Table 2 Dos and don’ts while implementing AI-based prognostication models
From: Ethical considerations about artificial intelligence for prognostication in intensive care
Do | Don’t |
|---|---|
Define individual goals | Rely on a single model |
Clarify responsibilities | Use models without testing |
Choose a suitable model | Make decisions in paternalistic ways |
Assure technical robustness | Be cavalier with human oversight |
Seek maximum transparency | Ignore data privacy issues |
Quantify uncertainty | Underestimate the role of empiricism |
Share decision-making | |
Monitor performance and update model | |
Contribute to research and education | |