Houjun Liu

AI Medicine

AI/Clinical Decision Support

  • workload measurement
  • clinical wellness, etc.
  • perioperative outcomes

Big problem: integration is impossible; there’s lots of models. “Researched models are rarely implemented; implemented models are rarely researched”. Epic doesn’t stand behind its models.

Implementation of AI based mechanisms though “saves time” on paper, results in more patient throughput and patient burn. At this point: harder question—not whether you can make a model, but how do you govren their use and actually put them into implementation.

MPOG: multi-centre perioperative outcomes group