In this episode of the Elevator Pitch, brought to you by the ATS Critical Care Assembly, we talk to Dr. Kevin Buell about his work using machine learning to predict optimal oxygenation targets for critically ill patients.
Host: Divya Shankar, MD, Boston University
Guest: Kevin Buell, MBBS, University of Chicago
00:00 Introduction to the Podcast
00:31 Meet Dr. Kevin Buell
01:37 Dr. Buell's Research Interests
02:08 Elevator Pitch: Oxygen Targets Study
03:08 Study Methodology and Results
05:08 Limitations and Machine Learning
07:08 Model Validation and Application
16:19 Future of Machine Learning in Medicine
17:48 Conclusion and Takeaways
19:13 Closing Remarks