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Franz-Simon Centner

As seen in: Nature, MDPI, medRxiv
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Articles

Machine learning-based forecasting of daily acute ischemic stroke admissions using weather data - npj Digital Medicine

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By Franz-Simon Centner, Thomas Ganslandt, Michael Neumaier, Fabian Siegel
| Nature Verified
Abstract The climate crisis underscores the need for weather-based predictive analytics in healthcare, as weather factors contribute to ~11% of the global stroke burden. Therefore, we developed machine learning models using locoregional weather data to forecast daily acute ischemic stroke (AIS) admissions.
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Evaluation of Hypoxia Markers in Critically Ill Patients Categorized by Their Burden of Organ Dysfunction: A Novel Approach to Detect Pathophysiological and Clinical Relevance in a Secondary Analysis of a Prospective Observational Study

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By Franz-Simon Centner, Kathrin Brohm, Sonani Mindt, Evelyn Jaeger
| MDPI
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
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Association of sepsis and delayed cerebral ischemia in patients with aneurysmal subarachnoid hemorrhage

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By Franz-Simon Centner, Holger Wenz, Mariella Eliana Oster, Franz-Joseph Dally
| medRxiv
Dr. Centner, Dr. Schoettler and Prof. Dr. Thiel report funding from the Klaus Tschira Stiftung, grant number 00.277.2015. Dr. Maros reports funding from the German Ministry for Education and Research (BMBF) within the framework of the Medical Informatics Initiative (MII) MIRACUM Consortium (Medical Informatics for Holistic Disease Models in Personalized and Preventive Medicine, MIDorAI; 01ZZ2020) and unrelated consultancy for Siemens Healthineers GmbH and EppData GmbH.
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