Changes

== Use Case Objectives ==

== Use Case Objectives ==

* Machine Learning Task: Flag in advance the scans to be deleted during CTD quality control

* '''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

* '''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:

* '''Measures of Success''':

** Accuracy of model predictions

** Accuracy of model predictions

**Client feedback on quality control speed-ups

**Client feedback on quality control speed-ups

*Aspirational Goals:

*'''Aspirational Goals''':

** Mitigation of uncertainty in human decisions

** Mitigation of uncertainty in human decisions

** Semi or full automation of scan deletions

** Semi or full automation of scan deletions