Use Case Objectives
- Machine Learning Task: Flag in advance the scans to be deleted during CTD quality control
- Business Value: Flagged scans allow the analyst to quickly focus attention on crucial areas, reducing the time and effort required to delete scans
- Measures of Success:
* Accuracy of model predictions
* Client feedback on quality control speed-ups
* Mitigation of uncertainty in human decisions
* Semi or full automation of scan deletions
Machine Learning PipelineExperimental Model PerformanceModel Deployment and IntegrationNext Steps