link)
• Hugdahl, Kenneth; Rund, Bjørn Rishovd; Lund, Anders et al. (2000). Arbeidshukommelse ved schizofreni. En fMRI undersøkelse av nevronale korrelat. (external link)
• Thomsen, Tormod; Hugdahl, Kenneth; Ersland, L. et al. (2000). A functional magnetic resonance imaging (fMRI) study of sex differences in a mental rotation task. (external link)
• Lundervold, Arvid; Taxt, Torfinn; Ersland, Lars et al. (2000). Volume distribution of cerebrospinal fluid using multispectral MR imaging. (external link)
• Heiervang, Einar; Hugdahl, Kenneth; Steinmetz, Helmuth et al. (2000). Planum temporale, planum parietale and dichotic listening in dyslexia. (external link)
• Lundervold, Arvid; Storvik, G. (1995). Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images. (external link)
• Holden, Marit; Steen, Erik; Lundervold, Arvid (1995). Segmentation and visualization of brain lesions in multispectral magnetic resonance images. (external link)
• Taxt, Torfinn; Lundervold, Arvid (1994). Multispectral Analysis of the Brain Using Magnetic Resonance Imaging. (external link)
• Stugaard, M.; Steen, T.; Lundervold, Arvid et al. (1994). Visual assessment of intra ventricular flow from colour M-mode Doppler images. (external link)
• Lundervold, Arvid; Taubøll, Erik; Gjerstad, Leif (1993). A computer-based system for time series analysis of long-term seizure diaries from patients with epilepsy. (external link)
• Storvik, Geir; Lundervold, Arvid (1993). Segmentation of brain parenchyma and CSF in multispectral MR images of the head. (external link)
• Bølviken, Erik; Høgåsen, Gutorm Thomas; Larsson, Pål et al. (1993). Robust spike detection in paperless EEG. (external link)
• Taxt, Torfinn; Lundervold, Arvid; Fuglaas, B. et al. (1992). Multispectral Analysis of Uterine Corpus Tumors in Magnetic Resonance Imaging. (external link)

Report

• Porta Mana, PierGianLuca; Rye, Ingrid Karlsen; Vik, Alexandra et al. (2023). Personalized prognosis & treatment using optimal predictor machines: An example study on conversion from Mild Cognitive Impairment to Alzheimer's Disease. (external link)
• Nævdal, Geir; Sævareid, Ove; Lundervold, Arvid (2017). New methodology for interpretation of dynamic contrast imaging data. (external link)
• Gisler, Galen Ross; Celledoni, Elena; Helgaker, Trygve et al. (2010). The scientific case for eInfrastructure in Norway. (external link)
• Kristensen, Terje; Lundervold, Arvid (2003). A Multidisciplinary workshop on learning, cognition, neuroimaging and neural modelling & computing. (external link)
• Kristensen, Terje; Lundervold, Arvid (2003). A Multidisciplinary workshop on learning, cognition, neuroimaging and neural modelling & computing. (external link)
• Lundervold, Arvid (1994). Brain tissue and CSF segmentation in multispectral MRI. (external link)
• Taxt, Torfinn; Lundervold, Arvid (1994). Multispectral analysis of the brain in magnetic resonance imaging. (external link)
• Holden, Marit; Aas, Kjersti; Lundervold, Arvid et al. (1993). Assessment of tissue perfusion and characterization of lesions in dynamical MRI using contrast agents and statistical analysis - methodological considerations and clinical applications. (external link)
• Storvik, Geir; Lundervold, Arvid (1993). Thermography in combination with image analysis and pattern recognition techniques as a diagnostic tool after whiplash accident/injury - A feasibility study based on a small sample of patients and healthy volunteers. (external link)
• Storvik, Geir; Lundervold, Arvid; Holden, Marit et al. (1993). Diagnostic evaluation of contrast agents in medical imaging - proposals towards quantitative assessment. (external link)
• Holden, Marit; Steen, Erik; Lundervold, Arvid (1993). Segmentation and visualization of brain lesions in multispectral magnetic resonance images. (external link)
• Madsen, Rune Asgeir; Lundervold, Arvid; Huseby, Ragnar Bang et al. (1992). Seafloor classification using artificial neural networks. (external link)
• Eikvil, Line; Olafsdottir, Jorunn B.; Stugaard, Marie et al. (1992). Recogition of flow pattern in Doppler ultrasound images. (external link)

Academic lecture

• Johnsen, TE; Hillestad, Eline; Kjelsvik, Elisabeth et al. (2023). Redusert eksekutiv funksjon hos pasienter med IBS. (external link)
• Hillestad, Eline; Rasmussen, Stella Hellgren; Lied, Gülen Arslan et al. (2023). The effect of following a 12-week strict low FODMAP diet on clinical biochemistry status, nutritional adequacy and symptom relief in patients with Irritable Bowel Syndrome:The Bergen Brain Gut Study . (external link)
• Lundervold, Alexander Selvikvåg; Sprawka, Katarzyna; Lundervold, Arvid (2018). Fast estimation of kidney volumes and time courses in DCE-MRI using convolutional neural networks. (external link)
• Ousdal, Olga Therese; Lundervold, Astri; Westlye, Lars Tjelta et al. (2018). Longitudinal stability of the brain functional connectome is associated with episodic memory performance. (external link)
• Ytre-Hauge, Sigmund; Hanson, E; Lundervold, Arvid et al. (2015). Preoperative tumor texture at MRI predicts deep myometrial invasion and non-endometrioid subtype in endometrial carcinomas. (external link)
• Eikefjord, Eli Bjøvad; Andersen, Erling; Lundervold, Arvid et al. (2015). Reproducibility and agreement in quantification of renal function using 1.5-T DCE-MRI. (external link)
• Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle et al. (2013). Normalized gradient fields and mutual information for motion correction of DCE-MRI images. (external link)
• Hodneland, Erlend; Kjørstad, Åsmund; Andersen, E. et al. (2011). In vivo estimation of glomerular filtration in the kidney using DCE-MRI. (external link)
• Anderlik, Andreea Maria; Zanna, Antonella ; Øye, Ola Kristoffer et al. (2009). Quantitative assessment of kidney function using dynamic contrast enhanced MRI – Steps towards an integrated software prototype. (external link)
• Zanna, Antonella ; Anderlik, Andreea Maria; Lundervold, Arvid (2008). A phantom model for testing registration in kidney perfusion analysis. (external link)
• Zöllner, Frank Gerrit; Rørvik, Jarle; Lundervold, Arvid (2007). Towards Automatically Assessment of Kidney Volume from 3D DCE-MRI Time Courses using Active Contours. (external link)
• Zöllner, Frank Gerrit; Kocinski, Marek; Lundervold, Arvid et al. (2007). Assessment of Renal Function from 3D Dynamic Contrast Enhanced MR images using Independent Component Analysis. (external link)
• Rogelj, Peter; Zöllner, Frank Gerrit; Kovacic, Stanislav et al. (2007). Motion correction of contrast-enhanced MRI Time Series of Kidney. (external link)
• Lundervold, Astri ; Ystad, Martin; Adolfsdottir, Steinunn et al. (2007). Hippocampal volume and delayed recall performance in older adults. (external link)
• Andersson, Martin; Wehling, Eike; Reinvang, Ivar et al. (2006). Information processing in older age: the influence of individual variability on a Dichotic listening with forced attention paradigm. (external link)
• Barkovskij, Pjotr; Lundervold, Astri Johansen; Wehling, Eike et al. (2005). Tissue-specific quantification of perfusion parameters and measures of cognitive function in a sample of patients from a memory clinic. (external link)
• Lundervold, Arvid (2005). Vascular model generation – physiological and methodological aspects. (external link)
• Lundervold, Arvid (2005). The use of MATLAB together with Mazda in texture analysis. (external link)
• Barkovskij, Pjotr; Lundervold, Astri Johansen; Wehling, Eike et al. (2005). Tissue-specific quantification of perfusion parameters and measures of cognitive function in a sample of patients from a memory clinic. (external link)
• Lundervold, Arvid (2004). Diffusion tensor imaging. (external link)
• Lundervold, Astri Johansen; Lundervold, Arvid; Nordby, Helge et al. (2003). Multi-dimensional measures of ERP's as part of the neuropsychological assessment. (external link)
• Barkovskij, Pjotor; Wehling, Eike; Geitung, Jonn Terje et al. (2003). DIagnosing and differentiation early dementia by using MRI. (external link)
• Plessen, Kerstin Von; Gruener, Renate; Hirsch, Jochen et al. (2003). Can Diffusion Tensor Imaging represent a valuable tool in patients with Tourette syndrome?. (external link)
• Lundervold, Arvid (2003). MR diffusion tensor imaging of the brain – a link to quantum computing?. (external link)
• Bergmann, Ørjan; Steihaug, Trond; Lundervold, Arvid (2003). Discrete event simulation and rodent navigation. (external link)
• Oppedal, Ketil; Lundervold, Arvid (2003). Diffusion tensor magnetic resonance imaging of the human brain. (external link)
• Bergmann, Ørjan; Steihaug, Trond; Lundervold, Arvid (2003). Discrete event simulation and rodent navigaton. (external link)
• Lundervold, Arvid; Malyshev, Alexander (2002). Numerical estimation of brain perfusion. (external link)
• Brekke, Cecilie; Chekenya, Martha; Veliyulin, Emil et al. (2002). Assessment of vascular volume fraction and blood-tissue permeability in NG2 transfected gliomas using dynamic Gd-DTPA enhanced T1-weighted MRI. (external link)
• Lysaker, Marius; Lundervold, Arvid; Tai, Xue-Cheng (2002). Noise removal using fourth-order partial differential equations with applications to medical magnetic resonance images in space and time. (external link)
• Lundervold, Arvid (2002). Formation and analysis of medical MR images. (external link)
• Lundervold, Arvid (2002). MR image segmentation and related topics. (external link)
• Lundervold, Arvid (2002). Kartlegging av prosesser i hjernen ved bruk av kjernespinn og magnettomografi. (external link)
• Lundervold, Arvid (2002). MRI techniques and image analysis in dementia research. (external link)
• Lundervold, Arvid (2001). Noise removal with tissue boundary preservation using fourth-order partial differential equations. (external link)
• Lysaker, Marius; Lundervold, Arvid; Tai, Xue-Cheng et al. (2001). Noise removal with tissue boundary preservation. (external link)
• Lysaker, Marius; Lundervold, Arvid; Tai, Xue-Cheng et al. (2001). Noise removal with tissue boundary preservation using fourth-order partial diffrenetial equations. (external link)
• Lundervold, Arvid (2001). Tekstur i MR-bilder. (external link)
• Lundervold, Arvid (2001). Multicentre trial: Glioblastoma texture evaluation. (external link)
• Lundervold, Arvid (2001). The role of diffusion and perfusion imaging in tissue characterization. (external link)
• Lundervold, Arvid (2001). Feature maps. (external link)
• Lundervold, Arvid (2001). Image texture feature maps. (external link)
• Landrø, Nils Inge; Rund, Bjørn Rishovd; Lund, Anders et al. (2001). Honig's model of working memory and brain activation: An fMRI study. (external link)
• Lundervold, Arvid (2000). Inspeksjon av den levende hjernes struktur og funksjon. (external link)
• Fenstad, Anne Marie; Lundervold, Arvid; Taxt, Torfinn (1998). Bayesian tissue segmentation with outlier detection, parameter updating, and signal inhomogeneity correction. (external link)
• Taxt, Torfinn; Lundervold, Arvid; Strand, Jarle et al. (1998). Advances in medical imaging. (external link)
• Fenstad, Anne Marie; Lundervold, Arvid; Taxt, Torfinn (1998). Bayesian tissue segmentation with outlier detection, parameter updating and signal inhomogeneity correction. (external link)
• Lundervold, Arvid; Hisdal, P.M.; Ersland, Lars et al. (1997). Investigation of a cystic brain lesion using multispectral 3D MRI, tissue classification, and rendering before and after neurosurgery. (external link)
• Lundervold, Arvid; Hisdal, P.M.; Ersland, Lars et al. (1997). Investigation of a cystic brain lesion using multispectral 3D MRI, tissue classification, and rendering before and after neurosurgery. (external link)
• Roscher, Bjarne; Ersland, Lars; Lundervold, Arvid et al. (1997). Integrated PC-based instrumentation system for MR sequence-controlled stimulation in fMRI experiments: application with auditory stimulation. (external link)
• Lundervold, Arvid; Taxt, Torfinn; Ersland, Lars et al. (1995). Cerebrospinal fluid quantification and visulization using 3D multispectral magnetic resonance images. (external link)
• Eikvil, Line; Olafsdottir, Jorunn B.; Stugaard, Marie et al. (1992). Gjenkjenning av flytmønstre fra Doppler ultralyd bilder. (external link)

Letter to the editor

• Hannisdal, Marianne Hjellvik; Goplen, Dorota Katarzyna Pazdyk; Lundervold, Arvid et al. (2023). Exploiting Deep Learning to Enhance Tumour-conformed Delineation and Reduced Isotropic Margin in Radiotherapy: Updated ESTRO-EANO Guidelines. (external link)

Abstract

• Teige, Erica Sande; Hillestad, Eline Margrete Randulff; Steinsvik, Elisabeth Kjelsvik et al. (2022). Bergen Braingut Study: Relations between fecal microbiota profile and its metabolites (short-chain fatty acids) and symptoms in irritable bowel syndrome. (external link)
• Eikefjord, Eli Nina; Andersen, Erling; Monssen, Jan Anker et al. (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). (external link)
• Hodneland, Erlend; Hanson, Erik Andreas; Lundervold, Arvid et al. (2013). Combined motion correction and segmentation of DCE-MRI kidney data. (external link)
• Sance, Rosario; Rogelj, Peter; Ledesma-carbayo, Maria j. et al. (2006). Motion correction in dynamic DCE-MRI studies for the evaluation of the renal function. (external link)
• Zöllner, Frank Gerrit; Sance, Rosario; Anderlik, Andreea Maria et al. (2006). Towards quantification of kidney function by clustering volumetric MRI perfusion time series. (external link)

Academic literature review

• Hillestad, Eline Margrete Randulff; van der Meeren, Aina; Nagaraja, Bharath Halandur et al. (2022). Gut bless you: The microbiota-gut-brain axis in irritable bowel syndrome. (external link)
• Zöllner, Frank Gerrit; Svarstad, Einar; Munthe-Kaas, Antonella Zanna et al. (2012). Assessment of Kidney Volumes From MRI: Acquisition and Segmentation Techniques. (external link)

Errata

• Kaufmann, Tobias; van der Meer, Dennis; Doan, Nhat Trung et al. (2020). Publisher Correction: Common brain disorders are associated with heritable patterns of apparent aging of the brain (Nature Neuroscience, (2019), 22, 10, (1617-1623), 10.1038/s41593-019-0471-7). (external link)

Masters thesis

• Lillebostad, Peder August Gudmundsen; Lundervold, Arvid; Hausken, Trygve (2019). Exploring the IBS Brain: Resting State Functional Connectivity and Machine Learning. (external link)
• Kurzawski, Jan Wirgiliusz; Lundervold, Arvid (2015). Voxel dimension optimization for probabilistic tractography in rat brain using 7T scanner . (external link)
• Lundervold, Arvid; Leidland, Einar (2011). Brain Computer Interface (SSVEP-BCI and P300-BCI) - Neurophysiology and Experimental Examples. (external link)
• Nygård, Merethe; Hugdahl, Kenneth; Lundervold, Arvid et al. (2007). Corpus callosum agenesi – strukturell og funksjonell kartlegging ved bruk av multiparametrisk MRI og dikotisk lytting. (external link)

Doctoral dissertation

• Eikefjord, Eli Bjøvad; Rørvik, Jarle; Andersen, Erling et al. (2016). Towards clinical application of renal dynamic contrast-enhanced MRI: Optimization of technical performance and evaluation of clinical feasibility . (external link)
• Sikora, Marcin Pawel; Lundervold, Arvid (2011). Virtual Source Modelling of Photon Beams for Monte Carlo based Radiation Therapy Treatment Planning. (external link)
• Lundervold, Arvid (1995). Multispectral analysis, classification and quantification in medical magnetic resonance imaging (dr.med.). (external link)

Academic chapter/article/Conference paper

• Turkay, Cagatay; Lundervold, Arvid; Lundervold, Astri et al. (2013). Hypothesis generation by interactive visual exploration of heterogeneous medical data. (external link)
• Hodneland, Erlend; Ystad, Martin Andreas; Haasz, Judit et al. (2010). Automated workflow for spatial alignment of multimodal MR image acquisitions in a longitudinal study of cognitive aging. (external link)
• Oeltze, Steffen; Preim, Bernhard; Hauser, Helwig et al. (2009). Visual analysis of cerebral perfusion data - four interactive approaches and a comparison. (external link)
• Balabanian, Jean-Paul; Ystad, Martin Andreas; Viola, Ivan et al. (2008). Hierarchical Volume Visualization of Brain Anatomy. (external link)
• Lundervold, Astri ; Lundervold, Arvid; Wehling, Eike et al. (2007). Executive function and white matter integrity in older adults. (external link)
• Bergmann, Ørjan; Kindlmann, Gordon; Lundervold, Arvid et al. (2006). Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. (external link)
• Bergmann, Ørjan; Lundervold, Arvid; Steihaug, Trond (2005). Generating a Synthetic Diffusion Tensor Dataset. (external link)
• Hugdahl, Kenneth; Lundervold, Arvid; von Plessen, Kerstin et al. (2003). The effect of attention on information transfer across the corpus callosum. (external link)

Medical Student Research Thesis

• Westlye, Erling Tjelta; Lundervold, Arvid (2011). Increased hippocampal default mode synchronization during rest in middle-aged and elderly APOE 4-carriers: relationships with memory performance. (external link)

Thesis at a second degree level

• Bergmann, Ørjan; Steihaug, Trond; Lundervold, Arvid (2003). Discrete event simulation in Java with applications in rodent navigation. (external link)

Popular scientific lecture

• Lundervold, Arvid (2001). Inspeksjon av den levende hjerne. (external link)

See a complete overview of publications in Cristin.

ORCID (0000-0002-0032-4182)

PubMed

IEEE Xplore 

Google scholar

DBLP

Aging - Cognition, imaging and genetics

Computational medical imaging and machine learning – methods, infrastructure and applications

Brain-Gut-Microbiota Interaction in Irritable Bowel Syndrome: A Multidimensional Approach

Open Educational Resources in Computational Biomedicine (GitHub)

 

medisinsk bildebehandling og mønstergjenkjenning; multimodal og funksjonell MR avbildning (hjerne, nyre, og i onkologi); bilde-segmentering; bilde-registrering; longitudinell analyse; bildebaserte biomarkører; matematisk og statistisk modellering inkludert maskinlæring og dyplæring; nevrale nettverk i menneske og maskin