Reducing ICU blood draws with artificial intelligence
FC Cismondi, AS Fialho, S. Vieira, LA Celi, SR Reti, J. R. C. De Sousa, SN Finkelstein · Critical Care · 2012
Recent studies have demonstrated that frequent laboratory testing does not necessarily relate to better outcomes. Our aim is to reduce unnecessary blood draws for ICU laboratory tests by predicting which tests are likely to return as normal or abnormal and therefore influence clinical management around gastrointestinal (GI) bleeding.