Development and validation of a diagnostic model for early differentiation of sepsis and non-infectious SIRS in critically ill children - a data-driven approach using machine-learning algorithms

• Glavni autori: Florian Lamping (Autor), Thomas Jack (Autor), Nicole Rübsamen (Autor), Michael Sasse (Autor), Philipp Beerbaum (Autor), Rafael T. Mikolajczyk (Autor), Martin Boehne (Autor), André Karch (Autor)
• Format: Knjiga
• Izdano: BMC, 2018-03-01T00:00:00Z.
• Teme: article
• Online pristup: Connect to this object online.

Abstract Background Since early antimicrobial therapy is mandatory in septic patients, immediate diagnosis and distinction from non-infectious SIRS is essential but hampered by the similarity of symptoms between both entities. We aimed to develop a diagnostic model for differentiation of sepsis and...