Kristoffer Hougaard Madsen

Kristoffer Hougaard Madsen

Associate Professor

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 321, room 118

2800 Kgs. Lyngby

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2019
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Unmixing oscillatory brain activity by EEG source localization and empirical mode decomposition

Hansen, Sofie Therese ; Hemakom, Apit ; Gylling Safeldt, Mads ; Krohne, Lærke Karen ; Madsen, Kristoffer Hougaard ; Siebner, Hartwig R. ; Mandic, Danilo P. ; Hansen, Lars Kai
in: Computational Intelligence and Neuroscience, vol: 2019

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1155/2019/5618303

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A principled approach to conductivity uncertainty analysis in electric field calculations

Saturnino, Guilherme B. ; Thielscher, Axel ; Madsen, Kristoffer Hougaard ; Knösche, Thomas R. ; Weise, Konstantin
in: NeuroImage, vol: 188, pages: 821-834

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.neuroimage.2018.12.053

 

Getting to grips with endoscopy - Learning endoscopic surgical skills induces bi-hemispheric plasticity of the grasping network

Karabanov, Anke Ninija ; Irmen, Friederike ; Madsen, Kristoffer Hougaard ; Haagensen, Brian Numelin ; Schulze, Svend ; Bisgaard, Thue ; Siebner, Hartwig Roman
in: NeuroImage, vol: 189, pages: 32-44

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.neuroimage.2018.12.030

2018
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Cerebellar and premotor activity during a non-fatiguing grip task reflects motor fatigue in relapsing-remitting multiple sclerosis

Svolgaard, Olivia ; Andersen, Kasper Winther ; Bauer, Christian ; Madsen, Kristoffer Hougaard ; Blinkenberg, Morten ; Selleberg, Finn ; Siebner, Hartwig Roman
in: PLOS ONE, vol: 13, issue: 10

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1371/journal.pone.0201162

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Automatic skull segmentation from MR images for realistic volume conductor models of the head: Assessment of the state-of-the-art

Nielsen, Jesper Duemose ; Madsen, Kristoffer Hougaard ; Puonti, Oula ; Siebner, Hartwig R. ; Bauer, Christian ; Madsen, Camilla Gøbel ; Saturnino, Guilherme B. ; Thielscher, Axel
in: NeuroImage

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.neuroimage.2018.03.001

 

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, Søren Føns Vind ; Levin-Schwartz, Yuri ; Vidaurre, Diego ; Adali, Tulay ; Calhoun, Vince D. ; Madsen, Kristoffer Hougaard ; Hansen, Lars Kai ; Mørup, Morten
part of: Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, pages: 2566-2570, 2018, IEEE
Presented at:
2018 IEEE International Conference on Acoustics, Speech and Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ICASSP.2018.8462310

 

Functional Connectivity using a Wishart Mixture Model

Nielsen, Søren Føns Vind ; Madsen, Kristoffer Hougaard ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
part of: Proceedings of International Workshop on Pattern Recognition in Neuroimaging , 2018, IEEE
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/PRNI.2017.7981505

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Functional neuroimaging of recovery from motor conversion disorder: A case report

Dogonowski, A M ; Andersen, Kasper W. ; Sellebjerg, F ; Schreiber, Karen ; Madsen, K H ; Siebner, Hartwig R.
in: NeuroImage, vol: 190, pages: 269-274

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.neuroimage.2018.03.061

 

Perspectives on Machine Learning for Classification of Schizotypy Using fMRI Data

Madsen, Kristoffer Hougaard ; Krohne, Laerke G (Invited author) ; Cai, Xin-Lu (Invited author) ; Wang, Yi (Invited author) ; Chan, Raymond C K (Invited author)
in: Schizophrenia Bulletin

Type: Journal article (Peer reviewed)     |     Invited contribution

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1093/schbul/sby026

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Predictive assessment of models for dynamic functional connectivity

Nielsen, Søren Føns Vind ; Schmidt, Mikkel Nørgaard ; Madsen, Kristoffer Hougaard ; Mørup, Morten
in: NeuroImage, vol: 171

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.neuroimage.2017.12.084