Can we trust in AI for the most important of medical decisions?

The CGM project is concerned with anthropometric measurements of children. The image shows a measurement of middle-upper arm circumference using MUAC measuring tape.

Project context

AI-based predictions

What is reliability?

How can we ensure reliability?

Figure 1: Variety of approaches to ensure reliability

Reject problematic scans

Model uncertainty

Distribution of errors

Monitoring

Changing seasons might cause our model to misbehave [src]

Organizational Measures

Conclusion

References:

Acknowledgements

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Markus Hinsche

Markus Hinsche

You get first hand insides into tech, travels, software engineering, art, machine learning, and data science! Observe! Create! Enjoy!

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