Publikationer pr. år
Publikationer pr. år
Personlig profil
Expertise
functional brain imaging, machine learning, brain connectivity, causal modelling, signal processing, magnetic resonance imaging, electroencephalography, transcranial brain stimulation, Bayesian statistics.
Primære forskningsområder
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.
Aktuel forskning
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.
Fingeraftryk
Dyk ned i forskningsemnerne, hvor Kristoffer Hougaard Madsen er aktive. Disse emneetiketter kommer fra dennes persons arbejder. Sammen danner de et unikt fingerprint.
- 1 Lignende profiler
Netværk
Seneste eksterne samarbejde på lande-/områdeniveau. Dyk ned i detaljerne ved at klikke på prikkerne eller
Publikation
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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, I: Physics in Medicine and Biology. 68, 2, 025006.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › 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., 9 feb. 2023, (E-pub ahead of print) I: Journal of Alzheimer's Disease.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › 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 flere, mar. 2022, I: Nature protocols. 17, 3, s. 596-617 22 s.Publikation: Bidrag til tidsskrift › Review › peer review
6 Citationer (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, I: European Archives of Psychiatry and Clinical Neuroscience. 272, 5, s. 839-848 10 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Anterior cingulate glutamate levels associate with functional activation and connectivity during sensory integration in schizophrenia: a multimodal 1H-MRS and fMRI study
Cai, X-L., Pu, C-C., Zhou, S-Z., Wang, Y., Huang, J., Lui, S. S. Y., Møller, A., Cheung, E. F. C., Madsen, K. H., Xue, R., Yu, X. & Chan, R. C. K., 6 jul. 2022, I: Psychological Medicine. s. 1-11 11 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Aktiviteter
- 13 Foredrag og mundtlige bidrag
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Automated and Robust Segmentation of the Human Head Anatomy
Oula Puonti (Andet), Koen Van Leemput (Andet), Jesper Duemose Nielsen (Andet), Kristoffer H Madsen (Andet) & Axel Thielscher (Andet)
25 jul. 2019Aktivitet: Tale eller præsentation › Foredrag og mundtlige bidrag
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SimNIBS 3: Simulation, Optimization & Uncertainty Quantification for Transcranial Brain Stimulation
Guilherme Bicalho Saturnino (Andet), Oula Puonti (Andet), Kristoffer H Madsen (Andet) & Axel Thielscher (Foredragsholder)
13 jun. 2019Aktivitet: Tale eller præsentation › Foredrag og mundtlige bidrag
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Can fatigue be measured – a multimodal imaging study.
Christian Bauer (Foredragsholder), Olivia Svolgaard (Foredragsholder), Kasper Winther Andersen (Foredragsholder), Kristoffer H Madsen (Foredragsholder), Finn Thorup Sellebjerg (Foredragsholder), Tim B Dyrby (Foredragsholder) & Hartwig Roman Siebner (Foredragsholder)
7 okt. 2016Aktivitet: Tale eller præsentation › Foredrag og mundtlige bidrag
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Neural correlates of motor fatigue and fatigability in multiple sclerosis - a functional MRI study.
Olivia M Reinhold Svolgaard (Foredragsholder), Kasper Winther Andersen (Foredragsholder), Christian Bauer (Foredragsholder), Kristoffer H Madsen (Foredragsholder), Morten Bjørn Blinkenberg (Foredragsholder), Finn Thorup Sellebjerg (Foredragsholder) & Hartwig Roman Siebner (Foredragsholder)
28 maj 2016Aktivitet: Tale eller præsentation › Foredrag og mundtlige bidrag
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Neural correlates of motor fatigue and fatigability in multiple sclerosis - a functional MRI study.
Olivia M Reinhold Svolgaard (Foredragsholder), Kasper Winther Andersen (Foredragsholder), Christian Bauer (Foredragsholder), Kristoffer H Madsen (Foredragsholder), Estelle Emeline Raffin (Foredragsholder), Morten Bjørn Blinkenberg (Foredragsholder), Finn Thorup Sellebjerg (Foredragsholder) & Hartwig Roman Siebner (Foredragsholder)
29 apr. 2016Aktivitet: Tale eller præsentation › Foredrag og mundtlige bidrag