• Richard Petersens Plads, 321, 118

    2800 Kgs. Lyngby

    Denmark

20042021
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Research Output 2005 2020

2020
13 Downloads (Pure)

Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data

Cai, X. L., Xie, D. J., Madsen, K. H., Wang, Y. M., Bögemann, S. A., Cheung, E. F. C., Møller, A. & Chan, R. C. K., 1 Jan 2020, In : Human Brain Mapping. 41, 1, p. 172-184 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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15 Downloads (Pure)

Value and limitations of intracranial recordings for validating electric field modeling for transcranial brain stimulation

Puonti, O., Saturnino, G. B., Madsen, K. H. & Thielscher, A., 1 Mar 2020, In : NeuroImage. 208, 14 p., 116431.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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2019

Accessibility of cortical regions to focal TES: Dependence on spatial position, safety, and practical constraints

Saturnino, G. B., Siebner, H. R., Thielscher, A. & Madsen, K. H., 1 Dec 2019, In : NeuroImage. 203, 17 p., 116183.

Research output: Contribution to journalJournal articleResearchpeer-review

Analysis of Chromatographic Data using the Probabilistic PARAFAC2

Jørgensen, P. J. H., Nielsen, S. F. V., Hinrich, J. L., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2019, Proceedings of Second Workshop on Machine Learning and the Physical Sciences. 5 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

173 Downloads (Pure)

A principled approach to conductivity uncertainty analysis in electric field calculations

Saturnino, G. B., Thielscher, A., Madsen, K. H., Knösche, T. R. & Weise, K., 2019, In : NeuroImage. 188, p. 821-834 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task

Krohne, L. G., Wang, Y., Hinrich, J. L., Mørup, M., Chan, R. C. K. & Madsen, K. H., 2019, In : Human Brain Mapping. 40, 17, p. 4965-4981 17 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Electric Field Simulations for Transcranial Brain Stimulation using FEM: an efficient implementation and error analysis

Saturnino, G. B., Madsen, K. H. & Thielscher, A., 2019, In : Journal of Neural Engineering. 16, 6, 27 p., 066032.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Karabanov, A. N., Irmen, F., Madsen, K. H., Haagensen, B. N., Schulze, S., Bisgaard, T. & Siebner, H. R., 2019, In : NeuroImage. 189, p. 32-44

Research output: Contribution to journalJournal articleResearchpeer-review

Identifying Schizo-Obsessive Comorbidity by Tract-Based Spatial Statistics and Probabilistic Tractography

Wang, Y-M., Yang, Z-Y., Cai, X-L., Zhou, H-Y., Zhang, R-T., Yang, H-X., Liang, Y-S., Zhu, X-Z., Madsen, K. H., Sørensen, T. A., Møller, A., Wang, Z., Cheung, E. F. C. & Chan, R. C. K., 2019, In : Schizophrenia Bulletin. p. 1-12 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Limited Colocalization of Microbleeds and Microstructural Changes after Severe Traumatic Brain Injury

Andreasen, S. H., Andersen, K. W., Conde, V., Dyrby, T. B., Puonti, O., Kammersgaard, L. P., Madsen, C. G., Madsen, K. H., Poulsen, I. & Siebner, H. R., 2019, In : Journal of Neurotrauma. 36 p.

Research output: Contribution to journalJournal articleResearchpeer-review

89 Downloads (Pure)

No trace of phase: Corticomotor excitability is not tuned by phase of pericentral mu-rhythm

Madsen, K. H., Karabanov, A. N., Krohne, L. G., Gylling Safeldt, M., Tomasevic, L. & Siebner, H. R., 2019, In : Brain Stimulation. 12, 5, p. 1261-1270 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Searchlight classification based on Amplitude of Low Frequency Fluctuation and functional connectivity in individuals with obsessive-compulsive symptoms

Wang, Y., Cai, X., Zhang, R., Wang, Y., Madsen, K. H., Sørensen, T. A., Møller, A., Cheung, E. F. C. & Chan, R. C. K., 2019, In : Cognitive Neuropsychiatry. 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

22 Downloads (Pure)

SimNIBS 2.1: A Comprehensive Pipeline for Individualized Electric Field Modelling for Transcranial Brain Stimulation

Saturnino, G. B., Puonti, O., Nielsen, J. D., Antonenko, D., Madsen, K. H. & Thielscher, A., 2019, Brain and Human Body Modeling. Springer, p. 3-25

Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

Open Access
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219 Downloads (Pure)

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

Hansen, S. T., Hemakom, A., Gylling Safeldt, M., Krohne, L. K., Madsen, K. H., Siebner, H. R., Mandic, D. P. & Hansen, L. K., 1 Jan 2019, In : Computational Intelligence and Neuroscience. 2019, 16 p., 5618303.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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10 Downloads (Pure)

Whole-Brain Exploratory Analysis of Functional Task Response Following Erythropoietin Treatment in Mood Disorders: A Supervised Machine Learning Approach

Nielsen, S. F. V., Madsen, K. H., Vinberg, M., Kessing, L. V., Siebner, H. R. & Miskowiak, K. W., 2019, In : Frontiers in Neuroscience. 13, 11 p., 1246.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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2018
201 Downloads (Pure)

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

Nielsen, J. D., Madsen, K. H., Puonti, O., Siebner, H. R., Bauer, C., Madsen, C. G., Saturnino, G. B. & Thielscher, A., 2018, In : NeuroImage. 174, p. 587-598

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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141 Downloads (Pure)

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

Svolgaard, O., Andersen, K. W., Bauer, C., Madsen, K. H., Blinkenberg, M., Selleberg, F. & Siebner, H. R., 1 Oct 2018, In : PLOS ONE. 13, 10, e0201162.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy

Nielsen, S. F. V., Levin-Schwartz, Y., Vidaurre, D., Adali, T., Calhoun, V. D., Madsen, K. H., Hansen, L. K. & Mørup, M., 2018, Proceedings of 2018 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 2566-2570

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

172 Downloads (Pure)

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

Dogonowski, A. M., Andersen, K. W., Sellebjerg, F., Schreiber, K., Madsen, K. H. & Siebner, H. R., 2018, In : NeuroImage. 190, p. 269-274

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Migraine with visual aura associated with thicker visual cortex

Gaist, D., Hougaard, A., Garde, E., Reislev, N. L., Wiwie, R., Iversen, P., Madsen, C. G., Blaabjerg, M., Nielsen, H. H., Krøigard, T., Østergaard, K., Kyvik, K. O., Hjelmborg, J., Madsen, K., Siebner, H. R. & Ashina, M., 1 Mar 2018, In : Brain. 141, 3, p. 776-785

Research output: Contribution to journalJournal articleResearchpeer-review

Perspectives on Machine Learning for Classification of Schizotypy Using fMRI Data

Madsen, K. H., Krohne, L. G., Cai, X-L., Wang, Y. & Chan, R. C. K., 2018, In : Schizophrenia Bulletin. 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

167 Downloads (Pure)

Predictive assessment of models for dynamic functional connectivity

Nielsen, S. F. V., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2018, In : NeuroImage. 171, 35 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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15 Downloads (Pure)

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

Puonti, O., Van Leemput, K., Nielsen, J. D., Bauer, C., Siebner, H. R., Madsen, K. H. & Thielscher, A., 2018, Medical Imaging 2018: Image Processing. E. D. A. & B. A. L. (eds.). SPIE - International Society for Optical Engineering, Vol. 10574. 8 p. (Proceedings of SPIE, the International Society for Optical Engineering).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
File
99 Downloads (Pure)

Slice-wise motion tracking during simultaneous EEG-fMRI

Laustsen, M., Andersen, M., Lehmann, P. M., Xue, R., Madsen, K. H. & Hanson, L. G., 2018. 2 p.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
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173 Downloads (Pure)

Task-Modulated Cortical Representations of Natural Sound Source Categories

Hjortkjær, J., Kassuba, T., Madsen, K. H., Skov, M. & Siebner, H. R., 2018, In : Cerebral Cortex. 128, 1, p. 295-306 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Nielsen, S. F. V., Vidaurre, D., Madsen, K. H., Schmidt, M. N. & Mørup, M., 2018, Proceedings of 2018 International Workshop on Pattern Recognition in Neuroimaging. IEEE, p. 1-4

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

3 Downloads (Pure)

Variational bayesian partially observed non-negative tensor factorization

Hinrich, J. L., Nielsen, S. F. V., Madsen, K. H. & Mørup, M., 2018, Proceedings of 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing. IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

2017
164 Downloads (Pure)

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

Conde, V., Andreasen, S. H., Petersen, T. H., Larsen, K. B., Madsen, K., Andersen, K. W., Akopian, I., Madsen, K. H., Hansen, C. P., Poulsen, I., Kammersgaard, L. P. & Siebner, H. R., 2017, In : BMJ Open. 7, 6, 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring

Vilamala, A., Madsen, K. H. & Hansen, L. K., 2017, Proceedings of the 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

114 Downloads (Pure)

Gradient distortions in EEG provide motion tracking during simultaneous EEG-fMRI

Laustsen, M., Andersen, M., Madsen, K. H. & Hanson, L. G., 2017. 2 p.

Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

Open Access
File
204 Downloads (Pure)

How to target inter-regional phase synchronization with dual-site Transcranial Alternating Current Stimulation

Saturnino, G. B., Madsen, K. H., Siebner, H. R. & Thielscher, A., 1 Dec 2017, In : NeuroImage. 163, p. 68-80

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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396 Downloads (Pure)

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

Røge, R., Madsen, K. H., Schmidt, M. N. & Mørup, M., 2017, In : Neural Computation. 29, 10, p. 2712-2741

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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283 Downloads (Pure)

Modeling dynamic functional connectivity using a wishart mixture model

Nielsen, S. F. V., Madsen, K. H., Schmidt, M. N. & Mørup, M., 2017, Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging. IEEE, p. 1-4 4 p. (2017 International Workshop on Pattern Recognition in Neuroimaging (prni)).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Open Access
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1 Downloads (Pure)

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

Madsen, K. H., Churchill, N. W. & Mørup, M., 2017, In : Human Brain Mapping. 38, 2, p. 882–899 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

162 Downloads (Pure)

Risk for affective disorders is associated with greater prefrontal gray matter volumes: A prospective longitudinal study

Macoveanu, J., Baaré, W., Madsen, K. H., Kessing, L. V., Siebner, H. R. & Vinberg, M., 2017, In : NeuroImage: Clinical. 27 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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Scalable group level probabilistic sparse factor analysis

Hinrich, J. L., Nielsen, S. F. V., Riis, N. A. B., Eriksen, C., Frøsig, J., Kristensen, M. D. F., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2017, Proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 6314-6318 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Whole-brain functional connectivity predicted by indirect structural connections

Røge, R., Ambrosen, K. M. S., Albers, K. J., Eriksen, C. T., Liptrot, M. G., Schmidt, M. N., Madsen, K. H. & Mørup, M., 2017, Proceedings of 2017 International Workshop on Pattern Recognition in Neuroimaging . IEEE, p. 4 pp. (2017 International Workshop on Pattern Recognition in Neuroimaging (prni)).

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

303 Downloads (Pure)

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

Nielsen, J. D., Madsen, K. H., Wang, Z., Liu, Z., Friston, K. J. & Zhou, Y., 2017, In : Cerebral Cortex. 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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2016
241 Downloads (Pure)

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

Gelskov, S. V., Madsen, K. H., Ramsøy, T. Z. & Siebner, H. R., 2016, In : NeuroImage. 128, p. 342-352

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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1 Downloads (Pure)

Archetypal Analysis for Modeling Multisubject fMRI Data

Hinrich, J. L., Bardenfleth, S. E., Røge, R., Churchill, N. W., Madsen, K. H. & Mørup, M., 2016, In : I E E E Journal on Selected Topics in Signal Processing. 10, 7, p. 1160-1171

Research output: Contribution to journalJournal articleResearchpeer-review

1 Downloads (Pure)

Independent vector analysis for capturing common components in fMRI group analysis

Engberg, A. M. E., Andersen, K. W., Mørup, M. & Madsen, K. H., 2016, Proceedings of the 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI 2016). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

1 Downloads (Pure)

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

Andersen, M., Hanson, L. G., Madsen, K. H., Wezel, J., Boer, V., van der Velden, T., van Osch, M. J. P., Klomp, D., Webb, A. G. & Versluis, M. J., 2016, In : Magnetic Resonance in Medicine. 75, 5, p. 2020-2030

Research output: Contribution to journalJournal articleResearchpeer-review

Prospective motion correction for MRI using EEG-equipment

Andersen, M., Madsen, K. H. & Hanson, L. G., 2016, Proceedings of the 24th ISMRM conference. p. 4254 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearchpeer-review

130 Downloads (Pure)

Recovery from an acute relapse is associated with changes in motor resting-state connectivity in multiple sclerosis

Dogonowski, A-M., Blinkenberg, M., Paulson, O. B., Sellebjerg, F., Sørensen, P. S., Siebner, H. R. & Madsen, K. H., 2016, In : Journal of Neurology, Neurosurgery and Psychiatry. 87, p. 912-914 3 p.

Research output: Contribution to journalLetterResearchpeer-review

Open Access
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166 Downloads (Pure)

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

Herz, D. M., Haagensen, B. N., Nielsen, S. H., Madsen, K. H., Løkkegaard, A. & Siebner, H. R., 2016, In : Movement Disorders. 31, 4, p. 521-529

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
134 Downloads (Pure)

Task relevance differentially shapes ventral visual stream sensitivity to visible and invisible faces

Kouider, S., Barbot, A., Madsen, K. H., Lehericy, S. & Summerfield, C., 2016, In : Neuroscience of Consciousness. 2016, 1, 8 p., niw021.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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The Functional Segregation and Integration Model: Mixture Model Representations of Consistent and Variable Group-Level Connectivity in fMRI

Churchill, N. W., Madsen, K. H. & Mørup, M., 2016, In : Neural Computation. 28, 10, p. 2250-2290

Research output: Contribution to journalJournal articleResearchpeer-review

Variational group-PCA for intrinsic dimensionality determination in fMRI data

Hinrich, J. L., Nielsen, S. F. V., Madsen, K. H. & Mørup, M., 2016, Proceedings of the 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI 2016). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

2015
160 Downloads (Pure)

Abnormal dopaminergic modulation of striato-cortical networks underlies levodopa-induced dyskinesias in humans

Herz, D. M., Haagensen, B. N., Christensen, M. S., Madsen, K. H., Rowe, J. B., Løkkegaard, A. & Siebner, H. R., 2015, In : Brain. 138, 6, p. 1658-1666

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
333 Downloads (Pure)

Amygdala signals subjective appetitiveness and aversiveness of mixed gambles

Gelskov, S. V., Henningsson, S., Madsen, K. H., Siebner, H. R. & Ramsoy, T. Z., 2015, In : Cerebral Cortex. 66, p. 81-90

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
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