You will find eight essential principles for developing and successfully implementing regulatory compliant AI solutions:
- High data and labelling quality
- Good machine learning practices
- Simple, transparent, interpretable models
- Thorough evaluation
- Reproducible machine learning pipelines
- Manage data, model and code history
- Comprehensively document code, data, models and design decisions
- Communicate results and uncertainty carefully
This whitepaper will enable you to create safe, reliable AI solutions that satisfy regulatory requirements and are able to genuinely improve patients’ lives.