1. A system to automatically assess a confidence in an imaging data based on a proposed diagnostic task or treatment decision, the system comprising a computer readable medium configured to receive imaging data, the computer readable medium comprising logic to: determine one or more imaging quality indicators relating to the imaging data based on one or more quantitative imaging quality factors corresponding to a confidence of the proposed diagnostic task or treatment decision; and compare the one or more imaging quality indicators with one or more confidence benchmark values and determine a confidence value indicative of the confidence to be placed in the imaging data for purposes of performing the proposed diagnostic task or making the proposed treatment decision.