Supervised machine learning model to predict mortality in patients undergoing venovenous extracorporeal membrane oxygenation from a nationwide multicentre registry

Background Existing models have performed poorly when predicting mortality for patients undergoing venovenous extracorporeal membrane oxygenation (VV-ECMO). This study aimed to develop and validate a machine learning (ML)-based prediction model to predict 90-day mortality in patients undergoing VV-E...

Full description

Bibliographic Details
Main Authors: Young-Jae Cho, Se Young Jung, Sung Yoon Lim, Sang-Bum Hong, Haeun Lee, Myung Jin Song, Dong Jung Kim
Format: Article
Language:English
Published: BMJ Publishing Group 2023-12-01
Series:BMJ Open Respiratory Research
Online Access:https://bmjopenrespres.bmj.com/content/10/1/e002025.full