Patent Issued for Method and system for image registration using an intelligent artificial agent (USPTO 12094116).

A patent has been issued for a method and system for image registration using an intelligent artificial agent. The invention relates to the registration of medical images, which is important for image-guided therapy, automated diagnosis imaging, and machine-driven image understanding. The patent describes a method that uses a trained deep neural network to calculate action-values based on the current state observation of an artificial agent, allowing for the adjustment of transformation parameters to align or fuse medical images. The invention aims to improve the accuracy and efficiency of image registration by utilizing machine learning techniques. The patent is assigned to Siemens Healthineers AG. [Extracted from the article]