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Predictive modeling of TMS-evoked responses: Unraveling instantaneous excitability states.

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Title: Predictive modeling of TMS-evoked responses: Unraveling instantaneous excitability states.
Authors: Ahola O; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Haxel L; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany; Excellence Cluster Machine Learning, University of Tübingen, Tübingen, Germany., Ermolova M; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany., Humaidan D; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany., Mutanen TP; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Laine M; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Makkonen M; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Ukharova E; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland; BioMag Laboratory, HUS Medical Imaging Center, Aalto University, University of Helsinki and Helsinki University Hospital, Helsinki, Finland., Roine T; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Lioumis P; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland; BioMag Laboratory, HUS Medical Imaging Center, Aalto University, University of Helsinki and Helsinki University Hospital, Helsinki, Finland., Guidotti R; lnstitute for Advanced Biomedical Technologies, University of Chieti-Pescara, Chieti, Italy; Department of Neuroscience and Imaging, University of Chieti-Pescara, Chieti, Italy., Llmoniemi RJ; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Ziemann U; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany. Electronic address: ulf.ziemann@uni-tuebingen.de.
Source: NeuroImage [Neuroimage] 2025 Nov 15; Vol. 322, pp. 121553. Date of Electronic Publication: 2025 Oct 30.
Publication Type: Journal Article
Journal Info: Publisher: Academic Press Country of Publication: United States NLM ID: 9215515 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9572 (Electronic) Linking ISSN: 10538119 NLM ISO Abbreviation: Neuroimage Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Ahola+O%22">Ahola O</searchLink>; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Haxel+L%22">Haxel L</searchLink>; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany; Excellence Cluster Machine Learning, University of Tübingen, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Ermolova+M%22">Ermolova M</searchLink>; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Humaidan+D%22">Humaidan D</searchLink>; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Mutanen+TP%22">Mutanen TP</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Laine+M%22">Laine M</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Makkonen+M%22">Makkonen M</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Ukharova+E%22">Ukharova E</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland; BioMag Laboratory, HUS Medical Imaging Center, Aalto University, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Roine+T%22">Roine T</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Lioumis+P%22">Lioumis P</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland; BioMag Laboratory, HUS Medical Imaging Center, Aalto University, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Guidotti+R%22">Guidotti R</searchLink>; lnstitute for Advanced Biomedical Technologies, University of Chieti-Pescara, Chieti, Italy; Department of Neuroscience and Imaging, University of Chieti-Pescara, Chieti, Italy.<br /><searchLink fieldCode="AU" term="%22Llmoniemi+RJ%22">Llmoniemi RJ</searchLink>; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.<br /><searchLink fieldCode="AU" term="%22Ziemann+U%22">Ziemann U</searchLink>; Hertie Institute for Clinical Brain Research, University of Tubingen, Tubingen, Germany; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany. Electronic address: ulf.ziemann@uni-tuebingen.de.
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