Kristoffer Hougaard Madsen

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Functional Connectivity

Top Venues

Publications

Qi Li, Xinyu Lai, Ting Li, Kristoffer Hougaard Madsen, Jing Xiao, Kesong Hu, Chunliang Feng, Di Fu, Xun Liu
Brain responses to self- and other- unfairness under resource distribution context: Meta-analysis of fMRI studies. NeuroImage 297 (2024)
Sadaf Farkhani, Naiara Demnitz, Carl-Johan Boraxbekk, Henrik Lundell, Hartwig Roman Siebner, Esben Thade Petersen, Kristoffer Hougaard Madsen
End-to-end volumetric segmentation of white matter hyperintensities using deep learning. Comput. Methods Programs Biomed. 245 (2024)
Vladyslav Zalevskyi, Kristoffer Hougaard Madsen
SYNCS: Synthetic Data and Contrastive Self-Supervised Training for Central Sulcus Segmentation. CoRR (2024)
Anke N. Karabanov, Gaetana Chillemi, Kristoffer Hougaard Madsen, Hartwig Roman Siebner
Dynamic involvement of premotor and supplementary motor areas in bimanual pinch force control. NeuroImage 276 (2023)
Jesper D. Nielsen, Oula Puonti, Rong Xue, Axel Thielscher, Kristoffer Hougaard Madsen
Evaluating the influence of anatomical accuracy and electrode positions on EEG forward solutions. NeuroImage 277 (2023)
Pola Schwöbel, Frederik Rahbæk Warburg, Martin Jørgensen, Kristoffer Hougaard Madsen, Søren Hauberg
Probabilistic spatial transformer networks. UAI (2022)
Oula Puonti, Guilherme B. Saturnino, Kristoffer Hougaard Madsen, Axel Thielscher
Value and limitations of intracranial recordings for validating electric field modeling for transcranial brain stimulation. NeuroImage 208 (2020)
Guilherme B. Saturnino, Hartwig Roman Siebner, Axel Thielscher, Kristoffer Hougaard Madsen
Accessibility of cortical regions to focal TES: Dependence on spatial position, safety, and practical constraints. NeuroImage 203 (2019)
Anne-Marie Dogonowski, Kasper Winther Andersen, Finn Sellebjerg, Karen Schreiber, Kristoffer Hougaard Madsen, Hartwig R. Siebner
Functional neuroimaging of recovery from motor conversion disorder: A case report. NeuroImage 190 (2019)
Anke N. Karabanov, Friederike Irmen, Kristoffer Hougaard Madsen, Brian Numelin Haagensen, Svend Schulze, Thue Bisgaard, Hartwig Roman Siebner
Getting to grips with endoscopy - Learning endoscopic surgical skills induces bi-hemispheric plasticity of the grasping network. NeuroImage 189 (2019)
Sofie Therese Hansen, Apit Hemakom, Mads Gylling Safeldt, Lærke Karen Krohne, Kristoffer Hougaard Madsen, Hartwig R. Siebner, Danilo P. Mandic, Lars Kai Hansen
Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition. Comput. Intell. Neurosci. 2019 (2019)
Guilherme B. Saturnino, Axel Thielscher, Kristoffer Hougaard Madsen, Thomas R. Knösche, Konstantin Weise
A principled approach to conductivity uncertainty analysis in electric field calculations. NeuroImage 188 (2019)
Søren Føns Vind Nielsen, Yuri Levin-Schwartz, Diego Vidaurre, Tülay Adali, Vince D. Calhoun, Kristoffer Hougaard Madsen, Lars Kai Hansen, Morten Mørup
Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. ICASSP (2018)
Oula Puonti, Koen Van Leemput, Jesper D. Nielsen, Christian Bauer, Hartwig Roman Siebner, Kristoffer Hougaard Madsen, Axel Thielscher
Skull segmentation from MR scans using a higher-order shape model based on convolutional restricted Boltzmann machines. Medical Imaging: Image Processing (2018)
Jesper D. Nielsen, Kristoffer Hougaard Madsen, Oula Puonti, Hartwig R. Siebner, Christian Bauer, Camilla Gøbel Madsen, Guilherme B. Saturnino, Axel Thielscher
Automatic skull segmentation from MR images for realistic volume conductor models of the head: Assessment of the state-of-the-art. NeuroImage 174 (2018)
Søren Føns Vind Nielsen, Diego Vidaurre, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup
Testing group differences in state transition structure of dynamic functional connectivity models. PRNI (2018)
Philip J. H. Jørgensen, Søren Føns Vind Nielsen, Jesper Løve Hinrich, Mikkel N. Schmidt, Kristoffer Hougaard Madsen, Morten Mørup
Probabilistic PARAFAC2. CoRR (2018)
Jesper Løve Hinrich, Søren Føns Vind Nielsen, Kristoffer Hougaard Madsen, Morten Mørup
Variational Bayesian Partially observed non-Negative Tensor Factorization. MLSP (2018)
Søren Føns Vind Nielsen, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup
Modeling dynamic functional connectivity using a wishart mixture model. PRNI (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring. CoRR (2017)
Guilherme B. Saturnino, Kristoffer Hougaard Madsen, Hartwig Roman Siebner, Axel Thielscher
How to target inter-regional phase synchronization with dual-site Transcranial Alternating Current Stimulation. NeuroImage 163 (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring. MLSP (2017)
Rasmus Erbou Roge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup
Infinite von Mises-Fisher Mixture Modeling of Whole Brain fMRI Data. Neural Comput. 29 (10) (2017)
Jesper Løve Hinrich, Søren Føns Vind Nielsen, Nicolai André Brogaard Riis, Casper T. Eriksen, Jacob Frosig, Marco D. F. Kristensen, Mikkel N. Schmidt, Kristoffer Hougaard Madsen, Morten Mørup
Scalable group level probabilistic sparse factor analysis. ICASSP (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Adaptive Smoothing in fMRI Data Processing Neural Networks. CoRR (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Adaptive smoothing in fMRI data processing neural networks. PRNI (2017)
Astrid M. E. Engberg, Kasper Winther Andersen, Morten Mørup, Kristoffer Hougaard Madsen
Independent vector analysis for capturing common components in fMRI group analysis. PRNI (2016)
David Meder, Kristoffer Hougaard Madsen, Oliver J. Hulme, Hartwig R. Siebner
Chasing probabilities - Signaling negative and positive prediction errors across domains. NeuroImage 134 (2016)
Sofie V. Gelskov, Kristoffer Hougaard Madsen, Thomas Z. Ramsøy, Hartwig R. Siebner
Aberrant neural signatures of decision-making: Pathological gamblers display cortico-striatal hypersensitivity to extreme gambles. NeuroImage 128 (2016)
Jesper Løve Hinrich, Sophia Elizabeth Bardenfleth, Rasmus Erbou Roge, Nathan William Churchill, Kristoffer Hougaard Madsen, Morten Mørup
Archetypal Analysis for Modeling Multisubject fMRI Data. IEEE J. Sel. Top. Signal Process. 10 (7) (2016)
Nathan William Churchill, Kristoffer Hougaard Madsen, Morten Mørup
The Functional Segregation and Integration Model: Mixture Model Representations of Consistent and Variable Group-Level Connectivity in fMRI. Neural Comput. 28 (10) (2016)
Jesper Løve Hinrich, Søren Føns Vind Nielsen, Kristoffer Hougaard Madsen, Morten Mørup
Variational group-PCA for intrinsic dimensionality determination in fMRI data. PRNI (2016)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Towards end-to-end optimisation of functional image analysis pipelines. CoRR (2016)
Rasmus Erbou Roge, Kristoffer Hougaard Madsen, Mikkel N. Schmidt, Morten Mørup
Unsupervised segmentation of task activated regions in fMRI. MLSP (2015)
Kasper Winther Andersen, Kristoffer Hougaard Madsen, Hartwig Roman Siebner, Mikkel N. Schmidt, Morten Mørup, Lars Kai Hansen
Non-parametric Bayesian graph models reveal community structure in resting state fMRI. NeuroImage 100 (2014)
Kasper Winther Andersen, Morten Mørup, Hartwig R. Siebner, Kristoffer Hougaard Madsen, Lars Kai Hansen
Identifying modular relations in complex brain networks. MLSP (2012)
Peter Mondrup Rasmussen, Trine Julie Abrahamsen, Kristoffer Hougaard Madsen, Lars Kai Hansen
Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation. NeuroImage 60 (3) (2012)
Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen, Nathan William Churchill, Stephen C. Strother
Model sparsity and brain pattern interpretation of classification models in neuroimaging. Pattern Recognit. 45 (6) (2012)
Peter Mondrup Rasmussen, Tanya Schmah, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Grigori Yourganov, Stephen C. Strother, Lars Kai Hansen
Visualization of Nonlinear Classification Models in Neuroimaging - Signed Sensitivity Maps. BIOSIGNALS (2012)
Peter Mondrup Rasmussen, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Lars Kai Hansen
Visualization of nonlinear kernel models in neuroimaging by sensitivity maps. NeuroImage 55 (3) (2011)
Kasper Winther Andersen, Kristoffer Hougaard Madsen, Hartwig R. Siebner, Lars Kai Hansen, Morten Mørup
Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling. MLINI (2011)
Morten Mørup, Lars Kai Hansen, Kristoffer Hougaard Madsen
Frequency constrained ShiftCP modeling of neuroimaging data. ACSCC (2011)
Morten Mørup, Lars Kai Hansen, Kristoffer Hougaard Madsen
Modeling latency and shape changes in trial based neuroimaging data. ACSCC (2011)
Toke Jansen Hansen, Lars Kai Hansen, Kristoffer Hougaard Madsen
Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI. MLINI (2011)
Morten Mørup, Kristoffer Hougaard Madsen, Anne-Marie Dogonowski, Hartwig R. Siebner, Lars Kai Hansen
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI. NIPS (2010)
Troels Bjerre, Jonas Henriksen, Carsten Haagen Nielsen, Peter Mondrup Rasmussen, Lars Kai Hansen, Kristoffer Hougaard Madsen
Unified ICA-SPM Analysis of fMRI Experiments - Implementation of an ICA Graphical user Interface for the SPM Pipeline. BIOSIGNALS (2009)
Daniel J. Jacobsen, Lars Kai Hansen, Kristoffer Hougaard Madsen
Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics. Neural Comput. 20 (3) (2008)
Kirsten Korsholm, Kristoffer Hougaard Madsen, Jette L. Frederiksen, James B. Rowe, Torben Ellegaard Lund
Cortical neuroplasticity in patients recovering from acute optic neuritis. NeuroImage 42 (2) (2008)
Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen
Approximate L0 constrained non-negative matrix and tensor factorization. ISCAS (2008)
Morten Mørup, Lars Kai Hansen, Sidse Marie Arnfred, Lek-Heng Lim, Kristoffer Hougaard Madsen
Shift-invariant multilinear decomposition of neuroimaging data. NeuroImage 42 (4) (2008)
Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen
Shifted Independent Component Analysis. ICA (2007)
Axel Larsen, Kristoffer Hougaard Madsen, Torben Ellegaard Lund, Claus Bundesen
Images of Illusory Motion in Primary Visual Cortex. J. Cogn. Neurosci. 18 (7) (2006)
Mark Schram Christensen, Thomas Z. Ramsøy, Torben Ellegaard Lund, Kristoffer Hougaard Madsen, James B. Rowe
An fMRI study of the neural correlates of graded visual perception. NeuroImage 31 (4) (2006)
Daniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen
Identification of non-linear models of neural activity in BOLD fMRI. ISBI (2006)
Torben Ellegaard Lund, Kristoffer Hougaard Madsen, Karam Sidaros, Wen-Lin Luo, Thomas E. Nichols
Non-white noise in fMRI: Does modelling have an impact? NeuroImage 29 (1) (2006)
Lars Kai Hansen, Kristoffer Hougaard Madsen, Tue Lehn-Schiøler
Adaptive regularization of noisy linear inverse problems. EUSIPCO (2006)