CN111554369B - Medical data processing method, interaction method and storage medium - Google Patents
Medical data processing method, interaction method and storage medium Download PDFInfo
- Publication number
- CN111554369B CN111554369B CN202010356782.8A CN202010356782A CN111554369B CN 111554369 B CN111554369 B CN 111554369B CN 202010356782 A CN202010356782 A CN 202010356782A CN 111554369 B CN111554369 B CN 111554369B
- Authority
- CN
- China
- Prior art keywords
- medical
- focus
- medical records
- medical record
- records
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
Abstract
The present disclosure relates to a method of processing medical data, comprising: screening out other medical records through the structural data of the focus characteristic information based on the determined focus in the first medical record; acquiring the description content of the focus in other medical records; and updating the description content when the corresponding standard description content exists for the description content of the focus in other medical records. An interactive method for medical data processing, wherein a focus in a first medical record is determined through a first interactive operation; screening structured data based on focus characteristic information, and presenting other medical records; when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents; the description content is updated through a second interactive operation. According to the embodiment of the invention, the reference effect required by similar cases can be achieved, and the implementation of clinical expression standardization can be promoted.
Description
Technical Field
The disclosure relates to the technical field of intelligent auxiliary medical diagnosis information, in particular to a medical data processing method, an interaction method and a storage medium.
Background
In medical records provided by the existing medical auxiliary diagnosis software, the adopted diagnosis terms and the corresponding description terms can be nonstandard or non-latest standard diagnosis terms. If the user searches for standard diagnostic terms, such as related information coded by the world health organization icd-9-cm, the current latest classification/naming method of the diseases is complicated.
Disclosure of Invention
The disclosure aims to provide a medical data processing method, an interaction method and a storage medium, which can achieve the reference effect required by similar cases and promote the implementation of clinical expression standardization.
According to one aspect of the present disclosure, there is provided a medical data processing method including:
screening out other medical records through the structural data of the focus characteristic information based on the determined focus in the first medical record;
acquiring the description content of the focus in other medical records;
and updating the description content when the corresponding standard description content exists for the description content of the focus in other medical records.
In some embodiments, the screening out other medical records from the structured data of lesion characterization information includes:
comparing focus characteristic information in the first medical record with other medical records to obtain structured data;
and determining the similarity between other medical records and the first medical record according to the structured data.
In some embodiments, the comparing the lesion characteristic information in the first medical record with other medical records to obtain structured data includes:
comparing various characteristic parameters of lesions in the first medical record with those of other medical records;
based on the comparison results of the various characteristic parameters, respectively, obtaining corresponding comparison evaluation values;
based on weighted accumulation of the comparison evaluation values, structured data is obtained.
In some embodiments, wherein the comparing the various characteristic parameters of the lesion in the first medical record to other medical records includes comparing at least one of:
lesion size, lesion density, lesion location, lesion symptoms.
In some embodiments, wherein the first medical record comprises a medical image;
the determining mode of the focus in the first medical record comprises the following steps:
and obtaining the focus in the determined first medical record by means of automatic outlining and/or manual outlining on the medical images in the first medical record.
In some embodiments, when there is a corresponding standard description content for the description content of the focus in the other medical records, updating the description content includes:
providing a display interface for presenting other medical records, at least for displaying the current description content of the focus in the other medical records;
prompting that the description contents of the focus in other medical records have corresponding standard description contents based on the comparison with the standard library;
the description is updated in response to the interface operation.
In some embodiments, the updating the description content in response to the interface operation further includes:
updating the descriptive content in the other medical records operated in response to the interface operation; or alternatively
In response to the interface operation, the descriptive content in all other medical records is updated.
According to one of the aspects of the present disclosure, an interactive method for medical data processing is provided, wherein,
determining a focus in a first medical record through a first interactive operation;
screening structured data based on focus characteristic information, and presenting other medical records;
when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents;
the description content is updated through a second interactive operation.
In some embodiments, the method comprises, among other things,
the first medical record is presented through a first interactive interface, and the first interactive operation corresponds to the first interactive interface;
the other medical records are presented through a second interactive interface, the second interactive operation corresponds to the second interactive interface, and the other medical records are presented in the second interactive interface in a sequence according to the similarity between the other medical records and the first medical record, which is determined according to the structured data.
According to one aspect of the present disclosure, there is provided a computer-readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, implement:
according to the above medical data processing method, or
The interaction method for medical data processing according to the above.
The medical data processing method, interaction method and storage medium of various embodiments of the present disclosure screen out other medical records based on the determined focus in the first medical record through the structured data of the focus characteristic information; acquiring the description content of the focus in other medical records; when the description content of the focus in other medical records has corresponding standard description content, updating the description content; and determining a focus in the first medical record through the first interactive operation; screening structured data based on focus characteristic information, and presenting other medical records; when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents; the description content is updated through a second interactive operation. Based on this, various embodiments of the present disclosure can make the diagnostic fields that may appear in the medical record report and the modifications that may exist in naming/classifying the diseases correspond one-to-one, and display the diagnosis according to the standard naming/classifying, so as to achieve the reference effect required by similar cases and promote the implementation of clinical term standardization.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure, as claimed.
Drawings
In the drawings, which are not necessarily to scale, like reference numerals in different views may designate like components. Like reference numerals with letter suffixes or like reference numerals with different letter suffixes may represent different instances of similar components. The accompanying drawings generally illustrate various embodiments by way of example, and not by way of limitation, and are used in conjunction with the description and claims to explain the disclosed embodiments.
FIG. 1 illustrates a flow chart of a method of processing medical data according to an embodiment of the present disclosure;
FIG. 2 illustrates a flow chart of an interaction method for medical data processing according to an embodiment of the present disclosure;
FIG. 3 illustrates a schematic diagram of an interactive display interface in accordance with embodiments of the present disclosure;
FIG. 4 illustrates a schematic diagram of another interactive display interface in accordance with embodiments of the present disclosure;
fig. 5 illustrates a schematic diagram of yet another interactive display interface in accordance with embodiments of the present disclosure.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present disclosure more apparent, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below with reference to the accompanying drawings of the embodiments of the present disclosure. It will be apparent that the described embodiments are some, but not all, of the embodiments of the present disclosure. All other embodiments, which can be made by one of ordinary skill in the art without the need for inventive faculty, are within the scope of the present disclosure, based on the described embodiments of the present disclosure.
Unless defined otherwise, technical or scientific terms used in this disclosure should be given the ordinary meaning as understood by one of ordinary skill in the art to which this disclosure belongs. The word "comprising" or "comprises", and the like, means that elements or items preceding the word are included in the element or item listed after the word and equivalents thereof, but does not exclude other elements or items.
In order to keep the following description of the embodiments of the present disclosure clear and concise, the present disclosure omits detailed description of known functions and known components.
If the existing medical auxiliary diagnosis software can provide similar medical record functions, it can be assumed that after a user selects a certain focus and clicks the similar medical record functions, the system recommends a plurality of cases according to the similarity in a pre-stored historical case library for reference by the user. It is known that if a case in the case repository relates to a history, the diagnosis used is for diagnostic terms that may be nonstandard or non-up-to-date. If the user searches related information coded by the world health organization icd-9-cm and the like to acquire the current latest classification/naming mode of the diseases, the method is more complicated. The reasons for this include: on the one hand, the disease diagnosis naming/classification specification is usually that information is acquired by a hospital department and transmitted to various departments of the hospital, but due to the limitation of transmission mode, a clinician usually acquires the information, but an auxiliary department (especially an image/pathology department and the like) is difficult to obtain the information explicitly, so that the diagnosis term in a report is always nonstandard; on the other hand, the hospital disease naming/classification standardization work is only standardized at the time of discharge, but the examination report of the auxiliary departments (especially, the images/pathology department, etc.) is completed before or during the hospitalization, so the hospital disease diagnosis naming/classification standardization has no practical influence on the standardization of the examination report expression thereof at the time of discharge. The problem that results directly from this is that, since the data in the library of similar cases is annotated according to the original medical record report at some previous point in time, the term in the original medical record report is irregular or expired, i.e. the time the medical record report was given, the term is standard, but the disease classification is renamed/changed later, and the naming/classification before the reuse is now inadequate, which is disadvantageous for referring to the doctor.
As one aspect, as shown in fig. 1, an embodiment of the present disclosure provides a method for processing medical data, including:
s101: screening out other medical records through the structural data of the focus characteristic information based on the determined focus in the first medical record;
s102: acquiring the description content of the focus in other medical records;
s103: and updating the description content when the corresponding standard description content exists for the description content of the focus in other medical records.
In the embodiment of the disclosure, the first medical record may be a medical record currently operated by a user, for example, operations such as diagnosis, interpretation, maintenance and the like need to be performed on the medical record. For lesions in the first medical record, the determination can be made through interactive operations of the diagnostic system, such as click, entry, box, etc. Taking the determination operation for the focus in the CT chest image as an example, the first medical record of the embodiment of the disclosure may include the CT chest image, and the user may determine the focus by using an automatic outlining manner, for example, by using an AI identification manner, by using an operation instruction, for example, clicking on the focus area, or may determine the focus by using a manual outlining manner. It can be known that the user can draw the sketching line and modify the sketching line in a manual sketching mode, so that the focus is determined.
Based on the determined lesion, embodiments of the present disclosure can obtain other medical records associated with the first medical record based on the lesion. Specifically, according to the embodiment of the disclosure, other medical records can be screened out through the structural data of the focus characteristic information. Thereby realizing the following steps: the step of screening out other medical records through the structural data of the focus characteristic information comprises the following steps:
comparing focus characteristic information in the first medical record with other medical records to obtain structured data;
and determining the similarity between other medical records and the first medical record according to the structured data.
In a specific implementation manner, taking CT chest images as an example, the embodiment of the disclosure performs structural data post-processing on feature information of a focus corresponding to the first medical record and other medical records. Preferably, the comparing the various characteristic parameters of the lesions in the first medical record with those in other medical records includes comparing at least one of the following characteristic parameters:
lesion size, for example: diameter phase differences measured by the diameter of lung nodules;
focal density, for example: a density comparison measured by the density of lung nodules;
lesion location, for example: comparing the positions measured by the lobe segments where the lung nodules are located;
lesion signs, for example: characterization comparison of lung nodule symptoms.
Specifically, embodiments of the present disclosure may be implemented by quantization: comparing the focus characteristic information in the first medical record with other medical records to obtain structural data, including:
comparing various characteristic parameters of lesions in the first medical record with those of other medical records;
based on the comparison results of the various characteristic parameters, respectively, obtaining corresponding comparison evaluation values;
based on weighted accumulation of the comparison evaluation values, structured data is obtained.
Continuing to illustrate the pulmonary nodule or tumor, for the evaluation of the diameter phase difference, corresponding evaluation values can be given in different numerical intervals, for example, the diameter phase difference is within 2mm, the evaluation value is 1, the diameter phase difference is between 2.1mm and 5mm, the evaluation value is 0.7, the diameter phase difference is between 5.1mm and 10mm, the evaluation value is 0.3, the diameter phase difference is more than 10mm, the evaluation value is 0, and the evaluation value about the diameter phase difference in actual interpretation can be obtained in a non-accumulative way. For the evaluation of the density comparison, corresponding evaluation values can be given under different density interpretation results, for example, the density is consistent, the evaluation value is 1, the density belongs to the solidity and the sub-solidity (the sub-solidity comprises partial solidity and pure ground glass), the evaluation value is 0.7, the density belongs to the solidity and the calcification range, the evaluation value is 0.1, the density belongs to the sub-solidity and the calcification range, the evaluation value about the density comparison in the actual interpretation can be obtained in a non-accumulative way. For the evaluation of the position comparison, corresponding evaluation values can be given under different position interpretation results, for example, the evaluation value is 1, the evaluation values are consistent and inconsistent, the evaluation value is 0.5, the evaluation value is 0.2, and the evaluation value acquisition about the position comparison in the actual interpretation can adopt a non-accumulative mode. For evaluation of the symptom comparison, corresponding evaluation values can be given under different symptom interpretation results, the evaluation values are given in a consistent manner, the evaluation values are not given in a inconsistent manner, for example, the evaluation values are respectively classified into leaves, the evaluation values are 0.3, the evaluation values are respectively burr, the evaluation values are 0.3, the evaluation values are respectively hollow, the evaluation values are respectively 0.1, the evaluation values are respectively hollow, the evaluation values are respectively 0.2, the evaluation values are respectively concave, the evaluation values are respectively 0.1, and the evaluation value acquisition about the consistency in actual interpretation can be in an accumulated manner.
In order to further accurately structure the data, the embodiment of the disclosure can perform weighted accumulation on the evaluation values, and then obtain the structured data to perform similarity association between medical records. For example, an evaluation value a of the diameter difference is given a weight of 20%, an evaluation value B of the density comparison is given a weight of 50%, an evaluation value C of the position comparison is given a weight of 10%, and an evaluation value D of the consistency is given a weight of 20%. Based on weighting of the comparison evaluation values, the percentage values are obtained after accumulation, and therefore the similarity is obtained. In a preferred embodiment of the present disclosure, other medical records related to the present disclosure may be screened out, where the batch medical records with higher similarity may be screened out according to the similarity.
In some embodiments, the processing methods of the present disclosure may further: when the description content of the focus in other medical records has corresponding standard description content, updating the description content comprises the following steps:
providing a display interface for presenting other medical records, at least for displaying the current description content of the focus in the other medical records;
prompting that the description contents of the focus in other medical records have corresponding standard description contents based on the comparison with the standard library;
the description is updated in response to the interface operation.
Specifically, when descriptions of the focus in other medical records, including diagnostic terms, etc., have corresponding standard descriptions, for example, standard descriptions of related information coded by the world health organization icd-9-cm, etc., the embodiments of the present disclosure may provide a display interface for presenting other medical records, so as to at least display the current descriptions of the focus in other medical records, which may include data such as images, diagnostic reports, and medical records. Based on the comparison with the standard library of the related information coded by the world health organization icd-9-cm, the description content of the focus in other medical records is prompted to have corresponding standard description content, and the user updates the description content in other cases through interface operation.
In the embodiment of the disclosure, diagnostic fields which can appear in a medical record report and the modification (if any) of the diseases on naming/classifying are in one-to-one correspondence, the doctor is subjected to pathological diagnosis display according to the new naming/classifying, and the doctor is informed of the background information that the naming/classifying of the diagnosis is modified; not only achieves the reference effect required by similar cases, but also promotes the implementation of clinical expression standardization.
At the same time, at the naming level, aiming at the description of some naming habits and aiming at the improvement of interactive friendliness, the disclosure can also allow to modify whether the presentation uses the new naming or the old naming of the diagnosis in the personal account number control range according to the personal habits, such as the situation that some naming rules are used for long-term habits and the medical diagnosis is safe, but keeps prompting the corresponding standard descriptive contents of the focus in other medical records.
Further, in some embodiments, the updating the description content in response to the interface operation further includes:
updating the descriptive content in the other medical records operated in response to the interface operation; or alternatively
In response to the interface operation, the descriptive content in all other medical records is updated.
Specifically, if the same name is a modified name in other medical records, the same name can be replaced by the modified name through one operation related to the embodiment of the disclosure, that is: the diagnosis term in a similar medical record is updated, and the places related to the record in all related medical records can be updated in a unified way.
As one aspect of the present disclosure, as shown in fig. 2, an embodiment of the present disclosure provides an interactive method for medical data processing, in which,
s201: determining a focus in a first medical record through a first interactive operation;
s202: screening structured data based on focus characteristic information, and presenting other medical records;
s203: when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents;
s204: the description content is updated through a second interactive operation.
Preferably, in combination with the foregoing processing method of the embodiment of the disclosure, the first medical record is presented through a first interactive interface, and the first interactive operation corresponds to the first interactive interface;
the other medical records are presented through a second interactive interface, the second interactive operation corresponds to the second interactive interface, and the other medical records are presented in the second interactive interface in a sequence according to the similarity between the other medical records and the first medical record, which is determined according to the structured data.
The following describes the processing method and the interaction method of the embodiments of the present disclosure in further detail based on the description of the above specific embodiments in conjunction with the accompanying drawings.
Broadly, it comprises: step one, inquiring similar cases when receiving a similar medical record inquiring command, and sequencing and outputting according to the similarity; step two, judging whether diagnostic fields which can appear in the pathological report of the similar cases and the diseases are modified in naming/classification; thirdly, when the modification is found, prompting through a prompting button; and fourthly, after the user clicks the prompt button, displaying pathological diagnosis of the doctor according to the new name/category in a popup window mode, and informing the doctor of the background information of the diagnosis name/category which is modified.
As shown in fig. 3, after the user selects the number 4 focus in the first interactive interface of the embodiment of the disclosure, the system queries similar medical records based on the user selecting the focus, and performs sorting display according to the similarity, and refers to the right side in the figure, that is, the image and the case list of the second interactive interface of the embodiment of the disclosure. As shown, the system queries 5 images for medical records, with the 4 th similar medical record "sclerosing hemangioma" and the 5 th similar medical record "sclerosing hemangioma" queried for a modified naming. At this point "? "hint that the name has a modification.
As shown in fig. 4, move mouse to this "? After the position, a remark frame is popped up, and a mark in the remark frame is clicked in the remark frame, for example, the underlined characters in the drawing can be replaced by the characters on the underlined lines.
As shown in fig. 5, the above procedure shows that "sclerosing hemangioma" is replaced with "sclerosing alveolar cytoma".
Specifically, one of the inventive concepts of the present disclosure aims to screen out other medical records based on the determined focus in the first medical record through the structured data of the focus characteristic information; acquiring the description content of the focus in other medical records; when the description content of the focus in other medical records has corresponding standard description content, updating the description content; and determining a focus in the first medical record through the first interactive operation; screening structured data based on focus characteristic information, and presenting other medical records; when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents; the description content is updated through the second interactive operation, the diagnostic fields which can appear in the medical record report and the modifications which can exist in naming/classifying the diseases are in one-to-one correspondence, and diagnosis is displayed according to standard naming/classifying, so that the reference effect required by similar cases is achieved, and the implementation of clinical expression standardization is promoted.
As one aspect of the disclosure, the disclosure further provides a computer-readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, implement mainly an interaction method for medical data processing according to the above, comprising at least:
determining a focus in a first medical record through a first interactive operation;
screening structured data based on focus characteristic information, and presenting other medical records;
when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents;
the description content is updated through a second interactive operation.
As one aspect of the disclosure, the disclosure further provides a computer-readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, mainly implement a method for processing medical data according to the above, at least comprising:
screening out other medical records through the structural data of the focus characteristic information based on the determined focus in the first medical record;
acquiring the description content of the focus in other medical records;
and updating the description content when the corresponding standard description content exists for the description content of the focus in other medical records.
In some embodiments, the executing computer-executable instructions processor can be a processing device including more than one general purpose processing device, such as a microprocessor, central Processing Unit (CPU), graphics Processing Unit (GPU), or the like. More specifically, the processor may be a Complex Instruction Set Computing (CISC) microprocessor, a Reduced Instruction Set Computing (RISC) microprocessor, a Very Long Instruction Word (VLIW) microprocessor, a processor running other instruction sets, or a processor running a combination of instruction sets. The processor may also be one or more special purpose processing devices such as an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA), a Digital Signal Processor (DSP), a system on a chip (SoC), or the like.
In some embodiments, the computer readable storage medium may be memory, such as read-only memory (ROM), random-access memory (RAM), phase-change random-access memory (PRAM), static random-access memory (SRAM), dynamic random-access memory (DRAM), electrically erasable programmable read-only memory (EEPROM), other types of random-access memory (RAM), flash memory disk or other forms of flash memory, cache, registers, static memory, compact disk read-only memory (CD-ROM), digital Versatile Disk (DVD) or other optical storage, magnetic cassettes or other magnetic storage devices, or any other possible non-transitory medium which can be used to store information or instructions that can be accessed by a computer device, and the like.
In some embodiments, the computer-executable instructions may be implemented as a plurality of program modules which collectively implement a method of displaying medical images according to any of the present disclosure.
The present disclosure describes various operations or functions that may be implemented or defined as software code or instructions. The display unit may be implemented as software code or instruction modules stored on a memory that when executed by a processor may implement the corresponding steps and methods.
Such content may be source code or differential code ("delta" or "patch" code) that may be executed directly ("object" or "executable" form). The software implementations of the embodiments described herein may be provided by an article of manufacture having code or instructions stored thereon or by a method of operating a communication interface to transmit data over the communication interface. The machine or computer-readable storage medium may cause a machine to perform the described functions or operations and includes any mechanism for storing information in a form accessible by the machine (e.g., computing display device, electronic system, etc.), such as recordable/non-recordable media (e.g., read Only Memory (ROM), random Access Memory (RAM), magnetic disk storage media, optical storage media, flash memory display device, etc.). The communication interface includes any mechanism for interfacing with any of a hard-wired, wireless, optical, etc. media to communicate with other display devices, such as a memory bus interface, a processor bus interface, an internet connection, a disk controller, etc. The communication interface may be configured by providing configuration parameters and/or sending signals to prepare the communication interface to provide data signals describing the software content. The communication interface may be accessed by sending one or more commands or signals to the communication interface.
The computer-executable instructions of embodiments of the present disclosure may be organized into one or more computer-executable components or modules. Aspects of the disclosure may be implemented with any number and combination of such components or modules. For example, aspects of the present disclosure are not limited to the specific computer-executable instructions or the specific components or modules illustrated in the figures and described herein. Other embodiments may include different computer-executable instructions or components having more or less functionality than illustrated and described herein.
The above description is intended to be illustrative and not restrictive. For example, the above-described examples (or one or more aspects thereof) may be used in combination with each other. For example, other embodiments may be used by those of ordinary skill in the art upon reading the above description. In addition, in the above detailed description, various features may be grouped together to streamline the disclosure. This is not to be interpreted as an intention that the disclosed features not being claimed are essential to any claim. Rather, the disclosed subject matter may include less than all of the features of a particular disclosed embodiment. Thus, the following claims are hereby incorporated into the detailed description as examples or embodiments, with each claim standing on its own as a separate embodiment, and it is contemplated that these embodiments may be combined with one another in various combinations or permutations. The scope of the disclosure should be determined with reference to the appended claims, along with the full scope of equivalents to which such claims are entitled.
The above embodiments are merely exemplary embodiments of the present disclosure, which are not intended to limit the present disclosure, the scope of which is defined by the claims. Various modifications and equivalent arrangements of parts may be made by those skilled in the art, which modifications and equivalents are intended to be within the spirit and scope of the present disclosure.
Claims (8)
1. A method of processing medical data, comprising:
screening out other medical records through the structural data of the focus characteristic information based on the determined focus in the first medical record;
acquiring the description content of the focus in other medical records;
when the description content of the focus in other medical records has corresponding standard description content, updating the description content;
the step of screening out other medical records through the structural data of the focus characteristic information comprises the following steps:
comparing focus characteristic information in the first medical record with other medical records to obtain structured data;
according to the structured data, determining the similarity between other medical records and the first medical record;
comparing the focus characteristic information in the first medical record with other medical records to obtain structural data, including:
comparing various characteristic parameters of lesions in the first medical record with those of other medical records;
based on the comparison results of the various characteristic parameters, respectively, obtaining corresponding comparison evaluation values;
based on weighted accumulation of the comparison evaluation values, structured data is obtained.
2. The method of processing of claim 1, wherein the comparing various characteristic parameters of lesions in the first medical record with other medical records includes comparing at least one of:
lesion size, lesion density, lesion location, lesion symptoms.
3. The processing method of claim 1, wherein the first medical record comprises a medical image;
the determining mode of the focus in the first medical record comprises the following steps:
and obtaining the focus in the determined first medical record by means of automatic outlining and/or manual outlining on the medical images in the first medical record.
4. The processing method according to claim 1, wherein updating the description content when there is a corresponding standard description content for the description content of the focus in the other medical records includes:
providing a display interface for presenting other medical records, at least for displaying the current description content of the focus in the other medical records;
prompting that the description contents of the focus in other medical records have corresponding standard description contents based on the comparison with the standard library;
the description is updated in response to the interface operation.
5. The processing method of claim 4, wherein the updating the description content in response to the interface operation further comprises:
updating the descriptive content in the other medical records operated in response to the interface operation; or alternatively
In response to the interface operation, the descriptive content in all other medical records is updated.
6. An interactive method for medical data processing, wherein,
determining a focus in a first medical record through a first interactive operation;
screening structured data based on focus characteristic information, and presenting other medical records;
when the description contents of the focus in other medical records have corresponding standard description contents, prompting that the description contents of the focus in other medical records have corresponding standard description contents;
updating the descriptive content through a second interactive operation;
the filtering of the structured data based on the focus characteristic information presents other medical records, including:
comparing focus characteristic information in the first medical record with other medical records to obtain structured data;
according to the structured data, determining the similarity between other medical records and the first medical record;
comparing the focus characteristic information in the first medical record with other medical records to obtain structural data, including:
comparing various characteristic parameters of lesions in the first medical record with those of other medical records;
based on the comparison results of the various characteristic parameters, respectively, obtaining corresponding comparison evaluation values;
based on weighted accumulation of the comparison evaluation values, structured data is obtained.
7. The interaction method of claim 6, wherein,
the first medical record is presented through a first interactive interface, and the first interactive operation corresponds to the first interactive interface;
the other medical records are presented through a second interactive interface, the second interactive operation corresponds to the second interactive interface, and the other medical records are presented in the second interactive interface in a sequence according to the similarity between the other medical records and the first medical record, which is determined according to the structured data.
8. A computer-readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, implement:
a processing method according to any one of claims 1 to 5, or an interaction method according to claim 6 or 7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010356782.8A CN111554369B (en) | 2020-04-29 | 2020-04-29 | Medical data processing method, interaction method and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010356782.8A CN111554369B (en) | 2020-04-29 | 2020-04-29 | Medical data processing method, interaction method and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111554369A CN111554369A (en) | 2020-08-18 |
| CN111554369B true CN111554369B (en) | 2023-08-04 |
Family
ID=72007901
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010356782.8A Active CN111554369B (en) | 2020-04-29 | 2020-04-29 | Medical data processing method, interaction method and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111554369B (en) |
Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102819655A (en) * | 2011-06-10 | 2012-12-12 | 中国科学院深圳先进技术研究院 | System and method for presenting electronic medical records |
| CN103514375A (en) * | 2013-10-10 | 2014-01-15 | 中国中医科学院 | Electronic medical record rapid recording system based on standard terminology |
| CN105069124A (en) * | 2015-08-13 | 2015-11-18 | 易保互联医疗信息科技（北京）有限公司 | Automatic ICD (International Classification of Diseases) coding method and system |
| JP2016157320A (en) * | 2015-02-25 | 2016-09-01 | キヤノン株式会社 | Information processing system, information processing method, and program |
| JP2017174165A (en) * | 2016-03-24 | 2017-09-28 | 株式会社湯山製作所 | Electronic medical chart device, electronic medical chart system, and update program |
| CN107273657A (en) * | 2017-05-15 | 2017-10-20 | 慧影医疗科技（北京）有限公司 | The generation method and storage device of diagnostic imaging picture and text report |
| CN107731269A (en) * | 2017-10-25 | 2018-02-23 | 山东众阳软件有限公司 | Disease code method and system based on raw diagnostic data and patient file data |
| CN109583440A (en) * | 2017-09-28 | 2019-04-05 | 北京西格码列顿信息技术有限公司 | It is identified in conjunction with image and reports the medical image aided diagnosis method edited and system |
| CN109727243A (en) * | 2018-12-29 | 2019-05-07 | 无锡祥生医疗科技股份有限公司 | Breast ultrasound image recognition analysis method and system |
| CN109887577A (en) * | 2017-11-06 | 2019-06-14 | 北京昆仑医云科技有限公司 | System, method and the medium of report are generated for the medical image based on patient |
| CN109887562A (en) * | 2019-02-20 | 2019-06-14 | 广州天鹏计算机科技有限公司 | The similarity of electronic health record determines method, apparatus, equipment and storage medium |
| CN110277149A (en) * | 2019-06-28 | 2019-09-24 | 北京百度网讯科技有限公司 | Processing method, device and the equipment of electronic health record |
| CN113345545A (en) * | 2021-07-28 | 2021-09-03 | 北京惠每云科技有限公司 | Clinical data checking method and device, electronic equipment and readable storage medium |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10133847B2 (en) * | 2014-06-10 | 2018-11-20 | International Business Machines Corporation | Automated medical problem list generation from electronic medical record |
| CN106506502B (en) * | 2016-11-15 | 2017-09-22 | 合肥工业大学 | A kind of multi-modal mobile electron medical records system and its method of work |
-
2020
- 2020-04-29 CN CN202010356782.8A patent/CN111554369B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102819655A (en) * | 2011-06-10 | 2012-12-12 | 中国科学院深圳先进技术研究院 | System and method for presenting electronic medical records |
| CN103514375A (en) * | 2013-10-10 | 2014-01-15 | 中国中医科学院 | Electronic medical record rapid recording system based on standard terminology |
| JP2016157320A (en) * | 2015-02-25 | 2016-09-01 | キヤノン株式会社 | Information processing system, information processing method, and program |
| CN105069124A (en) * | 2015-08-13 | 2015-11-18 | 易保互联医疗信息科技（北京）有限公司 | Automatic ICD (International Classification of Diseases) coding method and system |
| JP2017174165A (en) * | 2016-03-24 | 2017-09-28 | 株式会社湯山製作所 | Electronic medical chart device, electronic medical chart system, and update program |
| CN107273657A (en) * | 2017-05-15 | 2017-10-20 | 慧影医疗科技（北京）有限公司 | The generation method and storage device of diagnostic imaging picture and text report |
| CN109583440A (en) * | 2017-09-28 | 2019-04-05 | 北京西格码列顿信息技术有限公司 | It is identified in conjunction with image and reports the medical image aided diagnosis method edited and system |
| CN107731269A (en) * | 2017-10-25 | 2018-02-23 | 山东众阳软件有限公司 | Disease code method and system based on raw diagnostic data and patient file data |
| CN109887577A (en) * | 2017-11-06 | 2019-06-14 | 北京昆仑医云科技有限公司 | System, method and the medium of report are generated for the medical image based on patient |
| CN109727243A (en) * | 2018-12-29 | 2019-05-07 | 无锡祥生医疗科技股份有限公司 | Breast ultrasound image recognition analysis method and system |
| CN109887562A (en) * | 2019-02-20 | 2019-06-14 | 广州天鹏计算机科技有限公司 | The similarity of electronic health record determines method, apparatus, equipment and storage medium |
| CN110277149A (en) * | 2019-06-28 | 2019-09-24 | 北京百度网讯科技有限公司 | Processing method, device and the equipment of electronic health record |
| CN113345545A (en) * | 2021-07-28 | 2021-09-03 | 北京惠每云科技有限公司 | Clinical data checking method and device, electronic equipment and readable storage medium |
Non-Patent Citations (1)
| Title |
|---|
| 孙凤英 ; 于修义 ; .基于胸外科结构化电子病历的人工智能诊断系统构建实践.中国数字医学.2018,(第11期),全文. * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111554369A (en) | 2020-08-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US8498492B2 (en) | Methods of analyzing a selected region of interest in medical image data | |
| WO2013065090A1 (en) | Similar case retrieval device and similar case retrieval method | |
| JP5852970B2 (en) | CASE SEARCH DEVICE AND CASE SEARCH METHOD | |
| US10593430B2 (en) | Method and recording medium | |
| JP5736007B2 (en) | Apparatus, system, method and program for generating inspection report | |
| US20130159019A1 (en) | System and method of providing dynamic and customizable medical examination forms | |
| US20120166462A1 (en) | Automated image data processing and visualization | |
| JPWO2013018363A1 (en) | Similar case retrieval apparatus and similar case retrieval method | |
| US20100293505A1 (en) | Anatomy-related image-context-dependent applications for efficient diagnosis | |
| JP2021535484A (en) | System for automatic tumor detection and classification | |
| US11037660B2 (en) | Communication system for dynamic checklists to support radiology reporting | |
| JP6748094B2 (en) | Building an episode of computer-aided care | |
| Gauriau et al. | Using DICOM metadata for radiological image series categorization: a feasibility study on large clinical brain MRI datasets | |
| JP2014029644A (en) | Similar case retrieval device and similar case retrieval method | |
| EP2996058A1 (en) | Method for automatically generating representations of imaging data and interactive visual imaging reports | |
| CN105580017B (en) | Enabling viewing of medical images | |
| US20210303928A1 (en) | Data processing method, means and system | |
| US8135826B2 (en) | Information processing system | |
| US20190108175A1 (en) | Automated contextual determination of icd code relevance for ranking and efficient consumption | |
| CN111554369B (en) | Medical data processing method, interaction method and storage medium | |
| US11036352B2 (en) | Information processing apparatus and information processing method with display of relationship icon | |
| JP2013109597A (en) | Medical synonym dictionary creating device and medical synonym dictionary creating method | |
| KR102222015B1 (en) | Apparatus and method for medical image reading assistant providing hanging protocols based on medical use artificial neural network | |
| WO2021146941A1 (en) | Disease location acquisition method, apparatus, device and computer readable storage medium | |
| CN110709941B (en) | Intelligent organization of medical research timelines through order codes |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |