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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2017
 

Quantifying functional connectivity in multi-subject fMRI data using component models

Madsen, Kristoffer Hougaard ; Churchill, Nathan William ; Mørup, Morten
in journal: Human Brain Mapping (ISSN: 1065-9471) (DOI: http://dx.doi.org/10.1002/hbm.23425), vol: 38, issue: 2, pages: 882–899, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1002/hbm.23425

  PDF

Working Memory Modulation of Frontoparietal Network Connectivity in First-Episode Schizophrenia

Nielsen, Jesper Duemose ; Madsen, Kristoffer Hougaard ; Wang, Zheng ; Liu, Zhening ; Friston , Karl J. ; Zhou, Yuan
in journal: Cerebral Cortex (ISSN: 1047-3211) (DOI: http://dx.doi.org/10.1093/cercor/bhx050), 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1093/cercor/bhx050

  PDF

Alterations in the brain's connectome during recovery from severe traumatic brain injury: Protocol for a longitudinal prospective study

Conde, Virginia ; Andreasen, Sara Hesby ; Petersen, Tue Hvass ; Larsen, Karen Busted ; Madsen, Karine ; Andersen, Kasper Winther ; Akopian, Irina ; Madsen, Kristoffer Hougaard ; Hansen, Christian Pilebæk ; Poulsen, Ingrid ; Kammersgaard, Lars Peter ; Siebner, Hartwig Roman
in journal: Open Journal of Ecology (ISSN: 2162-1985) (DOI: http://dx.doi.org/10.1136/bmjopen-2017-016286), vol: 7, issue: 6, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1136/bmjopen-2017-016286

 

Scalable group level probabilistic sparse factor analysis

Hinrich, Jesper Løve ; Nielsen, Søren Føns Vind ; Riis, Nicolai Andre Brogaard ; Eriksen, Casper ; Frøsig, Jacob ; Kristensen, Marco D. F. ; Schmidt, Mikkel Nørgaard ; Madsen, Kristoffer Hougaard ; Mørup, Morten
part of: Proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ISBN: 9781509041169), pages: 6314-6318, 2017, IEEE,
Presented at:
19th International Conference on Acoustics, Speech and Signal Processing, 2017, Kyoto

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/ICASSP.2017.7953371

  PDF

Modeling dynamic functional connectivity using a wishart mixture model

Nielsen, Søren Føns Vind ; Madsen, Kristoffer Hougaard ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
part of: Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging (ISBN: 978-1-5386-3159-1), pages: 1-4, 2017, IEEE,
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging, 2017, Toronto

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/PRNI.2017.7981505

 

Whole-brain functional connectivity predicted by indirect structural connections

Røge, Rasmus ; Ambrosen, Karen Marie Sandø ; Albers, Kristoffer Jon ; Eriksen, Casper Tabassum ; Liptrot, Matthew George ; Schmidt, Mikkel Nørgaard ; Madsen, Kristoffer Hougaard ; Mørup, Morten
part of: Proceedings of 2017 International Workshop on Pattern Recognition in Neuroimaging , pages: 4 pp., 2017, IEEE,
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging, 2017, Toronto

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/PRNI.2017.7981496

  PDF

Infinite von Mises-Fisher Mixture Modeling of Whole Brain fMRI Data

Røge, Rasmus ; Madsen, Kristoffer Hougaard ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
in journal: Neural Computation (ISSN: 0899-7667) (DOI: http://dx.doi.org/10.1162/neco_a_01000), pages: 1-30, 2017

Type: Journal article (Peer reviewed)

Status: E-pub ahead of print     |    Year: 2017     |    DOI: http://dx.doi.org/10.1162/neco_a_01000

2016
 

Measuring Motion-Induced B0-Fluctuations in the Brain Using Field Probes

Andersen, Mads ; Hanson, Lars G. ; Madsen, Kristoffer Hougaard ; Wezel, Joep ; Boer, Vincent ; van der Velden, Tijl ; van Osch, Matthias J.P. ; Klomp, Dennis ; Webb, Andrew G. ; Versluis, Maarten J.
in journal: Magnetic Resonance in Medicine (ISSN: 0740-3194) (DOI: http://dx.doi.org/10.1002/mrm.25802), vol: 75, issue: 5, pages: 2020-2030, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1002/mrm.25802

  PDF

Aberrant neural signatures of decision-making: Pathological gamblers display cortico-striatal hypersensitivity to extreme gambles

Gelskov, Sofie V. ; Madsen, Kristoffer Hougaard ; Ramsøy, Thomas Z. ; Siebner, Hartwig R.
in journal: Neuroimage (ISSN: 1053-8119) (DOI: http://dx.doi.org/10.1016/j.neuroimage.2016.01.002), vol: 128, pages: 342-352, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.neuroimage.2016.01.002

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Resting-State Connectivity Predicts Levodopa-Induced Dyskinesias in Parkinson's Disease

Herz, Damian M. ; Haagensen, Brian N. ; Nielsen, Silas H. ; Madsen, Kristoffer Hougaard ; Løkkegaard, Annemette ; Siebner, Hartwig R.
in journal: Movement Disorders (ISSN: 0885-3185) (DOI: http://dx.doi.org/10.1002/mds.26540), vol: 31, issue: 4, pages: 521-529, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1002/mds.26540