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External validation of machine learning models-registered models and adaptive sample splitting.

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Title: External validation of machine learning models-registered models and adaptive sample splitting.
Authors: Gallitto G; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Englert R; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Kincses B; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Kotikalapudi R; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Li J; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Max Planck Institute for Human Cognitive and Brain Sciences, Max Planck School of Cognition, Stephanstraße 1A, D-04103, Leipzig, Germany., Hoffschlag K; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Bingel U; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany., Spisak T; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.
Source: GigaScience [Gigascience] 2025 Jan 06; Vol. 14.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 101596872 Publication Model: Print Cited Medium: Internet ISSN: 2047-217X (Electronic) Linking ISSN: 2047217X NLM ISO Abbreviation: Gigascience Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Gallitto+G%22">Gallitto G</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Englert+R%22">Englert R</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Kincses+B%22">Kincses B</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Kotikalapudi+R%22">Kotikalapudi R</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Max Planck Institute for Human Cognitive and Brain Sciences, Max Planck School of Cognition, Stephanstraße 1A, D-04103, Leipzig, Germany.<br /><searchLink fieldCode="AU" term="%22Hoffschlag+K%22">Hoffschlag K</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Bingel+U%22">Bingel U</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Neurology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.<br /><searchLink fieldCode="AU" term="%22Spisak+T%22">Spisak T</searchLink>; Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.; Department of Diagnostic and Interventional Radiology and Neuroradiology, University Medicine Essen, Hufelandstraße 55, 45147, Essen, Germany.
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            – D: 06
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              Text: 2025 Jan 06
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