Method and system for automatic deployment of image restoration parameters

An imaging system, comprising:

• processing circuitry configured to
• obtain, at a local imaging system, projection data for an object representing an intensity of radiation detected along a plurality of rays through the object using a first set of imaging parameters;
• transmit an image quality dataset related to the obtained projection data to a remote server, the image quality dataset including at least one parameter, of the first set of imaging parameters, involved in obtaining the projection data;
• generate, via the remote server, localized restoration information for calibrating the local imaging system based on the received image quality dataset, the localized restoration information being configured to maintain a constant image quality of the projection data obtained by the local imaging system;
• transfer the localized restoration information from the remote server to the local imaging system;
• and
• update at least one setting related to the obtaining of the projection data on the local imaging system using the localized restoration information.

A non-transitory computer-readable storage medium including executable instructions, which when executed by circuitry, cause the circuitry to perform a method of reducing in an imaging system, the method comprising:

• obtaining, at a local imaging system, projection data for an object representing an intensity of radiation detected along a plurality of rays through the object using a first set of imaging parameters;
• transmitting an image quality dataset related to the obtained projection data to a remote server, the image quality dataset including at least one parameter, of the first set of imaging parameters, involved in obtaining the projection data;
• calculating, via the remote server, an artificial neural network based on the received image quality dataset to generate localized restoration information for calibrating the local imaging system, the localized restoration information being configured to maintain a constant image quality of the projection data obtained by the local imaging system;
• transferring the localized restoration information from the remote server to the local imaging system;
• and
• updating at least one setting related to the obtaining of the projection data on the local imaging system using the localized restoration information.