Artificial Intelligence in Weaning Clinical Practice: Finding New Rules in Ventilator Support Care

When patients depend on ventilators for a long period of time, it will increase the risk complexity and death. Thus, medical professionals try to help wean off from ventilator as soon possible minimize adverse effects respiratory machine. This study analyzed historical clinical data evaluate improve weaning protocol in operation. adopted retrospective approach by collecting 1,014 cases Taiwan 2012. We extracted crucial rules describing results using machine learning algorithm - C4.5, which revise existing supplementary indicators new version protocol.