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Streamlining management in thoracic trauma: radiomics- and AI-based assessment of patient risks

BackgroundIn blunt chest trauma, patient management is challenging because clinical guidelines miss tools for risk assessment. No clinical scale reliably measures the severity of cases and the chance of complications.AimThe objective of the study was to optimize the management of patients with blunt...

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Principais autores: Ashraf F. Hefny, Taleb M. Almansoori, Darya Smetanina, Daria Morozova, Roman Voitetskii, Karuna M. Das, Aidar Kashapov, Nirmin A. Mansour, Mai A. Fathi, Mohammed Khogali, Milos Ljubisavljevic, Yauhen Statsenko
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2024-10-01
coleção:Frontiers in Surgery
Assuntos:
blunt chest trauma
injury severity score (ISS)
abbreviated injury scale (AIS)
radiomics
chest CT scans
regression models
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fsurg.2024.1462692/full
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