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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
Journal articles
  • Hanson, Erik Andreas; Sandmann, Constantin; Malyshev, Alexander; Lundervold, Arvid; Modersitzki, Jan; Hodneland, Erlend. 2018. Estimating the discretization dependent accuracy of perfusion in coupled capillary flow measurements. PLoS ONE. 13: 1-16. doi: 10.1371/journal.pone.0200521
  • Losnegård, Are; Reisæter, Lars Anders Rokne; Halvorsen, Ole Johan; Beisland, Christian; Castilho, Aurea; Muren, Ludvig Paul; Rørvik, Jarle; Lundervold, Arvid. 2018. Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate. Computerized Medical Imaging and Graphics. 63: 24-30. doi: 10.1016/j.compmedimag.2017.12.002
  • Lundervold, Alexander Selvikvåg; Lundervold, Arvid. 2018. An overview of deep learning in medical imaging focusing on MRI. Zeitschrift für Medizinische Physik. doi: 10.1016/j.zemedi.2018.11.002
  • Ytre-Hauge, Sigmund; Dybvik, Julie A.; Lundervold, Arvid; Salvesen, Øyvind; Krakstad, Camilla; Fasmer, Kristine Eldevik; Werner, Henrica Maria Johanna; Ganeshan, Balaji; Høivik, Erling Andre; Bjørge, Line; Trovik, Jone; Haldorsen, Ingfrid S. 2018. Preoperative tumor texture analysis on MRI predicts high-risk disease and reduced survival in endometrial cancer. Journal of Magnetic Resonance Imaging. 48: 1637-1647. doi: 10.1002/jmri.26184
  • van der Meer, Dennis; Rokicki, Jaroslav; Kaufmann, Tobias; Còrdova Palomera, Aldo; Moberget, Torgeir; Alnæs, Dag; Bettella, Francesco; Frei, Oleksandr; Doan, Nhat Trung; Sønderby, Ida Elken; Smeland, Olav Bjerkehagen; Agartz, Ingrid; Bertolino, Alessandro; Bralten, Janita; Brandt, Christine Lycke; Buitelaar, Jan K.; Djurovic, Srdjan; van Donkelaar, Marjolein; Dørum, Erlend Solberg; Espeseth, Thomas; Faraone, Stephen V.; Fernandéz, Guillén; Fisher, Simon E.; Franke, Barbara; Haatveit, Beathe Christin; Hartman, Catharina A.; Hoekstra, Pieter J.; Håberg, Asta; Jönsson, Erik G.; Kolskår, Knut-Kristian; Le Hellard, Stephanie; Lund, Martina Jonette; Lundervold, Astri; Lundervold, Arvid; Melle, Ingrid; Monereo Sanchez, Jennifer; Norbom, Linn Christin Bonaventure; Nordvik, Jan Egil; Nyberg, Lars; Oosterlaan, Jaap; Papalino, Marco; Papassotiropoulos, Andreas; Pergola, Giulio; de Quervain, Dominique J.F.; Richard, Geneviéve´; Sanders, Anne-Marthe; Selvaggi, Pierluigi; Shumskaya, Elena; Steen, Vidar Martin; Tønnesen, Siren; Ulrichsen, Kristine Moe; Zwiers, Marcel P.; Andreassen, Ole Andreas; Westlye, Lars Tjelta. 2018. Brain scans from 21,297 individuals reveal the genetic architecture of hippocampal subfield volumes. Molecular Psychiatry. 1-19. doi: 10.1038/s41380-018-0262-7
  • Hanson, Erik Andreas; Eikefjord, Eli Bjøvad; Rørvik, Jarle; Andersen, Erling; Lundervold, Arvid; Hodneland, Erlend. 2017. Workflow sensitivity of post-processing methods in renal DCE-MRI. Magnetic Resonance Imaging. 42: 60-68. doi: 10.1016/j.mri.2017.05.003
  • Jurek, Jakub; Kociński, Marek; Materka, Andrzej; Losnegård, Are; Reisæter, Lars Anders Rokne; Halvorsen, Ole Johan; Beisland, Christian; Rørvik, Jarle; Lundervold, Arvid. 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. 2017-September: 90-95. doi: 10.23919/SPA.2017.8166844
  • Jurek, Jakub; Kociński, Marek; Materka, Andrzej; Losnegård, Are; Reisæter, Lars Anders Rokne; Halvorsen, Ole Johan; Beisland, Christian; Rørvik, Jarle; Lundervold, Arvid. 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. 2017-September: 96-99. doi: 10.23919/SPA.2017.8166845
  • Kociński, Marek; Materka, Andrzej; Deistung, Andreas; Reichenbach, Jürgen; Lundervold, Arvid. 2017. Towards multi-scale personalized modeling of brain vasculature based on magnetic resonance image processing. International Conference on Systems, Signals, and Image Processing. 2017: 1-5. doi: 10.1109/IWSSIP.2017.7965604
  • Lundervold, Astri; Bøe, Tormod; Lundervold, Arvid. 2017. Inattention in primary school is not good for your future school achievement — A pattern classification study. PLoS ONE. 12: 1-15. doi: 10.1371/journal.pone.0188310
  • Zandt, Bas-Jan; Losnegård, Are; Hodneland, Erlend; Veruki, Margaret Lin; Lundervold, Arvid; Hartveit, Espen. 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. 279: 101-118. doi: 10.1016/j.jneumeth.2017.01.008
  • Eikefjord, Eli Bjøvad; Andersen, Erling; Hodneland, Erlend; Hanson, Erik Andreas; Sourbron, Steven; Svarstad, Einar; Lundervold, Arvid; Rørvik, Jarle. 2016. Dynamic contrast-enhanced MRI measurement of renal function in healthy participants. Acta Radiologica. 58: 748-757. doi: 10.1177/0284185116666417
  • Eikefjord, Eli Bjøvad; Andersen, Erling; Hodneland, Erlend; Svarstad, Einar; Lundervold, Arvid; Rørvik, Jarle. 2016. Quantifcation of single-kidney function and volume in living kidney donors using dynamic contrast-enhanced MRI. American Journal of Roentgenology. 207: 1022-1030. doi: 10.2214/AJR.16.16168
  • Hodneland, Erlend; Hanson, Erik Andreas; Zanna, Antonella; Lundervold, Arvid; Nordbotten, Jan Martin. 2016. Physical models for simulation and reconstruction of human tissue deformation fields in dynamic MRI. IEEE Transactions on Biomedical Engineering. 63: 2200-2210. doi: 10.1109/TBME.2015.2514262
  • Kociński, Marek; Materka, Andrzej; Lundervold, Arvid; Salvesen, Helga; Ytre-Hauge, Sigmund; Haldorsen, Ingfrid S. 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. doi: 10.1109/SPA.2016.7763593
  • Eikefjord, Eli Nina; Andersen, Erling; Hodneland, Erlend; Zöllner, Frank Gerrit; Lundervold, Arvid; Svarstad, Einar; Rørvik, Jarle. 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. 204: W273-W281. doi: 10.2214/AJR.14.13226
  • Fjell, Anders Martin; Westlye, Lars Tjelta; Amlien, Inge; Tamnes, Christian Krog; Grydeland, Håkon; Engvig, Andreas; Espeseth, Thomas; Reinvang, Ivar; Lundervold, Astri; Lundervold, Arvid; Walhovd, Kristine B. 2015. High-expanding cortical regions in human development and evolution are related to higher intellectual abilities. Cerebral Cortex. 25: 26-34. doi: 10.1093/cercor/bht201
  • Vik, Alexandra; Hodneland, Erlend; Haász, Judit; Ystad, Martin Andreas; Lundervold, Astri; Lundervold, Arvid. 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. 7:81. doi: 10.3389/fnagi.2015.00081
  • Adolfsdottir, Steinunn; Haász, Judit; Wehling, Eike; Ystad, Martin Andreas; Lundervold, Arvid; Lundervold, Astri. 2014. Salient measures of inhibition and switching are associated with frontal lobe gray matter volume in healthy middle-aged and older adults. Neuropsychology. 28: 859-869. doi: 10.1037/neu0000082
  • Angelelli, Paolo; Oeltze, Steffen; Haasz, Judit; Turkay, Cagatay; Hodneland, Erlend; Lundervold, Arvid; Lundervold, Astri; Preim, Bernhard; Hauser, Helwig. 2014. Interactive visual analysis of heterogeneous cohort-study data. IEEE Computer Graphics and Applications. 34: 70-82. doi: 10.1109/MCG.2014.40
  • Hodneland, Erlend; Hanson, Erik Andreas; Lundervold, Arvid; Modersitzki, Jan; Eikefjord, Eli Bjøvad; Zanna, Antonella. 2014. Segmentation-driven image registration-application to 4D DCE-MRI recordings of the moving kidneys. IEEE Transactions on Image Processing. 23: 2392-2404. doi: 10.1109/TIP.2014.2315155
  • Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle; Munthe-Kaas, Antonella Zanna. 2014. Normalized gradient fields and mutual information for motion correction of DCE-MRI images. Image and Signal Processing and Analysis. 38: 202-210. doi: 10.1109/ISPA.2013.6703795
  • Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle; Munthe-Kaas, Antonella Zanna. 2014. Normalized gradient fields for nonlinear motion correction of DCE-MRI time series. Computerized Medical Imaging and Graphics. 38: 202-210. doi: 10.1016/j.compmedimag.2013.12.007
  • Lebedev, Alexander; Westman, Eric; Van Westen, Gerard J.P.; Kramberger, Milica Gregoric; Lundervold, Arvid; Aarsland, Dag; Soininen, Hilkka; Kłoszewska, Iwona; Mecocci, Patrizia; Tsolaki, Magda; Vellas, Bruno; Lovestone, Simon; Simmons, Andrew. 2014. Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness. NeuroImage: Clinical. 6: 115-125. doi: 10.1016/j.nicl.2014.08.023
  • Lencz, T; Knowles, Emily; Davies, G; Guha, S; Liewald, DC; Starr, JM; Djurovic, Srdjan; Melle, Ingrid; Sundet, Kjetil Søren; Christoforou, Andrea; Reinvang, Ivar; Mukherjee, Sayan; Derosse, P; Lundervold, Arvid; Steen, Vidar Martin; Espeseth, Thomas; John, M.; Räikkönen, K; Widen, E; Palotie, A; Eriksson, JG; Giegling, I; Konte, B; Ikeda, M; Roussos, P; Giakoumaki, S; Burdick, KE; Payton, A.; Ollier, W; Horan, M.; Donohoe, G; Morris, D; Corvin, A; Gill, M; Pendleton, N; Iwata, N; Darvasi, A; Bitsios, P; Rujescu, D; Lahti, J; Le Hellard, Stephanie; Keller, MC; Andreassen, Ole Andreas; Deary, IJ; Glahn, DC; Malhotra, AK. 2014. Molecular genetic evidence for overlap between general cognitive ability and risk for schizophrenia: A report from the Cognitive Genomics consorTium (COGENT). Molecular Psychiatry. 19: 168-174. doi: 10.1038/mp.2013.166
  • Sandu, Anca-Larisa; Izard, Edouard; Specht, Karsten; Beneventi, Harald; Lundervold, Arvid; Ystad, Martin Andreas. 2014. Post-adolescent developmental changes in cortical complexity. Behavioral and Brain Functions. 10:44. doi: 10.1186/1744-9081-10-44
  • Eikefjord, Eli Nina; Andersen, Erling; Monssen, Jan Anker; Hodneland, Erlend; Lundervold, Arvid; Rørvik, Jarle. 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. 54: 16-16.
  • Fjær, Sveinung; Bø, Lars; Lundervold, Arvid; Myhr, Kjell-Morten; Pavlin, Tina; Torkildsen, Øivind; Wergeland, Stig. 2013. Deep gray matter demyelination detected by magnetization transfer ratio in the cuprizone model. PLoS ONE. 8. doi: 10.1371/journal.pone.0084162
  • Hanson, Erik Andreas; Lundervold, Arvid. 2013. Local/non-local regularized image segmentation using graph-cuts. International Journal of Computer Assisted Radiology and Surgery. 8: 1073-1084. doi: 10.1007/s11548-013-0903-x
  • Haász, Judit; Westlye, Erling Tjelta; Fjær, Sveinung; Espeseth, Thomas; Lundervold, Arvid; Lundervold, Astri. 2013. General fluid-type intelligence is related to indices of white matter structure in middle-aged and old adults. NeuroImage. 83: 372-383. doi: 10.1016/j.neuroimage.2013.06.040
  • Hodneland, Erlend; Hanson, Erik Andreas; Lundervold, Arvid; Modersitzki, Jan; Munthe-Kaas, Antonella Zanna. 2013. Combined motion correction and segmentation of DCE-MRI kidney data. Acta Radiologica. 54: 7-8.
  • Hodneland, Erlend; Kögel, Tanja; Frei, Dominik Michael; Gerdes, Hans-Hermann; Lundervold, Arvid. 2013. CellSegm - a software tool for high-throughput 3D cell segmentation. Source Code for Biology and Medicine. doi: https://doi.org/10.1186/1751-0473-8-16
  • Hodneland, Erlend; Kögel, Tanja; Frei, Dominik; Gerdes, Hans-Hermann; Lundervold, Arvid. 2013. CellSegm - a MATLAB toolbox for high-throughput 3D cell segmentation. Source Code for Biology and Medicine. 8(1). doi: 10.1186/1751-0473-8-16
  • Losnegård, Are; Lundervold, Arvid; Hodneland, Erlend. 2013. White matter fiber tracking directed by interpolating splines and a methodological framework for evaluation. Frontiers in Neuroinformatics. 7. doi: 10.3389/fninf.2013.00013
  • Malinsky, Milos; Peter, Roman; Hodneland, Erlend; Lundervold, Astri; Lundervold, Arvid; Jan, Jirí. 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. 26: 774-785. doi: 10.1007/s10278-012-9561-8
  • Merrem, Andreas D.; Zöllner, Frank Gerrit; Reich, Marcel; Lundervold, Arvid; Rørvik, Jarle; Schad, Lothar R. 2013. A variational approach to image registration in dynamic contrast-enhanced MRI of the human kidney. Magnetic Resonance Imaging. 31: 771-777. doi: 10.1016/j.mri.2012.10.011
  • Sundstrøm, Terje; Daphu, Inderjit Kaur; Wendelbo, Ingvild Haukaas; Hodneland, Erlend; Lundervold, Arvid; Immervoll, Heike; Skaftnesmo, Kai Ove; Babic, Michal; Jendelova, Pavla; Sykova, Eva; Lund-Johansen, Morten; Bjerkvig, Rolf; Thorsen, Frits Alan. 2013. Automated tracking of nanoparticle-labeled melanoma cells improves the predictive power of a brain metastasis model. Cancer Research. 73: 2445-2456. Published 2013-04-15. doi: 10.1158/0008-5472.CAN-12-3514
  • Hodneland, Erlend; Ystad, Martin Andreas; Haász, Judit; Munthe-Kaas, Antonella Zanna; Lundervold, Arvid. 2012. Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging. Computer Methods and Programs in Biomedicine. 106: 328-341. doi: 10.1016/j.cmpb.2011.03.010
  • Kocinski, Marek; Klepaczko, Artur; Materka, Andrzej; Chekenya, Martha; Lundervold, Arvid. 2012. 3D image texture analysis of simulated and real-world vascular trees. Computer Methods and Programs in Biomedicine. 107: 140-154. doi: 10.1016/j.cmpb.2011.06.004
  • Li, Sheng; Zöllner, Frank Gerrit; Merrem, Andreas D.; Peng, Yinghong; Rørvik, Jarle; Lundervold, Arvid; Schad, Lothar R. 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. 36: 108-118. doi: 10.1016/j.compmedimag.2011.06.005
  • Turkay, Cagatay; Lundervold, Arvid; Lundervold, Astri; Hauser, Helwig. 2012. Representative factor generation for the interactive visual analysis of high-dimensional data. IEEE Transactions on Visualization and Computer Graphics. 18: 2621-2630. doi: 10.1109/TVCG.2012.256
  • Westlye, Erling Tjelta; Hodneland, Erlend; Haász, Judit; Espeseth, Thomas; Lundervold, Arvid; Lundervold, Astri. 2012. Episodic memory of APOE epsilon 4 carriers is correlated with fractional anisotropy, but not cortical thickness, in the medial temporal lobe. NeuroImage. 63: 507-516. doi: 10.1016/j.neuroimage.2012.06.072
  • Zöllner, Frank Gerrit; Svarstad, Einar; Munthe-Kaas, Antonella Zanna; Schad, Lothar R.; Lundervold, Arvid; Rørvik, Jarle. 2012. Assessment of Kidney Volumes From MRI: Acquisition and Segmentation Techniques. American Journal of Roentgenology. 199: 1060-1069. doi: 10.2214/AJR.12.8657
  • Hodneland, Erlend; Kjørstad, Åsmund; Andersen, Erling; Monssen, Jan Anker; Lundervold, Arvid; Rørvik, Jarle; Munthe-Kaas, Antonella Zanna. 2011. In vivo estimation of glomerular filtration in the kidney using DCE-MRI. Image and Signal Processing and Analysis. 755-61.
  • Westlye, Erling Tjelta; Lundervold, Arvid; Rootwelt, Helge; Lundervold, Astri; Westlye, Lars Tjelta. 2011. Increased hippocampal default mode synchronization during rest in middle-aged and elderly APOE ε4-carriers: relationships with memory performance. Journal of Neuroscience. 31: 7775-7783. doi: 10.1523/JNEUROSCI.1230-11.2011
  • Ystad, Martin Andreas; Hodneland, Erlend; Adolfsdottir, Steinunn; Haasz, Judit; Lundervold, Astri; Eichele, Tom; Lundervold, Arvid. 2011. Cortico-striatal connectivity and cognition in normal aging: A combined DTI and resting state fMRI study. NeuroImage. 55: 24-31. doi: 10.1016/j.neuroimage.2010.11.016
  • Losnegård, Are; Hysing, Liv Bolstad; Muren, Ludvig Paul; Hodneland, Erlend; Lundervold, Arvid. 2010. Semi-automated segmentation of the sigmoid and descending colon for radiotherapy planning using the Fast-Marching method. Physics in Medicine and Biology. 55: 5569-5584. doi: 10.1088/0031-9155/55/18/020
  • Ystad, Martin Andreas; Eichele, Tom; Lundervold, Astri; Lundervold, Arvid. 2010. Subcortical functional connectivity and verbal episodic memory in healthy elderly--a resting state fMRI study. NeuroImage. 52: 379-388. doi: 10.1016/j.neuroimage.2010.03.062
  • Anderlik, Andreea Maria; Zanna, Antonella; Øye, Ola Kristoffer; Eikefjord, Eli Nina; Rørvik, Jarle; Ulvang, Dag Magne; Zöllner, Frank Gerrit; Lundervold, Arvid. 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.
  • Andersson, Martin; Ystad, Martin Andreas; Lundervold, Arvid; Lundervold, Astri. 2009. Correlations between measures of executive attention and cortical thickness of left posterior middle frontal gyrus - a dichotic listening study. Behavioral and Brain Functions. 5. doi: 10.1186/1744-9081-5-41
  • Bergmann, Ørjan; Christiansen, Oddvar; Lie, Johan; Lundervold, Arvid. 2009. Shape-adaptive DCT for denoising of 3D scalar and tensor valued images. Journal of digital imaging. 22: 297-308. doi: 10.1007/s10278-007-9088-6
  • Hodneland, Erlend; Bukoreshtliev, Nickolay V; Eichler, Tilo Wolf; Tai, Xue-Cheng; Gurke, Steffen; Lundervold, Arvid; Gerdes, Hans-Herman. 2009. A unified framework for automated 3-D segmentation of surface-stained living cells and a comprehensive segmentation evaluation. IEEE Transactions on Medical Imaging. 28: 720-738. doi: 10.1109/TMI.2008.2011522
  • Klauschen, Frederick; Goldman, Aaron; Barra, Vincent; Meyer-Lindenberg, Andreas; Lundervold, Arvid. 2009. Evaluation of automated brain MR image segmentation and volumetry methods. Human Brain Mapping. 30: 1310-1327. doi: 10.1002/hbm.20599
  • Ystad, Martin Andreas; Lundervold, Astri; Wehling, Eike; Espeseth, Thomas; Rootwelt, Helge; Westlye, Lars; Andersson, Martin; Adolfsdottir, Steinunn; Geitung, Jonn-Terje; Fjell, Anders; Reinvang, Ivar; Lundervold, Arvid. 2009. Hippocampal volumes are important predictors for memory function in elderly women. BMC Medical Imaging. 9. doi: 10.1186/1471-2342-9-17
  • Zöllner, Frank Gerrit; Monssen, Jan Ankar; Rørvik, Jarle; Lundervold, Arvid; Schad, LR; Schad, Lothar R. 2009. Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. Zeitschrift für Medizinische Physik. 19: 98-107. doi: 10.1016/j.zemedi.2008.10.011
  • Zöllner, Frank Gerrit; Monssen, Jan Ankar; Rørvik, Jarle; Lundervold, Arvid; Schad, Lothar R. 2009. Blood flow quantification from 2D phase contrast MRI in renal arteries using an unsupervised data driven approach. Zeitschrift für Medizinische Physik. 19: 98-107. doi: 10.1016/j.zemedi.2008.10.011
  • Zöllner, Frank Gerrit; Sance, Rosario; Rogelj, Peter; Ledesma-Carbayo, María J.; Rørvik, Jarle; Santos, Andrés; Lundervold, Arvid. 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. 33: 171-181. doi: 10.1016/j.compmedimag.2008.11.004
  • Bergman, Ø; Lie, JC; Christiansen, Oddvar; Lundervold, Arvid. 2008. Shape-Adaptive DCT for Denoising of 3D Scalar and Tensor Valued Images. Journal of digital imaging.
  • Hugdahl, Kenneth; Løberg, Else-Marie; Jørgensen, Hugo Arild; Lundervold, Arvid; Lund, Anders; Green, Michael F.; Rund, Bjørn Rishovd. 2008. Left hemisphere lateralisation of auditory hallucinations in schizophrenia: A dichotic listening study. Cognitive Neuropsychiatry. 13: 166-179. doi: 10.1080/13546800801906808
  • Johansson, Stefan; Halleland, Helene; Halmøy, Anne; Jacobsen, Kaya; Landaas, Elisabeth; Dramsdahl, Margaretha; Fasmer, Ole Bernt; Bergsholm, Per; Lundervold, Arvid; Gillberg, Christopher; Hugdahl, Kenneth; Knappskog, Per; Haavik, Jan. 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. 147B: 1470-1475. doi: 10.1002/ajmg.b.30662
  • Sandu, Anca-Larisa; Rasmussen, Inge-Andre; Lundervold, Arvid; Kreuder, Frank; Neckelmann, Gesche; Hugdahl, Kenneth; Specht, Karsten. 2008. Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia. Computerized Medical Imaging and Graphics. 32: 150-158. doi: 10.1016/j.compmedimag.2007.10.005
  • Sandu, Anca-Larisa; Specht, Karsten; Beneventi, Harald; Lundervold, Arvid; Hugdahl, Kenneth. 2008. Sex-differences in grey-white matter structure in normal-reading and dyslexic adolescents. Neuroscience Letters. 438: 80-84. doi: 10.1016/j.neulet.2008.04.022
  • Lu, Zudi; Lundervold, Arvid; Tjøstheim, Dag Bjarne; Yao, Quiwei. 2007. Exploring spatial nonlinearity using additive approximation. Bernoulli. 13: 447-472. doi: 10.3150/07-BEJ5093
  • Plessen, Kerstin J.; Lundervold, Arvid; Grüner, Renate; Hammar, Åsa; Lundervold, Astri Johansen; Peterson, Bradley Scott; Hugdahl, Kenneth. 2007. Functional brain asymmetry, attentional modulation, and interhemispheric transfer in boys with Tourette syndrome. Neuropsychologia. 45: 767-774. doi: 10.1016/j.neuropsychologia.2006.08.006
  • Bergmann, Ørjan; Kindlmann, Gordon; Lundervold, Arvid; Westin, Carl-Fredrik. 2006. Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. Lecture Notes in Computer Science. 4191: 268-275.
  • Brekke, Cecilie; Brekke, C; Lundervold, Arvid; Enger, Per Øyvind; Brekken, Christian; Stalsett, E; Stålsett, Eli; Pedersen, Tina Bugge; Haraldseth, Olav; Kruger, PG; Krüger, Per Gøran; Bjerkvig, Rolf; Chekenya, Martha. 2006. NG2 expression regulates vascular morphology and function in human brain tumours. NeuroImage. 29: 965-976. doi: Sesammendrag
  • Engelsen, Bernt; Gramstad, Arne; Thomsen, Tormod; Beneventi, Harald; Ersland, Lars; Smievoll, Alf-Inge; Lundervold, Arvid; Hugdahl, Kenneth. 2006. Frontoparietal activation during delayed visuospatial recall in patients with epilepsy due to hippocampal sclerosis. Epilepsy & Behavior. 8: 565-574. doi: 10.1016/j.yebeh.2006.02.010
  • Espeseth, Thomas; Greenwood, Pamela M.; Reinvang, Ivar; Fjell, Anders; Wahlhovd, Kristine; Walhovd, Kristine Beate; Westlye, Lars; Wehling, Eike; Lundervold, Astri Johansen; Lundervold, A; Rootwelt, Helge; Parasuraman, Raja; Rootwelt, H. 2006. Interactive effects of APOE and CHRNA4 on attention and white matter volume in healthy middle-aged and older adults. Cognitive, Affective, & Behavioral Neuroscience. 6: 31-43.
  • Fjell, Anders M.; Walhovd, Kristine B.; Reinvang, Ivar; Lundervold, Arvid; Salat, David; Quinn, Brian T.; Fischl, Bruce; Dale, Anders. 2006. Selective increase of cortical thickness in high-performing elderly - structural indices of optimal cognitive aging. NeuroImage. 29: 984-994. doi: Sesammendrag
  • Hodneland, Erlend; Lundervold, Arvid; Gurke, Steffen; Tai, Xue-Cheng; Rustom, Amin; Gerdes, Hans-Herman. 2006. Automated detection of tunneling nanotubes in 3D images. Cytometry. 69A: 961-972. doi: 10.1002/cyto.a.20302
  • Plessen, Kerstin Von; Grüner, Renate; Lundervold, Arvid; Hirsch, Jochen G.; Xu, Dongrong; Bansal, Ravi; Hammar, Åsa; Lundervold, Astri Johansen; Wentzel-Larsen, Tore; Lie, Stein Atle; Gass, Achim; Peterson, Bradley Scott; Hugdahl, Kenneth. 2006. Reduced white matter connectivity in the Corpus Callosum of children with Tourette syndrome. Journal of Child Psychology and Psychiatry and Allied Disciplines. 47: 1013-1022. doi: 10.1111/j.1469-7610.2006.01639.x
  • Sance, Rosario; Rogelj, Peter; Ledesma-carbayo, Maria j.; Anderlik, Andreea Maria; Zöllner, Frank Gerrit; Rørvik, Jarle; Lundervold, Arvid. 2006. Motion correction in dynamic DCE-MRI studies for the evaluation of the renal function. Magnetic Resonance Materials in Physics, Biology and Medicine. 19: 106-107. doi: 10.1007/s10334-006-0041-3
  • Walhovd, KB; Fjell, AM; Reinvang, I; Lundervold, Arvid; Fischl, Bruce; Quinn, BT; Makris, N; Dale, Anders. 2006. The functional and structural significance of the frontal shift in the old/new ERP effect. Brain Research. 1081.
  • Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar; Lundervold, Arvid; Fischl, Bruce; Quinn, Brian T.; Makris, Nikos; Dale, Anders Martin. 2006. The functional and structural significance of the frontal shift in the old/new ERP effect. Brain Research. 1081: 156-170. doi: 10.1016/j.brainres.2006.01.076
  • Zöllner, Frank Gerrit; Sance, Rosario; Anderlik, Andreea Maria; Rørvik, Jarle; Kocinski, Marek; Lundervold, Arvid. 2006. Towards quantification of kidney function by clustering volumetric MRI perfusion time series. Magnetic Resonance Materials in Physics, Biology and Medicine. 19: 103-104. doi: 10.1007/s10334-006-0041-3
  • Brekke, Cecilie; Lundervold, Arvid; Enger, Per Øyvind; Brekken, Christian; Stålsett, Eli; Pedersen, Tina Bugge; Haraldseth, Olav; Kruger, Per Gunnar; Bjerkvig, Rolf; Chekenya, M. 2005. NG2 expression regulates vascular morphology and function in human brain tumours. NeuroImage. 29: 965-976. Published 2005-10-25. doi: 10.1016/j.neuroimage.2005.08.0
  • Fjell, Anders M.; Walhovd, Kristine B.; Reinvang, Ivar; Lundervold, Arvid; Dale, Anders; Quinn, Brian T.; Makris, Nikos; Fischl, Bruce. 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. 11: 2-15. doi: 10.10170S1355617705050046
  • Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar; Lundervold, Arvid; Dale, Anders M.; Eilertsen, Dag E.; Quinn, B. T.; Salat, David; Makris, Nikos; Fischl, Bruce. 2005. Effects of age on volumes of cortex, white matter and subcortical structures. Neurobiology of Aging. 26: 1261-1270.
  • Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar; Reinvang, Ivar; Lundervold, Arvid; Fischl, Bruce; Salat, David; Quinn, Brian T.; Makris, Nikos; Dale, Anders M. 2005. Cortical volume and speed-of-processing are complementary in prediction of performance intelligence. Neuropsychologia. 43: 704-713.
  • Walhovd, Kristine B.; Fjell, Anders M.; Reinvang, Ivar; Lundervold, Arvid; Fischl, Bruce; Quinn, B. T.; Dale, Anders M. 2004. Size does matter in the long run: hippocampal and cortical volume predict recall across weeks. Neurology. 63: 1193-1197.
  • Bjerkvig, Rolf; Ersland, Lars; Nordli, H; Enger, Per Oyvind; Huszthy, Peter; Lundervold, Arvid; Strandenes, T; Bjerkvig, Rolf; Lund-Johansen, Morten. 2003. Imaging of experimental rat gliomas using a clinical MR scanner. Journal of Neuro-Oncology. 63: 225-231.
  • Hugdahl, Kenneth; Heiervang, Einar; Ersland, Lars; Lundervold, Arvid; Smievoll, Alf Inge. 2003. Significant relation between MR measures of planum temporale area and syllable perception in dyslexic children. Neuropsychologia. 41: 666-675.
  • 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. IEEE Transactions on Image Processing. 12: 1579-1590.
  • Lund, Anders; Thomsen, Tormod; Kroken, R.; Smievoll, Alf Inge; Landrø, Nils Inge; Barndon, Roger; Ersland, Lars; Iversen, Jarle; Sundet, Kjetil; Lundervold, Arvid; Asbjørnsen, Arve Egil; Rund, Bjørn Rishovd; Hugdahl, Kenneth. 2002. "Normalization" of brain activation in schizophrenia. An fMRI study. Schizophrenia Research. 58: 333-335.
  • Lundervold, Astri Johansen; Lundervold, Arvid; Hugdahl, Kenneth. 2002. A Multivariate Classification Study of Attentional Orienting in Patients with Right Hemisphere Lesions. Neuropsychiatry, Neuropsychology and Behavioral Neurology. 15: 232-246.
  • Lundervold, Astri Johansen; Lundervold, Arvid; Hugdahl, Kenneth. 2002. A multivariate classification study of attentional orienting in patients with right hemisphere lesions. Neuropsychiatry, Neuropsychology and Behavioral Neurology. 15: 232-246.
  • von Plessen, Kerstin; Lundervold, Arvid; Duta, N.; Heiervang, Einar; Klauschen, F.; Smievoll, Alf Inge; Ersland, Lars; Hugdahl, Kenneth. 2002. Less developed corpus callosum in dyslexic subjects - a structural MRI study. Neuropsychologia. 40: 1035-1044.
  • Hugdahl, Kenneth; Rosén, Gunnar; Ersland, Lars; Lundervold, Arvid; Smievoll, Alf Inge; Barndon, Roger; Thomsen, Tormod. 2001. Common pathways in mental imagery and pain perception: An fMRI study of a subject with an amputated arm. Scandinavian Journal of Psychology. 42: 269-275.
  • Landrø, Nils Inge; Rund, Bjørn Rishovd; Lund, Anders; Sundet, Kjetil; Mjellem, Norma; Asbjørnsen, Arve Egil; Thomsen, Tormod; Ersland, Lars; Lundervold, Arvid; Smievoll, Alf Inge; Egeland, Jens; Stordal, Kirsten Irene; Roness, Atle; Sundberg, Håkan; Hugdahl, Kenneth. 2001. Honig's model of working memory and brain activation: an fMRI study. NeuroReport. 12: 4047-4054.
  • Rosen, Gunnar; Hugdahl, Kenneth; Ersland, Lars; Lundervold, Arvid; Smievoll, Alf Inge; Barndon, Roger; Sundberg, Håkan; Thomsen, Tormod; Roscher, Bjarne; Tjølsen, Arne; Engelsen, Bernt. 2001. Different brain areas activated during imagery of painful and non-painful "finger movements" in a subject with an amputated arm. Neurocase. 7: 255-260.
  • Heiervang, Einar; Hugdahl, Kenneth; Steinmetz, Helmuth; Smievoll, Alf Inge; Stevenson, Jim; Lund, Anders; Ersland, Lars; Lundervold, Arvid. 2000. Planum temporale, planum parietale and dichotic listening in dyslexia. Neuropsychologia. 38: 1704-1713.
  • Hugdahl, Kenneth; Rund, Bjørn Rishovd; Lund, Anders; Landrø, Nils Inge; Sundet, Kjetil; Ersland, L.; Smievoll, A.I.; Lundervold, Arvid; Thomsen, Tormod; Roness, A; Stordal, K.; Egeland, Jens; Mjellem, N.; Sundberg, Håkan; Asbjørnsen, Arve Egil. 2000. Arbeidshukommelse ved schizofreni. En fMRI undersøkelse av nevronale korrelat. Nordisk Psykologi: teori, forskning, praksis. 52: 277-293.
  • Lundervold, Arvid; Taxt, Torfinn; Ersland, Lars; Fenstad, Anne Marie. 2000. Volume distribution of cerebrospinal fluid using multispectral MR imaging. Medical Image Analysis. 4: 123-136.
  • Thomsen, Tormod; Hugdahl, Kenneth; Ersland, L.; Barndon, R.; Lundervold, Arvid; Smievoll, A.I.; Roscher, Bjarne; Sundberg, Håkan. 2000. A functional magnetic resonance imaging (fMRI) study of sex differences in a mental rotation task. Medical Science Monitor. 6: 1186-1197.
  • Holden, Marit; Steen, Erik; Lundervold, Arvid. 1995. Segmentation and visualization of brain lesions in multispectral magnetic resonance images. Computerized Medical Imaging and Graphics. 19: 171-173.
  • Lundervold, Arvid; Storvik, G. 1995. Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images. IEEE Transactions on Medical Imaging. 14: 339-349.
  • Stugaard, M.; Steen, T.; Lundervold, Arvid; Smiseth, O.A.; Ihlen, H. 1994. Visual assessment of intra ventricular flow from colour M-mode Doppler images. International Journal of Cardiac Imaging. 10: 279-287.
  • Taxt, Torfinn; Lundervold, Arvid. 1994. Multispectral Analysis of the Brain Using Magnetic Resonance Imaging. IEEE Transactions on Medical Imaging. 13: 470-481.
  • Bølviken, Erik; Høgåsen, Gutorm Thomas; Larsson, Pål; Lundervold, Arvid. 1993. Robust spike detection in paperless EEG. Ukjent. Published 1993-07-03.
  • Lundervold, Arvid; Taubøll, Erik; Gjerstad, Leif. 1993. A computer-based system for time series analysis of long-term seizure diaries from patients with epilepsy. Ukjent. Published 1993-07-03.
  • Storvik, Geir; Lundervold, Arvid. 1993. Segmentation of brain parenchyma and CSF in multispectral MR images of the head. Ukjent. Published 1993-05-25.
  • Taxt, Torfinn; Lundervold, Arvid; Fuglaas, B.; Lien, H.; Abeler, V. 1992. Multispectral Analysis of Uterine Corpus Tumors in Magnetic Resonance Imaging. Mag Res Med. 23: 55-76.
  • Schistad, Anne H.; Taxt, Torfinn; Lundervold, Arvid. 1990. Noise reduction of cardiac ultrasound images using a quantum field model. Ukjent. Published 1990-01-01.
Reports and theses
  • Nævdal, Geir; Sævareid, Ove; Lundervold, Arvid. 2017. New methodology for interpretation of dynamic contrast imaging data. International Research Institute of Stavanger.
  • 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. Universitetet i Bergen.
  • Gisler, Galen Ross; Celledoni, Elena; Helgaker, Trygve; Iversen, Trond; Jakobsen, Kjetill Sigurd; Jones, Colin N.; Lipniacka, Anna; Lundervold, Arvid; Olsen, Nils Reidar Bøe; De Smedt, Koenraad; Koster, Jacko; Høst, Gudmund. 2010. The scientific case for eInfrastructure in Norway. The Research Council of Norway, Oslo. 54 pages.
  • Kristensen, Terje; Lundervold, Arvid. 2003. A Multidisciplinary workshop on learning, cognition, neuroimaging and neural modelling & computing. Høgskolen i Bergen Skriftserien Rapport. 10. Høgskolen i Bergen, Bergen. 24 pages.
  • Kristensen, Terje; Lundervold, Arvid. 2003. A Multidisciplinary workshop on learning, cognition, neuroimaging and neural modelling & computing. 10. Høgskolen i Bergen, Bergen. 24 pages.
  • Lundervold, Arvid. 1995. Multispectral analysis, classification and quantification in medical magnetic resonance imaging (dr.med.). UiB.
  • Lundervold, Arvid. 1994. Brain tissue and CSF segmentation in multispectral MRI. BILD/03A/94. 20 pages.
  • Taxt, Torfinn; Lundervold, Arvid. 1994. Multispectral analysis of the brain in magnetic resonance imaging. Proc IEEE Workshop on biomedical image analysis, Seattle. [Mangler utgivernavn]. 33 pages.
  • Holden, Marit; Aas, Kjersti; Lundervold, Arvid; Milvang, Otto; Storvik, Geir; Sebastini, Giovanni; Godtlibsen, Fred; Kristoffersen, Doris Tove. 1993. Assessment of tissue perfusion and characterization of lesions in dynamical MRI using contrast agents and statistical analysis - methodological considerations and clinical applications. NR-notat. BILD/10/93. Norsk Regnesentral, Oslo. 70 pages.
  • Holden, Marit; Steen, Erik; Lundervold, Arvid. 1993. Segmentation and visualization of brain lesions in multispectral magnetic resonance images. Norsk Regnesentral. 37 pages.
  • 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. NR-notat. BILD/05/93. Norsk Regnesentral, Oslo. 44 pages.
  • Storvik, Geir; Lundervold, Arvid; Holden, Marit; Farrants, George. 1993. Diagnostic evaluation of contrast agents in medical imaging - proposals towards quantitative assessment. NR-notat. BILD/03/93. Norsk Regnesentral, Oslo. 100 pages.
  • Eikvil, Line; Olafsdottir, Jorunn B.; Stugaard, Marie; Lundervold, Arvid. 1992. Recogition of flow pattern in Doppler ultrasound images. NR-notat. BILD/02/92. Norsk Regnesentral, Oslo.
  • Madsen, Rune Asgeir; Lundervold, Arvid; Huseby, Ragnar Bang; Milvang, Otto; Weisteen, Katrine; Carlin, Mats; Kavli, Tom. 1992. Seafloor classification using artificial neural networks. NR-notat. BILD/10/92. Norsk Regnesentral, Oslo.
Book sections
  • Turkay, Cagatay; Lundervold, Arvid; Lundervold, Astri; Hauser, Helwig. 2013. Hypothesis generation by interactive visual exploration of heterogeneous medical data. Chapter 1, pages 1-12. In:
    • Holzinger, Andreas; Pasi, Gabriella. 2013. Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data. Springer. 442 pages. ISBN: 978-3-642-39145-3.
  • Hodneland, Erlend; Ystad, Martin Andreas; Haasz, Judit; Munthe-Kaas, Antonella Zanna; Lundervold, Arvid. 2010. Automated workflow for spatial alignment of multimodal MR image acquisitions in a longitudinal study of cognitive aging. artikkel, pages 264-269. In:
    • Mastorakis, N.; Mladenov, V.; Bojkovoc, Z. 2010. Latest Trends on Applied Mathematics, Simulation, Modelling. 274 pages. ISBN: 978-960-474-210-3.
  • Oeltze, Steffen; Preim, Bernhard; Hauser, Helwig; Rørvik, Jarle; Lundervold, Arvid. 2009. Visual analysis of cerebral perfusion data - four interactive approaches and a comparison. X-4, pages 582-589. In:
    • Zinterhof, Peter; Loncaric, Sven; Uhl, Andreas; Carini, Alberto. 2009. ISPA 2009. Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis. IEEE Press. 790 pages. ISBN: 978-953-184-135-1.
  • Balabanian, Jean-Paul; Ystad, Martin Andreas; Viola, Ivan; Lundervold, Arvid; Hauser, Helwig; Gröller, Eduard. 2008. Hierarchical Volume Visualization of Brain Anatomy. Medical Visualization, pages 313-322. In:
    • Deussen, Oliver; Keim, Daniel; Saupe, Dietmar. 2008. 13th International Fall Workshop Vision, Modeling, and Visualization 2008. IOS Press. 414 pages. ISBN: 978-1-58603-921-9.
  • Lundervold, Astri; Lundervold, Arvid; Wehling, Eike; Geitung, Jonn Terje; Reinvang, Ivar. 2007. Executive function and white matter integrity in older adults. Abstract, pages S379-S380. In:
    • Iqbal, Khalid; Winblad, Bengt; Avila, Jesus. 2007. Alzheimer's disease : new advances : collection of selected articles of papers presented at the 10th International Conference on Alzheimer's Disease and Related Disorders, Madrid, Spain, July 15-20, 2006. 698 pages. ISBN: 978-88-7587-322-6.
  • Bergmann, Ørjan; Kindlmann, Gordon; Lundervold, Arvid; Carl-Fredrik, Westin. 2006. Diffusion k-tensor estimation from Q-ball imaging using discretized principal axes. Brain Image Processing, pages 268-275. In:
    • Larsen, Rasmus; Nielsen, Mads; Sporring, Jon. 2006. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006. Springer Publishing Company. 981 pages. ISBN: 3-540-44727-X.
  • Bergmann, Ørjan; Lundervold, Arvid; Steihaug, Trond. 2005. Generating a Synthetic Diffusion Tensor Dataset. Generating a Synthetic Diffusion Tensor Dataset, pages 277-281. In:
    • Tsymbal, Alexey; Cunningham, Padraig. 2005. 18th IEEE Symposium on Computer-Based Medical Systems. IEEE. 603 pages. ISBN: 0-7695-2355-2.
  • Hugdahl, Kenneth; Lundervold, Arvid; von Plessen, Kerstin; Heiervang, Einar; Rimol, Lars Morten. 2003. The effect of attention on information transfer across the corpus callosum. 13-26. In:
    • Reinvang, Ivar; Greenlee, Mark W.; Herrmann, Manfred. 2003. The cognitive neuroscience of individual differences. ISBN: 3-8142-0874-9.

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My 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. 
I have been programming in C and later MATLAB for more than 25 years.

CV (May 2016)

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