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

• मुख्य लेखकों: Florian Lamping (लेखक), Thomas Jack (लेखक), Nicole Rübsamen (लेखक), Michael Sasse (लेखक), Philipp Beerbaum (लेखक), Rafael T. Mikolajczyk (लेखक), Martin Boehne (लेखक), André Karch (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: BMC, 2018-03-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...