HyeonhoonLee / AIVE

Published article: Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Reinforcement learning model for dynamic ventilation control

This repo contains codes to produce the results of paper titled "Development of a reinforcement learning model for dynamic ventilation control in surgical patients during emergence from general anesthesia".

Requirements

  • python >= 3.8
  • Tensorflow >= 2.8
  • Pytorch >= 1.11.0
  • numpy >= 1.21
  • sklearn >= 1.0.1
  • pandas >= 1.3.4

About

Published article: Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia


Languages

Language:Python 100.0%