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== Use Case Objectives ==
 
== Use Case Objectives ==
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* Machine Learning Task: Flag in advance the scans to be deleted during CTD quality control
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* '''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
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* '''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:
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* '''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:
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*'''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
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