CT Detector Calibration Coefficients for Ring Artifact Reduction
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Solution Overview
Problem
Existing methods for reducing or eliminating ring artifacts in computed tomography (CT) images are not effective enough, affecting medical diagnosis, due to inconsistent intensity responses of radiation detectors and abnormal responses to different energy levels of radiation rays.
Innovation Solution
A method and system for determining artifact calibration coefficients by obtaining preliminary projection values, generating calibrated projection values, and determining the location of radiation detectors to calculate calibration coefficients, which are used to correct images and reduce artifacts.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If existing methods for reducing ring artifacts are used, then some artifact reduction is achieved, but the effectiveness is insufficient and medical diagnosis is still affected
Solution Approach 1:
The patent applies preliminary action by performing detector calibration before the actual CT imaging process. A calibration phantom is scanned first to obtain calibration data, which is then used to generate calibration coefficients that correct detector response inconsistencies. This preliminary calibration step ensures that the main imaging process benefits from pre-compensated detector responses, significantly improving ring artifact reduction effectiveness while maintaining image quality for accurate medical diagnosis.
2Measurement precision
If calibration coefficients are determined using traditional methods, then the process is simple, but the accuracy and efficiency are insufficient
Solution Approach 1:
The patent introduces a calibration phantom as an intermediary object that mediates between the radiation detectors and the imaging process. The phantom contains known structures with specific attenuation characteristics that serve as references for calculating calibration coefficients. By using this intermediary, the system can accurately determine detector response characteristics without requiring complex direct measurements, thereby improving calibration accuracy while keeping the overall process manageable through standardized procedures.
3Measurement precision
If more sophisticated calibration methods are used, then calibration accuracy improves, but the time and computational resources required increase
Solution Approach 1:
The patent applies parameter changes by utilizing the known attenuation coefficients of specific materials in the calibration phantom (such as water, bone, or contrast agents) to create a system of equations that can be solved for calibration coefficients. By changing the approach from direct measurement to using known physical parameters of the phantom materials, the system achieves high calibration precision through mathematical modeling rather than time-consuming iterative measurements, thereby reducing calibration time while maintaining accuracy.
Applied Scientific Principles
This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.
Function Achieved in This Case
The method effectively reduces ring artifacts in CT images by accurately determining calibration coefficients, improving image quality and medical diagnosis.
Implementation Method 1
radiation rays that are emitted from a radiation emitter and passed through the first project. The radiation rays may be detected by at least one radiation detector.
Data Source
AI summary
A method for determining at least one artifact calibration coefficient is provided. The method may include obtaining preliminary projection values of a first object. The radiation rays may be detected by at least one radiation detector. The method may further include generating a preliminary image of the first object based on the preliminary projection values of the first object and generating calibrated projection values of the first object based on the preliminary image. The method may further include determining a relationship between the preliminary projection values and the calibrated projection values. The method may further include, for each of the at least one radiation detector, determining a location of the radiation detector and determining an artifact calibration coefficient corresponding to the radiation detector based on the relationship between the preliminary projection values and the calibrated projection values and the location of the radiation detector.


