Methods
Know what the data says.
Know what it does not.
Detection or indication, characterization, sizing and fitness-for-service are separate evidence gates. Predictive analytics requires validated longitudinal data and is not a default output.
Reports should state acquisition conditions, interpretation limits, recommended verification and the distinction between screening indications and confirmed findings.