CN-122025079-A - Diagnostic method, device, equipment and readable storage medium for medical information

Abstract

The application discloses a diagnosis method, a device, equipment and a readable storage medium of medical information, wherein the method comprises the steps of acquiring initial characteristic information of a target object in initial medical information; acquiring reference medical information associated with the initial medical information, determining auxiliary information associated with the target object based on the reference medical information, and performing rationality analysis on the initial characteristic information based on the auxiliary information to obtain a diagnosis result. By the medical information diagnosis method provided by the application, the initial characteristic information can be more reasonably judged by combining the related auxiliary information of the reference medical information, so that the rationality and accuracy of the finally output diagnosis result are improved.

Inventors

• ZHANG WEN
• XIAO YUETING
• YANG GUANG
• ZHENG CHAO
• MAO XINSHENG

Assignees

• 数坤科技股份有限公司

Dates

Publication Date

20260512

Application Date

20251231

Claims (11)

1. 1. A method of diagnosing medical information, comprising: acquiring initial characteristic information of a target object in initial medical information; Acquiring reference medical information associated with the initial medical information, and determining auxiliary information associated with the target object based on the reference medical information; And carrying out rationality analysis on the initial characteristic information based on the auxiliary information to obtain a diagnosis result.
2. 2. The method of claim 1, wherein the reference medical information comprises a plurality of reference medical information, wherein a plurality of reference medical information are respectively associated with the initial medical information in different dimensions.
3. 3. The method of claim 2, wherein the reference medical information comprises historical reference medical information associated with the initial medical information in a time dimension; the determining auxiliary information associated with the target object based on the reference medical information includes: determining historical characteristic information associated with the target object in the historical reference medical information; And predicting based on the historical characteristic information to obtain auxiliary information for indicating a prediction result of the historical characteristic information.
4. 4. The method of claim 2, wherein the reference medical information comprises multi-modal reference medical information associated with the initial medical information in a lateral dimension; the determining auxiliary information associated with the target object based on the reference medical information includes: Determining multi-modal feature information associated with the target object in the multi-modal reference medical information; And comparing the multi-mode characteristic information with the initial characteristic information to obtain auxiliary information for indicating the difference between the multi-mode characteristic information and the initial characteristic information.
5. 5. The method of claim 1, wherein the rationality analysis of the initial characteristic information based on the auxiliary information comprises: determining possible recognition results of the target object according to the auxiliary information; determining an impossible recognition result of the target object according to the initial characteristic information; and determining a rationality analysis result of the initial feature information based on the possible identification result and the impossible identification result.
6. 6. The method according to claim 1, wherein the method further comprises: And displaying the auxiliary information and the diagnosis result in a diagnosis report.
7. 7. The method according to claim 1, wherein the assistance information comprises acknowledgement assistance information and/or suspected assistance information.
8. 8. The method according to any one of claims 1 to 7, wherein the initial characteristic information of the target object comprises lesion characteristic information of a lesion and/or tissue characteristic information of a physiological tissue.
9. 9. A diagnostic device for medical information, comprising: the acquisition module is used for acquiring initial characteristic information of a target object in the initial medical information; A determining module, configured to obtain reference medical information associated with the initial medical information, and determine auxiliary information associated with the target object based on the reference medical information; and the analysis module is used for carrying out rationality analysis on the initial characteristic information based on the auxiliary information to obtain a diagnosis result.
10. 10. A computer device, the computer device comprising: one or more processors; Memory, and One or more applications, wherein the one or more applications are stored in the memory and configured to be executed by the processor to implement the diagnostic method of medical information of any one of claims 1 to 8.
11. 11. A computer-readable storage medium, on which a computer program is stored, the computer program being loaded by a processor to perform the diagnostic method of medical information according to any one of claims 1 to 8.

Description

Diagnostic method, device, equipment and readable storage medium for medical information Technical Field The present application relates to the field of medical diagnosis technologies, and in particular, to a method, an apparatus, a device, and a readable storage medium for diagnosing medical information. Background Existing medical information, such as outpatient information or imaging information, is typically used to generate diagnostic reports based on the judgment of a physician. Although the related AI (artificial intelligence) report generator can automatically collect information such as images, characters and the like to generate a diagnosis report, the diagnosis result is easy to be unclear, and even the problem of violating medical common knowledge occurs. Therefore, the existing medical information diagnosis based on AI has the problem of low accuracy and fault tolerance. Disclosure of Invention The application provides a medical information diagnosis method, a device, equipment and a readable storage medium, which can at least partially improve the accuracy and fault tolerance of medical information diagnosis so as to solve the technical problems. In a first aspect, the present application provides a method of diagnosing medical information, comprising: acquiring initial characteristic information of a target object in initial medical information; Acquiring reference medical information associated with the initial medical information, and determining auxiliary information associated with the target object based on the reference medical information; And carrying out rationality analysis on the initial characteristic information based on the auxiliary information to obtain a diagnosis result. In one embodiment of the present application, the reference medical information includes a plurality, wherein a plurality of the reference medical information are respectively associated with the initial medical information in different dimensions. In one embodiment of the application, the reference medical information comprises historical reference medical information associated with the initial medical information in a time dimension; the determining auxiliary information associated with the target object based on the reference medical information includes: determining historical characteristic information associated with the target object in the historical reference medical information; And predicting based on the historical characteristic information to obtain auxiliary information for indicating a prediction result of the historical characteristic information. In one embodiment of the application, the reference medical information comprises multimodal reference medical information associated with the initial medical information in a lateral dimension; the determining auxiliary information associated with the target object based on the reference medical information includes: Determining multi-modal feature information associated with the target object in the multi-modal reference medical information; And comparing the multi-mode characteristic information with the initial characteristic information to obtain auxiliary information for indicating the difference between the multi-mode characteristic information and the initial characteristic information. In one embodiment of the present application, the performing a rationality analysis on the initial feature information based on the auxiliary information includes: Determining possible recognition results of the initial characteristic information based on the auxiliary information; determining an impossible recognition result of the initial characteristic information through a trained analysis model; and determining a rationality analysis result of the initial feature information based on the possible identification result and the impossible identification result. In one embodiment of the application, the auxiliary information comprises acknowledgement auxiliary information and/or suspected auxiliary information. In one embodiment of the application, the method further comprises: And displaying the auxiliary information and the diagnosis result in a diagnosis report. In one embodiment of the application, the initial characteristic information comprises lesion characteristic information of a lesion and/or tissue characteristic information of a physiological tissue. In a second aspect, the present application also provides a diagnostic apparatus of medical information, comprising: the acquisition module is used for acquiring initial characteristic information of a target object in the initial medical information; A determining module, configured to obtain reference medical information associated with the initial medical information, and determine auxiliary information associated with the target object based on the reference medical information; and the analysis module is used for carrying out rationality analysis on the initial characteristic information base