Method and system for dynamically prompting MR artifacts in a diagnostic reporting system

By dynamically prompting MR artifacts in the diagnostic reporting system, using artifact knowledge base and DICOM image matching technology, the problem of diagnostic doctors being unfamiliar with artifacts is solved, and the diagnosis quality and efficiency are improved.

CN113539437BActive Publication Date: 2025-03-18李懋 +1
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Patent Information

Application Number
CN202110713426.1
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2021-06-25
Publication Date
2025-03-18
Estimated Expiration
2041-06-25

AI Technical Summary

Technical Problem

In MR scans, the diagnostic doctor is not familiar with artifacts, which may affect the quality and efficiency of the diagnosis.

Method used

By defining the MR scan artifact knowledge parameters in the diagnostic reporting system, an artifact knowledge base is formed, and based on the sequence characteristics of the DICOM image match the artifact knowledge base, dynamically prompts possible artifact types and typical artifact examples.

Benefits of technology

It reduces the difficulty of diagnosing doctors' learning artifacts, improves the quality and efficiency of diagnosis, and is especially suitable for front-line doctors in primary medical institutions.

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Abstract

A method for dynamically prompting MR artifacts in a diagnostic report system includes: defining MR scanning artifact knowledge parameters and forming an artifact knowledge base; receiving a DICOM image examined by a patient, calling a feature judgment program, and judging the artifact information of the DICOM image; storing the artifact information of the DICOM image in a structured artifact data management table; the diagnosing doctor opens a structured report interface, extracts the artifact information of the DICOM image from the structured artifact data management table, and displays it to the diagnosing doctor. The present invention also provides a system for dynamically prompting MR artifacts in a diagnostic report system. The present invention can reduce the learning intensity of frontline diagnostic doctors, reduce the confusion caused by encountering artifacts, and can efficiently and high-qualityly handle artifacts when they occur by dynamically giving possible artifacts and examples of artifacts according to the actual MR scanning conditions of each patient.
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Description

Technical Field

[0001] The present invention relates to the field of medical information, and in particular to a method and system for dynamically prompting MR artifacts in a diagnosis report system. Background Art

[0002] In daily MR scanning, due to the technical characteristics and technical limitations of MR equipment, some artifacts will be systematically generated on patient images in certain specific cases. These artifacts are likely to have a serious impact on inexperienced diagnostic doctors. Generally speaking, the way doctors eliminate the diagnostic risks brought by artifacts is through active learning, as well as careful observation and analysis at work. The active learning method relies heavily on the doctor's personal learning ability and cannot be simply educated and passed on. If a doctor has been focusing on a certain field for a long time, he / she is usually familiar with the artifacts in this field. Once he / she is involved in other less familiar fields, he / she may still be affected by artifacts that are difficult to detect, thereby affecting the quality of diagnosis or causing confusion and reducing efficiency.

[0003] If there is a personalized reminder method that dynamically indicates the type of artifact that may occur based on the patient's scan situation and displays typical artifacts, the risk can be systematically reduced. Summary of the invention

[0004] In view of this, the main purpose of the present invention is to provide a method and system for dynamically prompting MR artifacts in a diagnostic report system. In view of the fact that imaging doctors are not familiar with MR artifacts, which may affect the diagnosis quality and efficiency, based on the analysis of DICOM image sequence characteristics, possible artifact types and examples of typical artifacts are dynamically given, so as to reduce the difficulty of learning for diagnostic doctors and improve the diagnosis quality and efficiency.

[0005] To achieve the above object, the technical solution of the present invention is as follows:

[0006] In one aspect, the present invention provides a method for dynamically prompting MR artifacts in a diagnostic reporting system, comprising:

[0007] S101: defining MR scanning artifact knowledge parameters and forming an artifact knowledge base;

[0008] S102: receiving a DICOM image of a patient's examination, and calling a feature determination program based on an artifact knowledge base to determine artifact information of the DICOM image;

[0009] S103: storing the artifact information of the DICOM image in a structured artifact data management table;

[0010] S104: The diagnosing doctor opens a structured report interface, extracts the artifact information of the DICOM image from the structured artifact data management table, and displays it to the diagnosing doctor.

[0011] Preferably, the method for determining the artifact information of the DICOM image is: extracting sequence features in the DICOM image, matching the sequence features in the DICOM image with sequence features of artifact appearance in the artifact knowledge base, thereby determining the artifact information.

[0012] Preferably, the artifact information of the DICOM image is encoded structured data.

[0013] Preferably, the artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

[0014] Preferably, the extracting of the artifact information in the DICOM image from the structured artifact data management table includes: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

[0015] In another aspect, the present invention provides a system for dynamically prompting MR artifacts in a diagnostic reporting system, comprising:

[0016] Preparation module, DICOM image receiving module, program judgment module, data storage module, extraction module and interface output module; wherein,

[0017] The preparation module, the DICOM image receiving module, the program determination module, the data storage module, the extraction module and the interface output module are connected in sequence.

[0018] The preparation module is used to define MR scanning artifact knowledge parameters and form an artifact knowledge base;

[0019] The DICOM image receiving module is used to receive DICOM images of patient examinations;

[0020] The program determination module is used to determine the artifact information of the DICOM image;

[0021] The data storage module is used to store the artifact information of the DICOM image into a structured artifact data management table;

[0022] The extraction module is used to extract the artifact information of the DICOM image from the structured artifact data management table when the diagnosing doctor opens the structured report interface;

[0023] The interface output module is used to display the result of extracting artifact information to the diagnosing doctor.

[0024] Preferably, the program module determines the artifact information of the DICOM image by extracting sequence features in the DICOM image and matching the sequence features in the DICOM image with sequence features of artifact occurrence in the artifact knowledge base.

[0025] Preferably, the artifact information of the DICOM image is encoded structured data.

[0026] Preferably, the artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

[0027] Preferably, the extraction module extracts the artifact information in the DICOM image from the structured artifact data management table, including: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

[0028] Technical effects of the present invention:

[0029] 1. By dynamically providing possible artifacts and examples of artifacts based on the actual MR scan conditions of each patient, the learning intensity of frontline diagnostic doctors can be reduced, the confusion caused by encountering artifacts can be reduced, and artifacts can be handled efficiently and with high quality when they occur.

[0030] 2. It is especially suitable for frontline doctors in primary medical institutions who have general professional foundation and few learning opportunities. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] Figure 1 This is a flow chart of a method for dynamically prompting MR artifacts in a diagnostic reporting system in Example 1.

[0032] Figure 2 This is a diagram showing the interface results in Example 1.

[0033] 1 is the artifact type control; 2 is the artifact generation principle control; 3 is the artifact elimination method control; 4 is the artifact image control;

[0034] Figure 3 This is a flow chart of a system for dynamically prompting MR artifacts in a diagnostic reporting system in Example 2. DETAILED DESCRIPTION

[0035] The present invention provides a method for dynamically prompting MR artifacts in a diagnostic reporting system, comprising:

[0036] S101: defining MR scanning artifact knowledge parameters and forming an artifact knowledge base;

[0037] In this step, the MR scan artifact knowledge parameters are first defined to form an artifact knowledge base as shown in Table 1.

[0038] Table 1 Artifact knowledge base

[0039]

[0040]

[0041]

[0042] It should be noted that the artifact images in Table 1 are general example images of corresponding artifact types and are not specifically shown in this article.

[0043] S102: receiving a DICOM image of a patient's examination, and calling a feature determination program based on an artifact knowledge base to determine artifact information of the DICOM image;

[0044] In this step, the DICOM images of the patient examination are first received and the feature judgment program is called. This judgment program uses a tool designed by our company to extract relevant sequence summaries from the DICOM images of MR scans and send the summaries to the structured reporting system to judge the artifact information of the DICOM images;

[0045] S103: storing the artifact information of the DICOM image in a structured artifact data management table;

[0046] In this step, the artifact information of the DICOM image is stored in the structured artifact data management table as shown in Table 1 and Table 2;

[0047] Table 1 Table coding table

[0048] Master ID Check ID Coding of structured prompt form illustrate

[0049] Table 2 Data coding table

[0050] ID Master ID Data Encoding value 1 1 Smit: A111 (artifact type encoding) 2 1 Smit: A112 (Principle coding of artifact generation) 3 1 Smit: A113 (artifact removal method encoding) 4 1 Smit: A114 (artifact image coding)

[0051] S104: The diagnosing doctor opens the structured report interface, extracts the artifact information of the DICOM image from the structured artifact data management table, and displays it to the diagnosing doctor.

[0052] In one embodiment of the present invention, a method for determining artifact information of a DICOM image is to extract sequence features in the DICOM image, match the sequence features in the DICOM image with sequence features of artifact appearance in an artifact knowledge base, and thereby determine the artifact information.

[0053] In an implementation manner provided by the present invention, the artifact information of the DICOM image is encoded structured data.

[0054] In an implementation manner provided by the present invention, the artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

[0055] In one embodiment provided by the present invention, extracting the artifact information in the DICOM image from the structured artifact data management table includes: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

[0056] In one embodiment of the present invention, a system for dynamically prompting MR artifacts in a diagnostic report system includes: a preparation module, a DICOM image receiving module, a program judgment module, a data storage module, an extraction module and an interface output module; wherein,

[0057] The preparation module, the DICOM image receiving module, the program judgment module, the data storage module, the extraction module and the interface output module are connected in sequence.

[0058] The preparation module is used to define MR scanning artifact knowledge parameters and form an artifact knowledge base;

[0059] The DICOM image receiving module is used to receive DICOM images of patient examinations;

[0060] The program determination module is used to determine the artifact information of the DICOM image;

[0061] The data storage module is used to store the artifact information of the DICOM image into a structured artifact data management table;

[0062] The extraction module is used to extract the artifact information of the DICOM image from the structured artifact data management table when the diagnosing doctor opens the structured report interface;

[0063] The interface output module is used to display the result of extracting artifact information to the diagnosing doctor.

[0064] In one embodiment of the present invention, the program module determines the artifact information of the DICOM image by extracting sequence features in the DICOM image and matching the sequence features in the DICOM image with the sequence features of artifact appearance in the artifact knowledge base.

[0065] In an implementation manner provided by the present invention, the artifact information of the DICOM image is encoded structured data.

[0066] In an implementation manner provided by the present invention, the artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

[0067] In one embodiment provided by the present invention, the extraction module extracts the artifact information in the DICOM image from the structured artifact data management table, including: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

[0068] The following describes in detail a method and system for dynamically prompting MR artifacts in a diagnostic reporting system of the present invention in conjunction with specific embodiments and drawings. It should be understood that the protection scope of the present invention is not limited to the given embodiments, and all deformations or variations that conform to the spirit of the present invention belong to the protection scope of the present invention.

[0069] Embodiment 1: A method for dynamically indicating MR artifacts in a diagnostic reporting system

[0070] Take FID artifact judgment as an example. The method for dynamically prompting MR artifacts in a diagnostic report system described in this embodiment is as follows: Figure 1 As shown, including:

[0071] S101: Define MR scan artifact knowledge parameters and form an artifact knowledge base as shown in Table 1, which will not be repeated here.

[0072] S102: Receive DICOM images of patient examinations, call a feature judgment program based on an artifact knowledge base, extract sequence features in the DICOM images, match the sequence features in the DICOM images with the sequence features of artifacts in the artifact knowledge base, and thereby determine artifact information, which is encoded structured data.

[0073] S103: Store the encoded structured data into the structured artifact data management table as shown in Table 3 and Table 4.

[0074] Table 3 Table coding table

[0075] Master ID Check ID Coding of structured prompt form illustrate 1 10021 Smit: A101 MR artifact determination

[0076] Table 4 Data coding table

[0077]

[0078] S104: extract the encoded structured data from the artifact data management table, and correspond the code of each encoded structured data to the code of the structured report control, and automatically fill the value of each encoded structured data into the corresponding structured report control to display it as a list-style interface prompt, such as Figure 2 As shown. Among them:

[0079] Artifact type code Smit: A111 corresponds to the code of the structured report artifact type control (1);

[0080] Artifact generation principle coding Smit: A112 corresponds to the coding of the structured reporting artifact generation principle control (2);

[0081] Artifact removal method coding Smit: A113 corresponds to the coding of the structured report artifact removal method control (3);

[0082] Artifact image coding Smit: A114 corresponds to the coding of the structured reporting artifact image control (4);

[0083] It should be noted that the coding of each control in the structured report is unified based on the RADLEX (guideline) international coding library.

[0084] Embodiment 2: A system for dynamically indicating MR artifacts in a diagnostic reporting system

[0085] The system for dynamically prompting MR artifacts in the diagnosis report system described in this embodiment is as follows: Figure 3 As shown, it includes: a preparation module 10, a DICOM image receiving module 20, a program judgment module 30, a data storage module 40, an extraction module 50 and an interface output module 60; wherein,

[0086] The preparation module 10 , the DICOM image receiving module 20 , the program determination module 30 , the data storage module 40 , the extraction module 50 and the interface output module 60 are connected in sequence.

[0087] The implementation method of this embodiment is as follows: the preparation module 10 first defines the MR scan artifact knowledge parameters and forms an artifact knowledge base, the DICOM image receiving module 20 receives the DICOM image of the patient examination, and then calls the program judgment module 30 to judge the artifact information of the DICOM image, which is encoded structured data, and the data storage module 40 then stores the encoded structured data in the structured artifact data management table; when the diagnostic doctor opens the structured report interface, the extraction module 50 extracts the encoded structured data from the artifact data management table, and corresponds the encoding of each encoded structured data with the encoding of the structured report control, and at the same time automatically fills in the value of each encoded structured data into the corresponding structured report control to display it as a list-based interface prompt, and the interface output module 60 displays the interface results to the diagnostic doctor.

[0088] The above description is only a preferred embodiment of the present disclosure and should not be understood as limiting the scope of the present disclosure. It should be pointed out that a person skilled in the art can make several modifications and improvements without departing from the concept of the present disclosure, and these all fall within the scope of protection of the present disclosure.

Claims

1. A method for dynamically prompting MR artifacts in a diagnostic reporting system, characterized in that: include: S101: defining MR scanning artifact knowledge parameters and forming an artifact knowledge base; wherein the defined MR scanning artifact knowledge parameters include MR scanning artifact types, sequence characteristics of artifact occurrence, principles of artifact generation, methods of artifact elimination, and artifact images; S102: receiving a DICOM image of a patient's examination, and calling a feature judgment program based on the artifact knowledge base to judge the artifact information of the DICOM image; wherein the method for judging the artifact information of the DICOM image is: extracting sequence features in the DICOM image, matching the sequence features in the DICOM image with the sequence features of the artifact appearance in the artifact knowledge base, thereby judging the artifact information; S103: storing the artifact information of the DICOM image in a structured artifact data management table; S104: The diagnosing doctor opens a structured report interface, extracts the artifact information of the DICOM image from the structured artifact data management table, and displays it to the diagnosing doctor.

2. The method for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 1, characterized in that: The artifact information of the DICOM image is encoded structured data.

3. The method for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 1, characterized in that: The artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

4. The method for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 2, characterized in that: The extracting of artifact information in the DICOM image from the structured artifact data management table includes: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

5. A system for dynamically indicating MR artifacts in a diagnostic reporting system, characterized in that: include: Preparation module, DICOM image receiving module, program judgment module, data storage module, extraction module and interface output module; wherein the preparation module-DICOM image receiving module-program judgment module-data storage module-extraction module and interface output module are connected in sequence; The preparation module is used to define MR scanning artifact knowledge parameters and form an artifact knowledge base; wherein the defined MR scanning artifact knowledge parameters include MR scanning artifact types, sequence characteristics of artifact occurrence, principles of artifact generation, methods of artifact elimination, and artifact images; The DICOM image receiving module is used to receive DICOM images of patient examinations; The program determination module is used to determine the artifact information of the DICOM image; wherein the program module determines the artifact information of the DICOM image by extracting sequence features in the DICOM image and matching the sequence features in the DICOM image with the sequence features of the artifact appearance in the artifact knowledge base; The data storage module is used to store the artifact information of the DICOM image into a structured artifact data management table; The extraction module is used to extract the artifact information of the DICOM image from the structured artifact data management table when the diagnosing doctor opens the structured report interface; The interface output module is used to display the result of extracting artifact information to the diagnosing doctor.

6. The system for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 5, characterized in that: The artifact information of the DICOM image is encoded structured data.

7. The system for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 5, characterized in that: The artifact information of the DICOM image includes the artifact type, the principle of artifact generation, the artifact elimination method and the artifact image.

8. The system for dynamically prompting MR artifacts in a diagnostic reporting system according to claim 6, characterized in that: The extraction module extracts the artifact information in the DICOM image from the structured artifact data management table, including: extracting the encoded structured data from the artifact data management table, matching the encoding of each encoded structured data with the encoding of the structured report control, and automatically filling the value of each encoded structured data into the corresponding structured report control.

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