# US 12,004,895 B2 · Metric-based data management for X-ray imaging systems > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,004,895 B2 - Document ID: US12004895B2 - Status: Granted - Kind: B2 - Application number: 17/697,390 - Filed: 2022-03-17 - Published: 2023-09-21 - Granted: 2024-06-11 - Earliest claimed: 2022-03-17 - Assignees: GE Precision Healthcare LLC - Applicants: GE Precision Healthcare LLC - Inventors: Jonathan S. Maltz - Web page: https://patentgrep.com/patent/US12004895B2 ## CPC - A61B 6/56: {Details of data transmission or power supply, e.g. use of slip rings} - A61B 6/032: {Transmission computed tomography [CT]} - A61B 6/035: {Mechanical aspects of CT} - A61B 6/4241: {using energy resolving detectors, e.g. photon counting} - A61B 6/5205: {involving processing of raw data to produce diagnostic data} - A61B 6/563: {involving image data transmission via a network} - A61B 6/566: {involving communication between diagnostic systems} - G01T 1/17: Circuit arrangements not adapted to a particular type of detector {(pulse-selection circuits H03K, G01R)} - G01T 1/2985: {In depth localisation, e.g. using positron emitters; Tomographic imaging (longitudinal and transverse section imaging; apparatus for radiation diagnosis sequentially in different planes, steroscopic radiation diagnosis); (using external radiation sources A61B6/02)} - A61B 6/5217: {extracting a diagnostic or physiological parameter from medical diagnostic data} - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) - G01T: MEASUREMENT OF NUCLEAR OR X-RADIATION (radiation analysis of materials, mass spectrometry G01N23/00; tubes for determining the presence, intensity, density or energy of radiation or particles H01J47/00) ## Abstract An X-ray imaging system includes a gantry with moving and stationary parts on moving and stationary sides, respectively, the parts communicatively coupled via a data communication system. The moving part includes an X-ray source to emit X-rays; an X-ray detector configured to generate detector data; and on-moving-gantry processing circuitry. The on-moving-gantry processing circuitry is configured to determine, for each of a number of partial data sets of the generated detector data, a metric value of at least one metric, the metric value being translatable into a type of data management for the partial data set among at least two different types of data management. The processing circuitry further configured to decide, for each partial data set, how it set is to be treated based on the determined metric value of the at least one metric and to selectively effectuate data management according to the corresponding type of data management. ## Claims ### Claim 1 An X-ray imaging system comprising: a gantry including a moving part on a moving side and a stationary part on a stationary side, the moving part and the stationary part being communicatively coupled via a data communication system; wherein the moving part comprises: an X-ray source configured to emit X-rays; an X-ray detector configured to generate detector data; and on-moving-gantry processing circuitry, wherein said on-moving-gantry processing circuitry is configured to determine, for each of a number of partial data sets of the generated detector data, a metric value of at least one metric, the metric value being translatable into a type of data management for the partial data set among at least two different types of data management; wherein said on-moving-gantry processing circuitry is configured to decide, for each partial data set, how the partial data set is to be treated in dependence on the determined metric value of said at least one metric and to selectively effectuate data management according to the corresponding type of data management. ### Claim 2 (depends on 1) The X-ray imaging system of claim 1, wherein said X-ray imaging system is a Computed Tomography (CT) system, and said moving part and said stationary part are a rotating part and a stationary part of the gantry of the CT system. ### Claim 3 (depends on 1) The X-ray imaging system of claim 1, wherein said on-moving-gantry processing circuitry is configured to identify at least two different partial data sets of the generated detector data for which different types of data management are to be applied. ### Claim 4 (depends on 1) The X-ray imaging system of claim 1, wherein said at least two different types of data management include at least one of the following: i) performing on-moving-gantry data processing of the partial data set of the generated detector data before transmission of the partial data set from the moving part to the stationary part, ii) performing no on-moving-gantry data processing of the partial data set of the generated detector data before transmission of the partial data set from the moving part to the stationary part, and iii) omitting transmission of the partial data set of the generated detector data. ### Claim 5 (depends on 4) The X-ray imaging system of claim 4, wherein said on-moving-gantry processing circuitry is further configured to perform on-moving-gantry data processing of different levels of computational complexity for different partial data sets. ### Claim 6 (depends on 1) The X-ray imaging system of claim 1, wherein said on-moving-gantry processing circuitry is configured to decide, based on the determined metric value of said at least one metric for a first partial data set, that on-moving-gantry data processing of the first partial data set is to be applied before transmission from the moving part to the stationary part, and wherein said on-moving-gantry processing circuitry is configured to decide, based on the determined metric value of said at least one metric for a second partial data set, that the second partial data set is to be transmitted from the moving part to the stationary part without on-moving-gantry data processing, or that on-moving-gantry data processing of a lower level of computational complexity than for said first partial data set is to be applied to the second partial data set before transmission from the moving part to the stationary part. ### Claim 7 (depends on 6) The X-ray imaging system of claim 6, wherein said on-moving-gantry processing circuitry is configured to perform on-moving-gantry data processing of the first partial data set by data reduction to generate a reduced first partial data set for transmission from the moving part to the stationary part. ### Claim 8 (depends on 7) The X-ray imaging system of claim 7, wherein said X-ray imaging system further comprises additional processing circuitry in connection with the stationary part, said additional processing circuitry being configured to perform a material decomposition procedure adapted for the reduced first partial data set. ### Claim 9 (depends on 1) The X-ray imaging system of claim 1, wherein said on-moving-gantry processing circuitry is configured to decide, based on the determined metric value of said at least one metric for a specific partial data set, that said specific partial data set is to be omitted from transmission from the moving part to the stationary part. ### Claim 10 (depends on 1) The X-ray imaging system of claim 1, wherein said on-moving-gantry processing circuitry is configured to determine in which one of at least two non-overlapping intervals the determined metric value of said at least one metric resides, each interval being associated with a respective one of said at least two different types of data management, to thereby enable associating the determined metric value with a specific type of data management for the considered partial data set. ### Claim 11 (depends on 1) The X-ray imaging system of claim 1, wherein said at least one metric includes a pileup metric representing an amount of pulse pileup within at least part of the considered partial data set of the generated detector data, and wherein said on-moving-gantry processing circuitry is configured to decide, in dependence on the determined metric value of said pileup metric, whether on-moving-gantry pileup correction data processing is to be applied to the partial data set and to selectively effectuate said on-moving-gantry pileup correction data processing of the partial data set to generate a corrected data set. ### Claim 12 (depends on 11) The X-ray imaging system of claim 11, wherein additional off-moving-gantry pileup correction data processing of the corrected data set is performed by processing circuitry on the stationary part. ### Claim 13 (depends on 11) The X-ray imaging system of claim 11, wherein said on-moving-gantry processing circuitry is configured to perform on-moving-gantry pileup correction data processing when the determined metric value of said pileup metric indicates an amount of pileup that is higher than zero but lower than a first threshold level. ### Claim 14 (depends on 11) The X-ray imaging system of claim 11, wherein said on-moving-gantry processing circuitry is configured to decide that the partial data set is to be transmitted from the moving part to the stationary part without on-moving-gantry pileup correction data processing when the determined metric value of said pileup metric indicates an amount of pileup that is higher than a second threshold level. ### Claim 15 (depends on 14) The X-ray imaging system of claim 14, wherein off-moving-gantry pileup correction data processing of the partial data set is performed by processing circuitry on the stationary part. ### Claim 16 (depends on 11) The X-ray imaging system of claim 11, wherein said on-moving-gantry processing circuitry is configured to determine said pileup metric based on a comparison between estimated true photon counts and measured photon counts. ### Claim 17 (depends on 1) The X-ray imaging system of claim 1, wherein said at least one metric includes an X-ray propagation metric or X-ray attenuation metric. ### Claim 18 (depends on 17) The X-ray imaging system of claim 17, wherein said on-moving-gantry processing circuitry is configured to identify a partial data set in which the detector data corresponds to X-rays travelling exclusively through air from the X-ray source the X-ray detector based on said X-ray propagation metric or X-ray attenuation metric, and wherein said on-moving-gantry processing circuitry is configured to decide that the identified partial data set is to be omitted from transmission from the moving part to the stationary part. ### Claim 19 (depends on 1) The X-ray imaging system of claim 1, wherein each partial data set corresponds to a batch of the generated detector data that is related to an X-ray measurement or a group of X-ray measurements. ### Claim 20 (depends on 1) The X-ray imaging system of claim 1, wherein said data communication system is configured to transmit, for at least one partial data set, a representation of the corresponding determined metric value, or an identifier representing the type of applied data management, from the moving part to the stationary part in association with the partial data set. ### Claim 21 (depends on 20) The X-ray imaging system of claim 20, wherein said identifier indicates whether on-moving-gantry data processing of the partial data set has been performed. ### Claim 22 (depends on 1) The X-ray imaging system of claim 1, wherein the data communication system comprises a first data communication unit on the moving part on the moving side and a second data communication unit on the stationary part on the stationary side. ### Claim 23 (depends on 1) The X-ray imaging system according to claim 1, wherein the moving part comprises an on-moving-gantry data storage unit in connection with said on-moving-gantry processing circuitry for storage of the detector data in processed and/or unprocessed form. ### Claim 24 (depends on 1) The X-ray imaging system of claim 1, wherein the X-ray detector is a photon-counting detector. ### Claim 25 A method of operating an X-ray imaging system having a gantry including a moving part on a moving side and a stationary part on a stationary side, the moving part and the stationary part being communicatively coupled via a data communication system, wherein the moving part comprises an X-ray source configured to emit X-rays, an X-ray detector configured to generate detector data, and on-moving-gantry processing circuitry, said method comprising: said X-ray detector generating detector data; said on-moving-gantry processing circuitry determining, for each of a number of partial data sets of the generated detector data, a metric value of at least one metric based on the detector data of the partial data set; said on-moving-gantry processing circuitry assigning a type of data management for the partial data set among at least two different types of data management in dependence on the determined metric value, and said on-moving-gantry processing circuitry selectively effectuating data management for the partial data set according to the assigned type of data management. ### Claim 26 A non-transitory computer-program product comprising a non-volatile computer-readable storage medium having stored thereon a computer program, said computer program comprising instructions, which when executed by processing circuitry arranged on a moving part of an X-ray imaging system, cause said processing circuitry to: —determine, for each of a number of partial data sets of detector data generated by an X-ray detector of the X-ray imaging system, a metric value of at least one metric based on the detector data of the partial data set; —assign a type of data management for the partial data set among at least two different types of data management in dependence on the determined metric value, —selectively effectuate data management for the partial data set according to the assigned type of data management.