Hemodynamic assessment and risk classification for successful weaning of Impella in patients with cardiogenic shock.

Yuki IkedaShunsuke IshiiKenji MaemuraTakumi OkiMayu YazakiTeppei FujitaYuichiro IidaDaisuke KinoshitaNobuhiro SatoJunya Ako

Published in: Artificial organs (2022)

PAWP or MPAP higher than the cutoff with CPO below the cutoff at Impella weaning were associated with worse outcomes. We proposed a risk classification model for successful Impella weaning using PAC.

Keyphrases

mechanical ventilation
extracorporeal membrane oxygenation
machine learning
deep learning
left ventricular assist device
acute respiratory distress syndrome
intensive care unit
type diabetes
metabolic syndrome
weight loss