TY - GEN AU - Lamping,Florian AU - Jack,Thomas AU - Rübsamen,Nicole AU - Sasse,Michael AU - Beerbaum,Philipp AU - Mikolajczyk,Rafael T AU - Boehne,Martin AU - Karch,André TI - 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 SN - 1471-2431 PY - 2018///0822 KW - Adolescent KW - Algorithms KW - Child KW - Child, Preschool KW - Critical Illness KW - Decision Support Techniques KW - Diagnosis, Differential KW - Early Diagnosis KW - Female KW - Follow-Up Studies KW - Humans KW - Infant KW - Infant, Newborn KW - Machine Learning KW - Male KW - Prospective Studies KW - Reproducibility of Results KW - Sepsis KW - diagnosis KW - Systemic Inflammatory Response Syndrome N1 - Publication Type: Journal Article; Randomized Controlled Trial; Research Support, Non-U.S. Gov't UR - https://doi.org/10.1186/s12887-018-1082-2 ER -