Simon J Davies, Daniel I Sessler, Zhongping Jian, Neal W Fleming, Monty Mythen, Kamal Maheshwari, Denise P Veelo, Alexander Pj Vlaar, Jos Settels, Thomas Scheeren, Bjp van der Ster, Michael Sander, Maxime Cannesson, Feras Hatib
BACKGROUND: The Hypotension Prediction Index (the index) software is a machine learning algorithm that detects physiological changes that may lead to hypotension. The original validation used a case control (backwards) analysis that has been suggested to be biased. We therefore conducted a cohort (forwards) analysis and compared this to the original validation technique. METHODS: We conducted a retrospective analysis of data from previously reported studies. All data were analysed identically with 2 different methodologies and receiver operating characteristic curves (ROC) constructed...
April 1, 2024: Anesthesiology