Utilizing predictive machine-learning modelling unveils feature-based risk assessment system for hyperinflammatory patterns and infectious outcomes in polytrauma

PurposeEarlier research has identified several potentially predictive features including biomarkers associated with trauma, which can be used to assess the risk for harmful outcomes of polytraumatized patients. These features encompass various aspects such as the nature and severity of the injury, a...

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Bibliographic Details
Main Authors: Melanie Fachet, Raghava Vinaykanth Mushunuri, Christian B. Bergmann, Ingo Marzi, Christoph Hoeschen, Borna Relja
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1281674/full