System and method for synthesizing low-dimensional image data from high-dimensional image data using object grid augmentation

摘要

A method for processing breast tissue image data includes processing the image data of a patient's breast tissue to generate a high-dimensional grid and depicting one or more high-dimensional objects in the patient's breast tissue. Determining probabilities or confidences for each of the one or more high dimensional objects depicted in the dimensional grid, and based at least in part on the individually determined probabilities or confidences. Modifying one or more aspects of at least one of the dimensional objects, thereby generating a lower dimensional format version of the one or more high dimensional objects. The method may further include displaying a lower dimensional format version of the one or more high dimensional objects in the synthesized image of the patient's breast tissue.