Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects - Frank G. Zöllner; Marek Kocinski; Laura Hansen; Alena-Kathrin Golla; Amira Serifovic-Trbalic; Arvid Lundervold; Andrzej Materka; Peter Rogelj (IEEE Access, 2021)

A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease - Samaneh Abolpour Mofrad; Arvid Lundervold; Alexander Selvikvåg Lundervold; Alzheimer's Disease Neuroimaging Initiative (Comput. Medical Imaging Graph., 2021)

Pulmonary Nodule Classification in Lung Cancer from 3D Thoracic CT Scans Using fastai and MONAI - Satheshkumar Kaliyugarasan; Arvid Lundervold; Alexander Selvikvåg Lundervold (Int. J. Interact. Multim. Artif. Intell., 2021)

Healthy Kidney Segmentation in the Dce-Mr Images Using a Convolutional Neural Network and Temporal Signal Characteristics - Artur Klepaczko; Eli Eikefjord; Arvid Lundervold (Sensors, 2021)

Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture - Saruar Alam; Bharath Halandur; P. G. L. Porta Mana; Dorota Goplen; Arvid Lundervold; Alexander Selvikvåg Lundervold (Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part II, 2021)

Deep Convolutional Neural Networks in Application to Kidney Segmentation in the DCE-MR Images - Artur Klepaczko; Eli Eikefjord; Arvid Lundervold (Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part III, 2021)

A new framework for assessing subject-specific whole brain circulation and perfusion using MRI-based measurements and a multi-scale continuous flow model - Erlend Hodneland; Erik A. Hanson; Ove Sævareid; Geir Nævdal; Arvid Lundervold; Veronika Soltészová; Antonella Zanna Munthe-Kaas; Andreas Deistung; Jürgen R. Reichenbach; Jan M. Nordbotten (PLoS Comput. Biol., 2019)

In Vivo Detection of Chronic Kidney Disease Using Tissue Deformation Fields From Dynamic MR Imaging - Erlend Hodneland; Eirik Keilegavlen; Erik A. Hanson; Erling Andersen; Jan Ankar Monssen; Jarle Rørvik; Sabine Leh; Hans-Peter Marti; Arvid Lundervold; Einar Svarstad; Jan M. Nordbotten (IEEE Trans. Biomed. Eng., 2019)

Intensity-based volumetric registration of magnetic resonance images and whole-mount sections of the prostate - Are Losnegård; Lars Reisæter; Ole J. Halvorsen; Christian Beisland; Aurea Castilho; Ludvig P. Muren; Jarle Rørvik; Arvid Lundervold (Comput. Medical Imaging Graph., 2018)

Dictionary-based through-plane interpolation of prostate cancer T2-weighted MR images - Jakub Jurek; Marek Kocinski; Andrzej Materka; Are Losnegård; Lars Reisæter; Ole J. Halvorsen; Christian Beisland; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2018, Poznan, Poland, September 19-21, 2018, 2018)

CRF-Based Clustering of Pharmacokinetic Curves from Dynamic Contrast-Enhanced MR Images - Jakub Jurek; Mateusz Pelesz; Are Losnegård; Lars Reisæter; Andrzej Wojciechowski; Artur Klepaczko; Ole J. Halvorsen; Christian Beisland; Marek Kocinski; Andrzej Materka; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2018, Poznan, Poland, September 19-21, 2018, 2018)

Automated determination of arterial input function in DCE-MR images of the kidney - Artur Klepaczko; Martyna Muszelska; Eli Eikefjord; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2018, Poznan, Poland, September 19-21, 2018, 2018)

An artificial neural network for GFR estimation in the DCE-MRI studies of the kidneys - Michal Strzelecki; Artur Klepaczko; Martyna Muszelska; Eli Eikefjord; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2018, Poznan, Poland, September 19-21, 2018, 2018)

Numerical simulation of the b-SSFP sequence in MR perfusion-weighted imaging of the kidney - Artur Klepaczko; Piotr Skulimowski; Michal Strzelecki; Ludomir Stefanczyk; Eli Eikefjord; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2018, Poznan, Poland, September 19-21, 2018, 2018)

An overview of deep learning in medical imaging focusing on MRI - Alexander Selvikvåg Lundervold; Arvid Lundervold (CoRR, 2018)

Towards multi-scale personalized modeling of brain vasculature based on magnetic resonance image processing - Marek Kocinski; Andrzej Materka; Andreas Deistung; Jürgen R. Reichenbach; Arvid Lundervold (International Conference on Systems, Signals and Image Processing, IWSSIP 2017, Poznań, Poland, May 22-24, 2017, 2017)

Rule-based data-driven approach for computer aided diagnosis of the peripheral zone prostate cancer from multiparametric MRI: Proof of concept - Jakub Jurek; Marek Kocinski; Andrzej Materka; Are Losnegård; Lars Reisæter; Ole J. Halvorsen; Christian Beisland; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2017, Poznan, Poland, September 20-22, 2017, 2017)

Reconstruction of high-resolution T2W MR images of the prostate using maximum a posteriori approach and Markov random field regularization - Jakub Jurek; Marek Kocinski; Andrzej Materka; Are Losnegård; Lars Reisæter; Ole J. Halvorsen; Christian Beisland; Jarle Rørvik; Arvid Lundervold (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2017, Poznan, Poland, September 20-22, 2017, 2017)

Physical Models for Simulation and Reconstruction of Human Tissue Deformation Fields in Dynamic MRI - Erlend Hodneland; Erik A. Hanson; Antonella Munthe-Kaas; Arvid Lundervold; Jan M. Nordbotten (IEEE Trans. Biomed. Eng., 2016)

Texture analysis of 2D spatial distribution of blood pharmacokinetic model parameters for endometrial carcinoma classification - Marek Kocinski; Andrzej Materka; Arvid Lundervold; Helga Salvesen; Sigmund Ytre-Hauge; Ingfrid Haldorsen (Signal Processing: Algorithms, Architectures, Arrangements, and Applications, SPA 2016, Poznan, Poland, September 21-23, 2016, 2016)

Interactive Visual Analysis of Heterogeneous Cohort-Study Data - Paolo Angelelli; Steffen Oeltze; Judit Haasz; Cagatay Turkay; Erlend Hodneland; Arvid Lundervold; Astri J. Lundervold; Bernhard Preim; Helwig Hauser (IEEE Computer Graphics and Applications, 2014)

Normalized gradient fields for nonlinear motion correction of DCE-MRI time series - Erlend Hodneland; Arvid Lundervold; Jarle Rørvik; Antonella Munthe-Kaas (Comput. Medical Imaging Graph., 2014)

Segmentation-Driven Image Registration-Application to 4D DCE-MRI Recordings of the Moving Kidneys - Erlend Hodneland; Erik A. Hanson; Arvid Lundervold; Jan Modersitzki; Eli Eikefjord; Antonella Munthe-Kaas (IEEE Trans. Image Process., 2014)

A PCA-based thresholding strategy for group studies of brain connectivity - with applications to resting state fMRI - Erik A. Hanson; Erling Tjelta Westlye; Arvid Lundervold (2014 Southwest Symposium on Image Analysis and Interpretation, SSIAI 2014, San Diego, CA, USA, April 6-8, 2014, 2014)

Local/non-local regularized image segmentation using graph-cuts - Erik A. Hanson; Arvid Lundervold (Int. J. Comput. Assist. Radiol. Surg., 2013)

White matter fiber tracking directed by interpolating splines and a methodological framework for evaluation - Are Losnegård; Arvid Lundervold; Erlend Hodneland (Frontiers Neuroinformatics, 2013)

Registration of FA and T1-Weighted MRI Data of Healthy Human Brain Based on Template Matching and Normalized Cross-Correlation - Milos Malinsky; Roman Peter; Erlend Hodneland; Astri J. Lundervold; Arvid Lundervold; Jirí Jan (J. Digit. Imaging, 2013)

General fluid-type intelligence is related to indices of white matter structure in middle-aged and old adults - Judit Haasz; Erling Tjelta Westlye; Sveinung Fjær; Thomas Espeseth; Arvid Lundervold; Astri J. Lundervold (NeuroImage, 2013)

CellSegm - a MATLAB toolbox for high-throughput 3D cell segmentation - Erlend Hodneland; Tanja Kögel; Dominik Michael Frei; Hans-Hermann Gerdes; Arvid Lundervold (Source Code Biol. Medicine, 2013)

Normalized gradient fields and mutual information for motion correction of DCE-MRI images - Erlend Hodneland; Arvid Lundervold; Jarle Rørvik; Antonella Munthe-Kaas (8th International Symposium on Image and Signal Processing and Analysis, ISPA 2013, Trieste, Italy, September 4-6, 2013, 2013)

Hypothesis Generation by Interactive Visual Exploration of Heterogeneous Medical Data - Cagatay Turkay; Arvid Lundervold; Astri Johansen Lundervold; Helwig Hauser (Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data - Third International Workshop, HCI-KDD 2013, Held at SouthCHI 2013, Maribor, Slovenia, July 1-3, 2013. Proceedings, 2013)

Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers - Sheng Li; Frank Zöllner; Andreas D. Merrem; Ying-hong Peng; Jarle Rørvik; Arvid Lundervold; Lothar R. Schad (Comput. Medical Imaging Graph., 2012)

Automated approaches for analysis of multimodal MRI acquisitions in a study of cognitive aging - Erlend Hodneland; Martin Ystad; Judit Haasz; Antonella Munthe-Kaas; Arvid Lundervold (Comput. Methods Programs Biomed., 2012)

3D image texture analysis of simulated and real-world vascular trees - Marek Kocinski; Artur Klepaczko; Andrzej Materka; Martha Chekenya; Arvid Lundervold (Comput. Methods Programs Biomed., 2012)

Episodic memory of APOE \(ε\)4 carriers is correlated with fractional anisotropy, but not cortical thickness, in the medial temporal lobe - Erling Tjelta Westlye; Erlend Hodneland; Judit Haasz; Thomas Espeseth; Arvid Lundervold; Astri J. Lundervold (NeuroImage, 2012)

Representative Factor Generation for the Interactive Visual Analysis of High-Dimensional Data - Cagatay Turkay; Arvid Lundervold; Astri J. Lundervold; Helwig Hauser (IEEE Trans. Vis. Comput. Graph., 2012)

Cortico-striatal connectivity and cognition in normal aging: A combined DTI and resting state fMRI study - Martin Ystad; Erlend Hodneland; Steinunn Adolfsdottir; Judit Haasz; Astri J. Lundervold; Tom Eichele; Arvid Lundervold (NeuroImage, 2011)

Fast marching tractography from multiple diffusion sensitizing directions in MR-DTI from the brain - Are Losnegård; Arvid Lundervold; Judit Haasz; Erlend Hodneland (7th International Symposium on Image and Signal Processing and Analysis, ISPA 2011, Dubrovnik, Croatia, September 4-6, 2011, 2011)

Segmentation of renal compartments in DCE-MRI of human kidney - Frank G. Zöllner; Sheng Li; Jarle Rørvik; Arvid Lundervold; Lothar R. Schad (7th International Symposium on Image and Signal Processing and Analysis, ISPA 2011, Dubrovnik, Croatia, September 4-6, 2011, 2011)

In vivo estimation of glomerular filtration in the kidney using DCE-MRI - Erlend Hodneland; Asmund Kjorstad; Erling Andersen; Jan Ankar Monssen; Arvid Lundervold; Jarle Rørvik; Antonella Munthe-Kaas (7th International Symposium on Image and Signal Processing and Analysis, ISPA 2011, Dubrovnik, Croatia, September 4-6, 2011, 2011)

Future Applications with Diffusion Tensor Imaging - Tomás García-Saiz; Mariano Rincón; Arvid Lundervold (New Challenges on Bioinspired Applications - 4th International Work-conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. Proceedings, Part II, 2011)

Subcortical functional connectivity and verbal episodic memory in healthy elderly - A resting state fMRI study - Martin Ystad; Tom Eichele; Astri J. Lundervold; Arvid Lundervold (NeuroImage, 2010)

Hippocampal volumes are important predictors for memory function in elderly women - Martin Ystad; Astri J. Lundervold; Eike Wehling; Thomas Espeseth; Helge Rootwelt; Lars T. Westlye; Martin Andersson; Steinunn Adolfsdottir; Jonn Geitung; Anders M. Fjell; Ivar Reinvang; Arvid Lundervold (BMC Medical Imaging, 2009)

Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses - Frank Zöllner; Rosario Sance; Peter Rogelj; María J. Ledesma-Carbayo; Jarle Rørvik; Andrés Santos; Arvid Lundervold (Comput. Medical Imaging Graph., 2009)

Shape-Adaptive DCT for Denoising of 3D Scalar and Tensor Valued Images - Ørjan Bergmann; Oddvar Christiansen; Johan Lie; Arvid Lundervold (J. Digit. Imaging, 2009)

A Unified Framework for Automated 3-D Segmentation of Surface-Stained Living Cells and a Comprehensive Segmentation Evaluation - Erlend Hodneland; Nickolay V. Bukoreshtliev; Tilo Wolf Eichler; Xue-Cheng Tai; Steffen Gurke; Arvid Lundervold; Hans-Hermann Gerdes (IEEE Trans. Medical Imaging, 2009)

Fractal dimension analysis of MR images reveals grey matter structure irregularities in schizophrenia - Anca-Larisa Sandu; Inge-Andre Rasmussen Jr.; Arvid Lundervold; Frank Kreuder; Gesche Neckelmann; Kenneth Hugdahl; Karsten Specht (Comput. Medical Imaging Graph., 2008)

Flow Quantification from 2D Phase Contrast MRI in Renal Arteries Using Clustering - Frank Zöllner; Jan Ankar Monssen; Arvid Lundervold; Jarle Rørvik (Bildverarbeitung für die Medizin 2008, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 6. bis 8. April 2008 in Berlin, 2008)

Hierarchical Volume Visualization of Brain Anatomy - Jean-Paul Balabanian; Ivan Viola; Martin Ystad; Arvid Lundervold; Helwig Hauser (13th International Fall Workshop on Vision, Modeling, and Visualization, VMV 2008, Konstanz, Germany, October 8-10, 2008, 2008)

Assessment of Renal Function from 3D Dynamic Contrast Enhanced MR Images Using Independent Component Analysis - Frank Zöllner; Marek Kocinski; Arvid Lundervold; Jarle Rørvik (Bildverarbeitung für die Medizin 2007, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 25.-27. März 2007 in München, 2007)

Level Set Methods for Watershed Image Segmentation - Xue-Cheng Tai; Erlend Hodneland; Joachim Weickert; Nickolay V. Bukoreshtliev; Arvid Lundervold; Hans-Hermann Gerdes (Scale Space and Variational Methods in Computer Vision, First International Conference, SSVM 2007, Ischia, Italy, May 30 - June 2, 2007, Proceedings, 2007)

NG2 expression regulates vascular morphology and function in human brain tumours - C. Brekke; Arvid Lundervold; P. Ø. Enger; Christian Brekken; E. Stålsett; Torben Bach Pedersen; Olav Haraldseth; P. G. Krüger; R. Bjerkvig; Martha Chekenya (NeuroImage, 2006)

Selective increase of cortical thickness in high-performing elderly - structural indices of optimal cognitive aging - Anders M. Fjell; Kristine B. Walhovd; Ivar Reinvang; Arvid Lundervold; David H. Salat; Brian T. Quinn; Bruce Fischl; Anders M. Dale (NeuroImage, 2006)

Diffusion k-tensor Estimation from Q-ball Imaging Using Discretized Principal Axes - Ørjan Bergmann; Gordon L. Kindlmann; Arvid Lundervold; Carl-Fredrik Westin (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2006, 9th International Conference, Copenhagen, Denmark, October 1-6, 2006, Proceedings, Part II, 2006)

Generating a Synthetic Diffusion Tensor Dataset - Ørjan Bergmann; Arvid Lundervold; Trond Steihaug (18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 23-24 June 2005, Dublin, Ireland, 2005)

Noise removal using fourth-order partial differential equation with applications to medical magnetic resonance images in space and time - Marius Lysaker; Arvid Lundervold; Xue-Cheng Tai (IEEE Trans. Image Process., 2003)

Volume distribution of cerebrospinal fluid using multispectral MR imaging - Arvid Lundervold; Torfinn Taxt; Lars Ersland; Anne Marie Fenstad (Medical Image Anal., 2000)

Model-Guided Segmentation of Corpus Callosum in MR Images - Arvid Lundervold; Torfinn Taxt; Nicolae Duta; Anil K. Jain (1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 23-25 June 1999, Ft. Collins, CO, USA, 1999)

Advances in medical imaging - Torfinn Taxt; Arvid Lundervold; Jarle Strand; Sverre Holm (Fourteenth International Conference on Pattern Recognition, ICPR 1998, Brisbane, Australia, 16-20 August, 1998, 1998)

Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images - Arvid Lundervold; Geir Storvik (IEEE Trans. Medical Imaging, 1995)

Multispectral analysis of the brain using magnetic resonance imaging - Torfinn Taxt; Arvid Lundervold (IEEE Trans. Medical Imaging, 1994)

Noise reduction and segmentation in time-varying ultrasound images - Torfinn Taxt; Arvid Lundervold; B. Angelsen (10th IAPR International Conference on Pattern Recognition, Conference A: Computer Vision & Conference B Pattern recognition systems and applications, ICPR 1990, Atlantic City, NJ, USA, 16-21 June, 1990, Volume 1, 1990)