Research output per year
Research output per year
Personal profile
Expertises
functional brain imaging, machine learning, brain connectivity, causal modelling, signal processing, magnetic resonance imaging, electroencephalography, transcranial brain stimulation, Bayesian statistics.
Main research areas
My research interests are mainly focused on modeling and analysis of neuroimaging data, such as electroenchalography (EEG), (functional) magnetic resonance imaging ((f)MRI), transcranial magnetic/current stimulation, eye-tracking and behavioral variables. The research span from application of existing analysis methods in neuroimaging experiments to the development of novel machine learning methods for the analysis of neuroimaging data and simulation/modeling of electromagnetic fields in brain stimulation methods.
Current research
My current research is concerned with analysis of neuroimaging data using machine learning techniques. In particular, a current focus area is modelling of effective connectivity/causal relations from neuroimaging data, we here aim to perform state informed interventions via brain stimulation to enable causal discovery in brain imaging data.
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Research output
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Decomposition-based framework for tumor classification and prediction of treatment response from longitudinal MRI
Rahbek, S., Mahmood, F., Tomaszewski, M. R., Hanson, L. G. & Madsen, K. H., 5 Jan 2023, In: Physics in Medicine and Biology. 68, 2, 025006.Research output: Contribution to journal › Journal article › Research › peer-review
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Optimized flip angle schemes for the split acquisition of fast spin-echo signals (SPLICE) sequence and application to diffusion-weighted imaging
Rahbek, S., Schakel, T., Mahmood, F., Madsen, K. H., Philippens, M. E. P. & Hanson, L. G., Apr 2023, In: Magnetic Resonance in Medicine. 89, 4, p. 1469-1480 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Safety, Feasibility, and Potential Clinical Efficacy of 40 Hz Invisible Spectral Flicker versus Placebo in Patients with Mild-to-Moderate Alzheimer's Disease: A Randomized, Placebo-Controlled, Double-Blinded, Pilot Study
Agger, M. P., Danielsen, E. R., Carstensen, M. S., Nguyen, N. M., Horning, M., Henney, M. A., Jensen, C. B. R., Baandrup, A. O., Kjær, T. W., Madsen, K. H., Miskowiak, K., Petersen, P. M. & Høgh, P., 2023, In: Journal of Alzheimer's Disease. 92, 2, p. 653-665 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
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A checklist for assessing the methodological quality of concurrent tES-fMRI studies (ContES checklist): a consensus study and statement
Ekhtiari, H., Ghobadi-Azbari, P., Thielscher, A., Antal, A., Li, L. M., Shereen, A. D., Cabral-Calderin, Y., Keeser, D., Bergmann, T. O., Jamil, A., Violante, I. R., Almeida, J., Meinzer, M., Siebner, H. R., Woods, A. J., Stagg, C. J., Abend, R., Antonenko, D., Auer, T., Bächinger, M., & 55 others, Mar 2022, In: Nature protocols. 17, 3, p. 596-617 22 p.Research output: Contribution to journal › Review › peer-review
8 Citations (Scopus) -
Altered empathy-related resting-state functional connectivity in patients with bipolar disorder
Liang, Y-S., Zhou, S-Z., Zhang, Y-J., Center, S-D., Wang, Y., Cheung, E. F. C., Lui, S. S. Y., Yu, X., Madsen, K. H., Ma, Y-T. & Chan, R. C. K., Aug 2022, In: European Archives of Psychiatry and Clinical Neuroscience. 272, 5, p. 839-848 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus)
Activities
- 13 Lecture and oral contribution
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Automated and Robust Segmentation of the Human Head Anatomy
Oula Puonti (Other), Koen Van Leemput (Other), Jesper Duemose Nielsen (Other), Kristoffer H Madsen (Other) & Axel Thielscher (Other)
25 Jul 2019Activity: Talk or presentation › Lecture and oral contribution
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SimNIBS 3: Simulation, Optimization & Uncertainty Quantification for Transcranial Brain Stimulation
Guilherme Bicalho Saturnino (Other), Oula Puonti (Other), Kristoffer H Madsen (Other) & Axel Thielscher (Lecturer)
13 Jun 2019Activity: Talk or presentation › Lecture and oral contribution
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Can fatigue be measured – a multimodal imaging study.
Christian Bauer (Lecturer), Olivia Svolgaard (Lecturer), Kasper Winther Andersen (Lecturer), Kristoffer H Madsen (Lecturer), Finn Thorup Sellebjerg (Lecturer), Tim B Dyrby (Lecturer) & Hartwig Roman Siebner (Lecturer)
7 Oct 2016Activity: Talk or presentation › Lecture and oral contribution
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Neural correlates of motor fatigue and fatigability in multiple sclerosis - a functional MRI study.
Olivia M Reinhold Svolgaard (Lecturer), Kasper Winther Andersen (Lecturer), Christian Bauer (Lecturer), Kristoffer H Madsen (Lecturer), Morten Bjørn Blinkenberg (Lecturer), Finn Thorup Sellebjerg (Lecturer) & Hartwig Roman Siebner (Lecturer)
28 May 2016Activity: Talk or presentation › Lecture and oral contribution
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Neural correlates of motor fatigue and fatigability in multiple sclerosis - a functional MRI study.
Olivia M Reinhold Svolgaard (Lecturer), Kasper Winther Andersen (Lecturer), Christian Bauer (Lecturer), Kristoffer H Madsen (Lecturer), Estelle Emeline Raffin (Lecturer), Morten Bjørn Blinkenberg (Lecturer), Finn Thorup Sellebjerg (Lecturer) & Hartwig Roman Siebner (Lecturer)
29 Apr 2016Activity: Talk or presentation › Lecture and oral contribution