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Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data.

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Title: Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data.
Authors: Santhanam N; Department of Biomedical Informatics at the Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Kim HE; Department of Biomedical Informatics at the Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Rügamer D; Department of Statistics, LMU Munich, Munich, Germany.; Munich Center for Machine Learning (MCML), Munich, Germany., Bender A; Department of Statistics, LMU Munich, Munich, Germany.; Munich Center for Machine Learning (MCML), Munich, Germany., Muthers S; Research Centre Human Biometeorology, German Weather Service (DWD), Freiburg, Germany., Cho CG; Department of Neuroradiology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Alonso A; Clinic for Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Szabo K; Clinic for Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Centner FS; Department of Anesthesiology, Surgical Intensive Care Medicine and Pain Medicine, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany., Wenz H; Department of Neuroradiology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Ganslandt T; Department of Biomedical Informatics at the Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Chair of Medical Informatics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany., Platten M; Clinic for Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Groden C; Department of Neuroradiology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Neumaier M; Institute for Clinical Chemistry, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Siegel F; Department of Biomedical Informatics at the Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Maros ME; Department of Biomedical Informatics at the Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany. maros@uni-heidelberg.de.; Department of Neuroradiology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany. maros@uni-heidelberg.de.
Source: NPJ digital medicine [NPJ Digit Med] 2025 Apr 25; Vol. 8 (1), pp. 225. Date of Electronic Publication: 2025 Apr 25.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE
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