Choosing an Algorithm
Know the limitations of the surrogate/feature
As distance from surrogate ↑, uncertainty increases ↑
Variability localization/delineation = uncertainty
These feed into PTV margins!
Be skeptical: Are automated algorithms helping
Are you closer to the desired clinical result?
Is manual matching always required after automated?
Magnitude? Do you need small or large adjustments?
No? Review goals of registration vs. underlying metric
Practical Considerations




