Imaging¶
- Can’t just automate reading image scans because of
- high-risk
- Can’t sue AI company
Hence, AI is used to prioritize which scans are most urgent to look at
This way the expert can still look at missed diagnoses eventually even if is low priority
Problems with AI¶
- Explainability
- Localization
- Patients and provides share in decisions: all parties need to be convinced of the validity of the conclusion
Solution: Semantic Segmentation¶
Identifying anomalies in the scans