Systems and methods for data and model-driven image reconstruction and enhancement

摘要

Systems and methods are disclosed for image reconstruction and enhancement, using a computer system. One method includes acquiring a plurality of images associated with a target anatomy; determining, using a processor, one or more associations between subdivisions of localized anatomy of the target anatomy identified from the plurality of images, and local image regions identified from the plurality of images; performing an initial image reconstruction based on image acquisition information of the target anatomy; and updating the initial image reconstruction or generating a new image reconstruction based on the image acquisition information and the one or more determined associations.

主权项

1. A computer-implemented method of image reconstruction and enhancement, the method comprising:
acquiring image information associated with a target anatomy; determining a collection of images associated with the target anatomy; determining a subdivision of localized anatomy of the target anatomy, within each of the images; determining, using a processor, one or more associations between an image region of one of the images and a respective subdivision of localized anatomy of the one of the images; and generating an image reconstruction, an image enhancement, or a combination thereof for the target anatomy, based on the image information and the one or more determined associations.