Yu, Hang; Saffaran, Sina; Tonelli, Roberto; Laffey, John-G; Zhang, Qingchen; Esquinas-Rodríguez, Antonio; Martins-de-Lima, Lucas; Kawano-Dourado, Leticia; Maia, Israel-S; Cavalcanti, Alexandre-Biasi; Clini, Enrico; Bates, Declan-G
(BMC, 2025-11-22)
BACKGROUND: The respiratory rate oxygenation (ROX) index, and machine learning (ML) models, are promising approaches to help clinicians identify earlier those patients at risk of failing high flow nasal cannula (HFNC) ...