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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2018
 

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
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018

  PDF

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, pages: 1-6

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    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

 

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

 

Skull segmentation from MR scans using a higher-order shape model based on convolutional restricted Boltzmann machines

Puonti, Oula ; Van Leemput, Koen ; Nielsen, Jesper Duemose ; Bauer, Christian ; Siebner, Hartwig Roman ; Madsen, Kristoffer Hougaard ; Thielscher, Axel
part of: Medical Imaging 2018: Image Processing, 2018, SPIE - International Society for Optical Engineering
Presented at:
SPIE Medical Imaging 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1117/12.2293073

  PDF

Slice-wise motion tracking during simultaneous EEG-fMRI

Laustsen, Malte ; Andersen, Mads ; Lehmann, Patrick M. ; Xue, Rong ; Madsen, Kristoffer Hougaard ; Hanson, Lars G.
Presented at:
Joint Annual Meeting ISMRM-ESMRMB 2018

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2018

  PDF

Task-Modulated Cortical Representations of Natural Sound Source Categories

Hjortkjær, Jens ; Kassuba, Tanja ; Madsen, Kristoffer Hougaard ; Skov, Martin ; Siebner, Hartwig R.
in: Cerebral Cortex, vol: 128, issue: 1, pages: 295-306

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1093/cercor/bhx263

 

Testing group differences in state transition structure of dynamic functional connectivity models

Nielsen, Søren Føns Vind ; Vidaurre, Diego ; Madsen, Kristoffer Hougaard ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
part of: Proceedings of 2018 International Workshop on Pattern Recognition in Neuroimaging, pages: 1-4, 2018, IEEE
Presented at:
8th International Workshop on Pattern Recognition in Neuroimaging

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/PRNI.2018.8423966