1. A system for determining image interpretability comprising: a data storage area comprising one or more digital slide images and one or more sets of image analysis tasks; an image module configured to obtain a portion of imagery data from a digital slide image and provide said portion of imagery data for performance of a set of image analysis tasks; a task performance module configured to manage the execution of a set of image analysis tasks on said portion of imagery data and record a metric related to the success of each image analysis task on said portion of imagery data; and an image scoring module configured to analyze the success metrics for a set of image analysis tasks and determine an image interpretability score for said portion of the imagery data upon which the set of image analysis tasks were executed.