Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: Retrospective Study

• Main Authors: Siqi Liu (Author), Qianyi Xu (Author), Zhuoyang Xu (Author), Zhuo Liu (Author), Xingzhi Sun (Author), Guotong Xie (Author), Mengling Feng (Author), Kay Choong See (Author)
• Format: Book
• Published: JMIR Publications, 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundOne of the significant changes in intensive care medicine over the past 2 decades is the acknowledgment that improper mechanical ventilation settings substantially contribute to pulmonary injury in critically ill patients. Artificial intelligence (AI) solutions can optimize mechanical vent...