CN113707258A - Method for quickly revising electrocardiogram report, terminal equipment and storage medium - Google Patents
Method for quickly revising electrocardiogram report, terminal equipment and storage medium Download PDFInfo
- Publication number
- CN113707258A CN113707258A CN202110837805.1A CN202110837805A CN113707258A CN 113707258 A CN113707258 A CN 113707258A CN 202110837805 A CN202110837805 A CN 202110837805A CN 113707258 A CN113707258 A CN 113707258A
- Authority
- CN
- China
- Prior art keywords
- result
- content
- intelligent diagnosis
- manual
- revision
- 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.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 23
- 230000004048 modification Effects 0.000 claims abstract description 60
- 238000012986 modification Methods 0.000 claims abstract description 60
- 238000003745 diagnosis Methods 0.000 claims abstract description 38
- 239000011159 matrix material Substances 0.000 claims abstract description 24
- 238000004590 computer program Methods 0.000 claims description 17
- 230000001746 atrial effect Effects 0.000 description 6
- 230000002028 premature Effects 0.000 description 6
- 206010003658 Atrial Fibrillation Diseases 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 239000000470 constituent Substances 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000012217 deletion Methods 0.000 description 1
- 230000037430 deletion Effects 0.000 description 1
- 230000003203 everyday effect Effects 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000008520 organization Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 230000002861 ventricular Effects 0.000 description 1
Images
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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
-
- 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
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- Public Health (AREA)
- Biomedical Technology (AREA)
- Epidemiology (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Pathology (AREA)
- Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
Abstract
本发明涉及一种心电图报告快速修订方法、终端设备及存储介质，该方法中包括：S1：采集对心电图的智能诊断结果进行人工修改的历史数据，根据历史数据构建混淆矩阵；S2：当对心电图的智能诊断结果进行修订时，根据待修改内容，结合混淆矩阵，得到修改概率最高的前N个人工修改结果，并提供前N个人工修改结果的可选项，N为正整数；S3：当选择一人工修改结果的可选项后，根据该人工修改结果的内容自动修改和/或删除智能诊断结果中其他与待修改内容相关联的内容。本发明可以提高医生的工作效率。
The present invention relates to a method for rapidly revising an electrocardiogram report, a terminal device and a storage medium. The method includes: S1: collecting historical data for manually modifying an intelligent diagnosis result of an electrocardiogram, and constructing a confusion matrix according to the historical data; S2: when correcting the electrocardiogram When revising the intelligent diagnosis results of , according to the content to be revised, combined with the confusion matrix, the top N manual modification results with the highest modification probability are obtained, and the options of the top N manual modification results are provided, and N is a positive integer; S3: When selecting After a manual modification result is optional, other contents associated with the to-be-modified content in the intelligent diagnosis result are automatically modified and/or deleted according to the content of the manual modification result. The present invention can improve the working efficiency of doctors.
Description
Technical Field
The present invention relates to the field of revising an electrocardiogram report, and in particular, to a method for quickly revising an electrocardiogram report, a terminal device, and a storage medium.
Background
With the improvement of living standard, people are more and more aware of the importance of health. The consciousness of regular physical examination, sick medical treatment and the like is also stronger and stronger. Electrocardiographic examination is a common examination which is often needed. A physical examination organization, a Hospital and the like have a large number of electrocardiographic examinations everyday to wait for diagnosis by doctors, the doctors usually have the diagnosis habit of inputting and selecting word banks, the word banks are searched first when the word banks are selected, the wanted content is conveniently and quickly found, and software on the market basically provides the word banks for the doctors to select and modify by themselves without assisting the doctors to quickly revise the electrocardiographic reports.
Disclosure of Invention
In order to solve the above problems, the present invention provides a method for quickly revising an electrocardiogram report, a terminal device and a storage medium.
The specific scheme is as follows:
a quick revising method of an electrocardiogram report comprises the following steps:
s1: acquiring historical data for manually modifying the intelligent diagnosis result of the electrocardiogram, and constructing a confusion matrix according to the historical data;
s2: when the intelligent diagnosis result of the electrocardiogram is revised, the first N manual modification results with the highest modification probability are obtained by combining the confusion matrix according to the content to be revised, and the selectable items of the first N manual modification results are provided, wherein N is a positive integer;
s3: when the optional item of the manual modification result is selected, other contents related to the contents to be modified in the intelligent diagnosis result are automatically modified and/or deleted according to the contents of the manual modification result.
Furthermore, rows in the confusion matrix represent intelligent diagnosis results, columns represent manual modification results, and elements in the ith row and the jth column in the matrix represent modification probabilities for manually modifying the intelligent diagnosis result corresponding to the ith row into the manual modification result corresponding to the jth column.
Further, when the top N selectable items of the manual modification result are provided, the top N selectable items of the manual modification result are sorted according to the sequence from high modification probability to low modification probability.
Further, automatically modifying other contents associated with the contents to be modified in the intelligent diagnosis result according to the contents of the manual modification result includes: and modifying other contents associated with the contents to be modified in the intelligent diagnosis result into diagnosis entries corresponding to the contents of the manual modification result.
Further, automatically deleting other contents associated with the contents to be modified in the intelligent diagnosis result according to the contents of the manual modification result includes: and deleting other contents related to the contents to be modified in the intelligent diagnosis result.
Further, the method also comprises the step of S4: and adding the modification of the artificial modification result on the intelligent diagnosis result into the historical data, and updating the confusion matrix according to the updated historical data.
An electrocardiogram report quick revision terminal device comprises a processor, a memory and a computer program stored in the memory and capable of running on the processor, wherein the processor executes the computer program to realize the steps of the method of the embodiment of the invention.
A computer-readable storage medium, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the method as described above for an embodiment of the invention.
By adopting the technical scheme, the confusion matrix can be constructed according to the revised historical data of the doctor, and then the modification suggestion of the intelligent diagnosis result is automatically provided according to the confusion matrix. The invention can improve the working efficiency of doctors.
Drawings
Fig. 1 is a flowchart illustrating a first embodiment of the present invention.
Detailed Description
To further illustrate the various embodiments, the invention provides the accompanying drawings. The accompanying drawings, which are incorporated in and constitute a part of this disclosure, illustrate embodiments of the invention and, together with the description, serve to explain the principles of the embodiments. Those skilled in the art will appreciate still other possible embodiments and advantages of the present invention with reference to these figures.
The invention will now be further described with reference to the accompanying drawings and detailed description.
The first embodiment is as follows:
the embodiment of the invention provides a method for quickly revising an electrocardiogram report, which comprises the following steps as shown in figure 1:
s1: and acquiring historical data for manually modifying the intelligent diagnosis result of the electrocardiogram, and constructing a confusion matrix according to the historical data.
The manual modification may be a modification by a doctor, a medical specialist, or the like, and is not limited herein, and the doctor is manually used in this embodiment.
As shown in table 1, in this embodiment, a row in the confusion matrix represents an intelligent diagnostic result (AI), a column represents a manual modification result, and an element in an ith row and a jth column in the confusion matrix represents a modification probability for manually modifying the intelligent diagnostic result corresponding to the ith row into the manual modification result corresponding to the jth column. If row 2, column 1 corresponds to a value of 0.15, this indicates that the physician has a 15% probability of modifying the atrioventricular to atrioventricular phase.
TABLE 1
S2: when the intelligent diagnosis result of the electrocardiogram is revised, the top N manual modification results with the highest modification probability are obtained by combining the confusion matrix according to the content to be revised, and the top N optional items of the manual modification results are provided, wherein N is a positive integer.
The value of N can be set by those skilled in the art according to actual requirements, and is set to 3 in this embodiment.
The content to be modified is typically determined by a delete operation. The content to be modified is usually a diagnosis result, such as atrial premature, ventricular premature, atrial fibrillation, atrial premature-delayed transmission, etc., which corresponds to the words constituting the confusion matrix.
In order to help the doctor to select the suitable manual modification result more quickly, in the embodiment, it is preferably set that when the selectable items of the top N manual modification results are provided, the selectable items of the top N manual modification results are sorted in the order of the modification probability from high to low.
If the content to be modified is the earliest, the modification probability is, according to the result in the confusion matrix corresponding to the content to be modified, sequentially from high to low: atrial premature, atrial fibrillation, and atrial premature and poor transmission, so all three results are provided as selectable items for display. In the sorting, it can be set that the manual modification result with the highest modification probability (atrial premature) is displayed by default, and the manual modification result with the subsequent modification probability (atrial fibrillation and atrial premature and poor propagation) is displayed after clicking.
S3: when the optional item of the manual modification result is selected, other contents related to the contents to be modified in the intelligent diagnosis result are automatically modified and/or deleted according to the contents of the manual modification result.
In the embodiment, the modification is as follows: modifying other contents associated with the contents to be modified in the intelligent diagnosis result into diagnosis entries corresponding to the contents of the manual modification result; the deletion is: and deleting other contents related to the contents to be modified in the intelligent diagnosis result. If the content to be modified is the precocious morning, and the selected manual modification result is the precocious morning, the content related to the precocious morning in the original intelligent diagnosis result is deleted, or is replaced by the diagnosis entry corresponding to the precocious morning.
Further, this embodiment further includes step S4: and adding the modification of the artificial modification result on the intelligent diagnosis result into the historical data, and updating the confusion matrix according to the updated historical data.
The update of the confusion matrix may be periodically updated according to a preset time interval.
According to the embodiment of the invention, the confusion matrix can be constructed according to the revised historical data of the doctor, and then the modification suggestion of the intelligent diagnosis result is automatically provided according to the confusion matrix, so that the working efficiency of the doctor is improved.
Example two:
the invention also provides an electrocardiogram report quick revision terminal device, which comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, wherein the processor executes the computer program to realize the steps of the method embodiment of the first embodiment of the invention.
Further, as an executable solution, the quick electrocardiographic report revising terminal device may be a desktop computer, a notebook, a palm computer, a cloud server, and other computing devices. The electrocardiograph report quick revision terminal device may include, but is not limited to, a processor, a memory. It will be understood by those skilled in the art that the above-mentioned constituent structure of the quick revising electrocardiographic report terminal device is only an example of the quick revising electrocardiographic report terminal device, and does not constitute a limitation of the quick revising electrocardiographic report terminal device, and may include more or less components than the above, or combine some components, or different components, for example, the quick revising electrocardiographic report terminal device may further include an input-output device, a network access device, a bus, etc., which is not limited by the embodiments of the present invention.
Further, as an executable solution, the Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, a discrete hardware component, and the like. The general purpose processor may be a microprocessor or the processor may be any conventional processor or the like, the processor being the control center of the ecg report quick revision terminal device, various interfaces and lines connecting the various parts of the entire ecg report quick revision terminal device.
The memory may be used for storing the computer program and/or module, and the processor may implement various functions of the quick revising of electrocardiogram report terminal device by operating or executing the computer program and/or module stored in the memory and calling data stored in the memory. The memory can mainly comprise a program storage area and a data storage area, wherein the program storage area can store an operating system and an application program required by at least one function; the storage data area may store data created according to the use of the mobile phone, and the like. In addition, the memory may include high speed random access memory, and may also include non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), at least one magnetic disk storage device, a Flash memory device, or other volatile solid state storage device.
The invention also provides a computer-readable storage medium, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the above-mentioned method of an embodiment of the invention.
The integrated module/unit of the electrocardiogram report quick revision terminal device may be stored in a computer-readable storage medium if it is implemented in the form of a software functional unit and sold or used as a separate product. Based on such understanding, all or part of the flow of the method according to the embodiments of the present invention may also be implemented by a computer program, which may be stored in a computer-readable storage medium, and when the computer program is executed by a processor, the steps of the method embodiments may be implemented. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording medium, usb disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), software distribution medium, and the like.
While the invention has been particularly shown and described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention as defined by the appended claims.
Claims (8)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110837805.1A CN113707258A (en) | 2021-07-23 | 2021-07-23 | Method for quickly revising electrocardiogram report, terminal equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110837805.1A CN113707258A (en) | 2021-07-23 | 2021-07-23 | Method for quickly revising electrocardiogram report, terminal equipment and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113707258A true CN113707258A (en) | 2021-11-26 |
Family
ID=78650401
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110837805.1A Pending CN113707258A (en) | 2021-07-23 | 2021-07-23 | Method for quickly revising electrocardiogram report, terminal equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113707258A (en) |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6154579A (en) * | 1997-08-11 | 2000-11-28 | At&T Corp. | Confusion matrix based method and system for correcting misrecognized words appearing in documents generated by an optical character recognition technique |
| KR101852774B1 (en) * | 2017-01-16 | 2018-06-07 | 주식회사 유비케어 | Error correction method for prescription recognition, and error correction system for prescription recognition |
| CN109036503A (en) * | 2018-07-13 | 2018-12-18 | 希蓝科技（北京）有限公司 | A kind of system and method generating electrocardiographic diagnosis report |
| CN112352243A (en) * | 2018-05-15 | 2021-02-09 | 英德科斯控股私人有限公司 | Expert report editor |
-
2021
- 2021-07-23 CN CN202110837805.1A patent/CN113707258A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6154579A (en) * | 1997-08-11 | 2000-11-28 | At&T Corp. | Confusion matrix based method and system for correcting misrecognized words appearing in documents generated by an optical character recognition technique |
| KR101852774B1 (en) * | 2017-01-16 | 2018-06-07 | 주식회사 유비케어 | Error correction method for prescription recognition, and error correction system for prescription recognition |
| CN112352243A (en) * | 2018-05-15 | 2021-02-09 | 英德科斯控股私人有限公司 | Expert report editor |
| CN109036503A (en) * | 2018-07-13 | 2018-12-18 | 希蓝科技（北京）有限公司 | A kind of system and method generating electrocardiographic diagnosis report |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Fanaroff et al. | Levels of evidence supporting American College of Cardiology/American heart association and European Society of cardiology guidelines, 2008-2018 | |
| CN111292821B (en) | Medical diagnosis and treatment system | |
| CN102203784B (en) | Dynamic clinical worklist | |
| US10423758B2 (en) | Computer system and information processing method | |
| US8078811B2 (en) | Method for digital storage of data on a data memory with limited available storage space | |
| US8260631B2 (en) | Visual filtering to create logical associations in timeline based metaphors | |
| US20040153338A1 (en) | Medical information system | |
| CN112417836A (en) | Automatic table generation method, terminal equipment and storage medium | |
| US20180330820A1 (en) | Content-driven problem list ranking in electronic medical records | |
| KR102251373B1 (en) | Clinical data warehouse search system and method for clinical research | |
| EP3074894A1 (en) | A system and method to pre-fetch comparison medical studies | |
| JP2012014378A (en) | Program and device for supporting medical examination | |
| CN111785383A (en) | Data processing method and related equipment | |
| CN111145846A (en) | Clinical trial patient recruitment method and device, electronic device and storage medium | |
| EP3915464A1 (en) | Annotation assistance device, annotation assistance method, and annotation assistance program | |
| CN111599487A (en) | Traditional Chinese medicine compatibility assistant decision-making method based on correlation analysis | |
| CN113707258A (en) | Method for quickly revising electrocardiogram report, terminal equipment and storage medium | |
| US20090132280A1 (en) | System and Method for a Worklist Search and Creation Tool in a Healthcare Environment | |
| JP2021189872A (en) | Information processing system | |
| van Ginneken | Structured data entry in ORCA: the strengths of two models combined. | |
| JP4252835B2 (en) | Nursing plan creation support system and nursing plan creation support program | |
| JP6465574B2 (en) | Information processing apparatus, information processing method, and program | |
| US20230012051A1 (en) | Patient information presentation method and electronic device | |
| Yang et al. | Tree-based subgroup discovery using electronic health record data: heterogeneity of treatment effects for DTG-containing therapies | |
| US20060095296A1 (en) | System and method for improved data retrieval in a clinical reporting environment |
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 | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20211126 |
|
| RJ01 | Rejection of invention patent application after publication |