CN108399953A - Health score assigning method, apparatus and storage medium based on physical examination report - Google Patents
Health score assigning method, apparatus and storage medium based on physical examination report Download PDFInfo
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Classifications
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- 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
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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- 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
Abstract
The present invention proposes a kind of health score assigning method reported based on physical examination, including：The physical examination report for obtaining and parsing user marks label to there is abnormal physical examination project in the result of physical examination report；The default weight that physical examination project is corresponded to according to the grade of the label and the label, is ranked up the label, filters out the label for the forward preset quantity that sorts；Inquiry physical examination project corresponding with the label of the preset quantity calculates separately the corresponding deduction of points score value of label of the preset quantity according to the deviation between the actual value and reference value of the physical examination project；And the corresponding deduction of points score value of label according to the preset quantity, it calculates the physical examination and reports corresponding scoring, and the scoring is shown by displaying circle of client user oriented.The present invention also proposes a kind of electronic device and storage medium.Using the present invention, the health score assigning of user's physical examination report, the intuitive health status for reflecting user are calculated.
Description
Technical field
The present invention relates to field of computer technology more particularly to a kind of health score assigning method reported based on physical examination, electronics
Device and computer readable storage medium.
Background technology
With stepping up for social progress and people's living standard, fitness-for-all consciousness and disease prevention awareness are continuous
Enhancing, regularly health examination has become the important content of health care.However, current physical examination pattern is：User is to hospital
After checking UP, need that certain time, Cai Nengqu hospitals is waited for print physical examination report, inconvenience is caused to user.Moreover, user
After the completion of physical examination, the problems such as failing to understand there are physical examination report.Meanwhile the upper each physical examination contents of a project of physical examination report are not intuitive enough, use
Upper influence of each physical examination contents of a project to self health status of physical examination report is not known at family, some users may it is overstretched or
Person pays little attention to.
Invention content
The present invention provides a kind of health score assigning method, electronic device and computer-readable storage medium reported based on physical examination
Matter, main purpose are, using each physical examination contents of a project in user's physical examination report, to calculate and reflect commenting for the user health situation
Point, so that user is more intuitively understood the health status of itself.
To achieve the above object, the present invention provides a kind of electronic device, which includes memory, processor, described to deposit
The health score assigning program program reported based on physical examination that can be run on the processor is stored on reservoir, the program is described
Processor realizes following steps when executing：
A1, acquisition and the physical examination report for parsing user, to there is abnormal physical examination item target in the result of physical examination report
Note label, wherein the label includes label grade and tag types；
A2, the default weight that physical examination project is corresponded to according to the grade and the label of the label carry out the label
Sequence filters out the label for the forward preset quantity that sorts；
A3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and ginseng of the physical examination project
The deviation between value is examined, the corresponding deduction of points score value of label of the preset quantity is calculated separately；And
A4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and lead to
The displaying circle user oriented for crossing client shows the scoring.
In addition, to achieve the above object, the present invention also provides a kind of health score assigning method based on physical examination report, this method
Including：
S1, acquisition and the physical examination report for parsing user, to there is abnormal physical examination item target in the result of physical examination report
Note label, wherein the label includes label grade and tag types；
S2, the default weight that physical examination project is corresponded to according to the grade and the label of the label carry out the label
Sequence filters out the label for the forward preset quantity that sorts；
S3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and ginseng of the physical examination project
The deviation between value is examined, the corresponding deduction of points score value of label of the preset quantity is calculated separately；And
S4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and lead to
The displaying circle user oriented for crossing client shows the scoring.
In addition, to achieve the above object, it is described computer-readable the present invention also provides a kind of computer readable storage medium
It is stored with the health score assigning program reported based on physical examination on storage medium, is realized when which is executed by processor as described above
The arbitrary steps of health score assigning method based on physical examination report.
Compared to the prior art, health score assigning method, electronic device and calculating proposed by the present invention based on physical examination report
Machine readable storage medium storing program for executing, 1. reported according to user's physical examination in the content of every physical examination project determine and need to mark in physical examination report
Tag types and grade, and calculate the health score assigning of user；2. according to the health score assigning that user is interior for a period of time, healthy shape is generated
Condition trend graph, make user more comprehensively, be visually known the health status of itself；3. it is directed to the lower user of health score assigning, according to
Different labels corresponding reinspection time and label grade, COMPREHENSIVE CALCULATING go out the time of suggestion user reinspection, improve the use of user
Experience.
Description of the drawings
Fig. 1 is the schematic diagram of electronic device preferred embodiment of the present invention；
Fig. 2 is the program module schematic diagram of the health score assigning program based on physical examination report in Fig. 1；
Fig. 3 is the flow chart for the health score assigning method preferred embodiment reported the present invention is based on physical examination.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific implementation mode
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
The present invention provides a kind of Talent Management method, and this method is applied to a kind of electronic device 1.Shown in referring to Fig.1, for this
The schematic diagram of 1 preferred embodiment of invention electronic device.
In the present embodiment, electronic device 1 can be server, smart mobile phone, tablet computer, pocket computer, on table
Type computer etc. has the terminal device of data processing function, and the server can be rack-mount server, blade type service
Device, tower server or Cabinet-type server.
The electronic device 1 includes memory 11, processor 12, communication bus 13 and network interface 14.
Wherein, memory 11 include at least a type of readable storage medium storing program for executing, the readable storage medium storing program for executing include flash memory,
Hard disk, multimedia card, card-type memory (for example, SD or DX memories etc.), magnetic storage, disk, CD etc..Memory 11
Can be the internal storage unit of the electronic device 1, such as the hard disk of the electronic device 1 in some embodiments.Memory
11 can also be the External memory equipment of the electronic device 1 in further embodiments, such as be equipped on the electronic device 1
Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card dodge
Deposit card (Flash Card) etc..Further, memory 11 can also both include the internal storage unit of the electronic device 1 or wrap
Include External memory equipment.Memory 11 can be not only used for the application software and Various types of data that storage is installed on the electronic device 1,
Such as health score assigning program 10, the correspondence of preset physical examination project and tag types, preset reality based on physical examination report
The correspondence of deviation between actual value and reference value and label grade, preset keyword and physical examination project correspondence,
Database 20 etc. can be also used for temporarily storing the data that has exported or will export.Specifically, the preset mark
Label mark rule is reported for the relationship in being reported according to physical examination between the actual value and reference value of every physical examination project for physical examination
Mark corresponding tag types and label grade；The physical examination comprising all users of certain physical examination mechanism is reported in the database 20
Deng.
Processor 12 can be in some embodiments a central processing unit (Central Processing Unit,
CPU), controller, microcontroller, microprocessor or other data processing chips, the program for being stored in run memory 11
Code or processing data, such as the health score assigning program 10 etc. based on physical examination report.
Communication bus 13 is for realizing the connection communication between these components.
Network interface 14 may include optionally standard wireline interface and wireless interface (such as WI-FI interface), be commonly used in
Communication connection is established between the electronic device 1 and other electronic equipments.For example, electronic device 1 passes through network interface 14 and visitor
Family end (not identified in figure) carries out data transmission, and the health status of the user, healthy trend graph are shown to user by client
Deng；User is received online to register and the request of inline diagnosis by what client was sent out.
Fig. 1 illustrates only the electronic device 1 with component 11-14, it should be understood that being not required for implementing all show
The component gone out, the implementation that can be substituted is more or less component.
Optionally, which can also include user interface, and user interface may include input unit such as keyboard
(Keyboard), mouse (Mouse), optional user interface can also include standard wireline interface and wireless interface.
Optionally, which can also include display, and display is referred to as display screen or display unit.
Can be light-emitting diode display, liquid crystal display, touch-control liquid crystal display and Organic Light Emitting Diode in some embodiments
(Organic Light-Emitting Diode, OLED) touches device etc..Display is used to show and handle in the electronic apparatus 1
Information and for showing visual user interface.
Optionally, which further includes touch sensor.What the touch sensor was provided touches for user
The region for touching operation is known as touch area.In addition, touch sensor described here can be resistive touch sensor, capacitance
Formula touch sensor etc..Moreover, the touch sensor not only includes the touch sensor of contact, proximity may also comprise
Touch sensor etc..In addition, the touch sensor can be single sensor, or such as multiple biographies of array arrangement
Sensor.
In addition, the area of the display of the electronic device 1 can be identical as the area of the touch sensor, it can not also
Together.Optionally, display and touch sensor stacking are arranged, to form touch display screen.The electronic device 1 is based on touching
Touch the touch control operation of display screen detecting user's triggering.
In device embodiment shown in Fig. 1, the health score assigning program 10 reported based on physical examination is stored in memory 11.
Processor 12 realizes following steps when executing the health score assigning program 10 reported based on physical examination stored in memory 11：
A1, acquisition and the physical examination report for parsing user, to there is abnormal physical examination item target in the result of physical examination report
Note label, wherein the label includes label grade and tag types；
A2, the default weight that physical examination project is corresponded to according to the grade and the label of the label carry out the label
Sequence filters out the label for the forward preset quantity that sorts；
A3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and ginseng of the physical examination project
The deviation between value is examined, the corresponding deduction of points score value of label of the preset quantity is calculated separately；And
A4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and lead to
The displaying circle user oriented for crossing client shows the scoring.
In the present embodiment, by taking certain physical examination platform as an example, but it is not limited only to physical examination platform, the present invention will be described.When
When user checks physical examination report by physical examination platform, the physical examination report of user the last time is read from database 20.It reads
After going out physical examination report, the content of physical examination report is parsed, personal information, the every physical examination project for obtaining the user are corresponding
Actual value and final inspection conclusion (or being called " physical examination brief summary ").Then it according to the content parsed from physical examination report, determines
The tag types marked and label grade are needed in physical examination report.
In the present embodiment, after parsing the actual value of every physical examination project in physical examination report, respectively with the items
The reference value of physical examination project is compared, and is judged in every physical examination project with the presence or absence of actual value beyond the feelings except reference value
Condition, and if it exists, it is abnormal to illustrate that the part physical examination project exists, then needs to mark label for the part physical examination project.
Further, the mapping table for compareing preset physical examination project and tag types determines above-mentioned presence exception
The corresponding tag types of part physical examination project.By taking blood routine examination as an example, the physical examination project of blood routine includes：Hemocytometer
Number, cent lymphocytes, lymphocyte count, red blood cell count(RBC), hemoglobin, blood platelet, is put down at neutrophil leucocyte percentage
Equal hemoglobin content etc., the content of physical examination report include the actual value (that is, measurement result) of physical examination project and each physical examination project,
Reference value (that is, term of reference), wherein the reference value of " hemoglobin " is 120-172g/L, actual value 117g/L, that is,
It says, the actually detected result of " hemoglobin " is relatively low compared to reference value in user's blood, then it needs to be determined that " hemoglobin "
This corresponding tag types of physical examination project, from the mapping table of preset physical examination project and tag types it is found that " blood red
This corresponding label of physical examination project of albumen " is " anaemia ".For another example " blood pressure " this corresponding label of physical examination project is：It is " high
Blood pressure "/" low blood pressure "；" blood glucose " this corresponding label of physical examination project is：" hyperglycemia "/" hypoglycemia " etc., utilizes above-mentioned step
Suddenly, you can determine in user's physical examination report and need the tag types marked.
After determining tag types, the grade for further confirming that label, such as " anaemia " this label are needed, then needs to judge
The corresponding grade of " anaemia " this label：Anemia, anemia or anemia.
As an implementation, when the reference value is a range, the step of judging label corresponding grade, wraps
It includes：The deviation for calculating the part physical examination project actual value and reference value then calculates reality when minimum value of the actual value less than reference value
The deviation of actual value and reference value minimum value, if conversely, actual value calculates actual value and reference value higher than the maximum value of reference value
The deviation of maximum value.By taking the actual value of above-mentioned " hemoglobin " as an example, it is less than the minimum value of hemoglobin reference value, then, root
Factually actual value (117) calculates departure degree with reference value minimum value (120).
Specifically, the calculation formula of the deviation of actual value and reference value is：
αi=(Xi1—Xi0)/Xi0
Wherein, αiRefer to the deviation of the actual value and reference value of i physical examination projects, Xi1Refer to the reality of i physical examination projects in physical examination report
Actual value, Xi0Refer to the reference value of i physical examination projects in physical examination report.
Then, according to the mapping table of preset deviation and label grade, the grade of label is determined, for example, in this reality
It applies in example, the correspondence of deviation and label grade is：As 0 ＜ | αi| when≤15%, the grade of corresponding label is slight；When
15 ＜ | αi| when≤40%, the grade of corresponding label is moderate；When | αi| when ＞ 40, the grade of corresponding label is severe.Cause
This, in the present embodiment, the corresponding label grade of label of above-mentioned " anaemia " be it is slight, i.e., " anemia ".
It is understood that the final inspection conclusion in physical examination report is to understand the user health situation most straightforward approach.For
The label marked is needed in faster determining physical examination report, can first understand final inspection conclusion before judging the physical examination contents of a project
In content.In other embodiments, the content of final inspection conclusion is segmented, and utilizes preset medical keywords library, from
The keyword in the final inspection conclusion is filtered out in word segmentation result.According to the correspondence of keyword and every physical examination project, determine
With the relevant every physical examination project of final inspection conclusion, and the content of the every physical examination project filtered out according to the step is determined and is needed
The tag types and label grade of mark determine that the process of label is roughly the same with above-described embodiment, and which is not described herein again.
It is understood that each physical examination project is different to the influence degree of human health status, according to each physical examination
Project determines weight of items physical examination project during health score assigning, is preset to the influence degree of human health status
Every physical examination project weight table.By taking " BMI indexes " and " blood pressure " this two physical examination projects as an example, " BMI indexes " i.e. body
Performance figure, abbreviation constitutional index, English are BodyMass Index, are commonly to weigh the fat or thin degree of human body in the world at present
And whether health a standard.Under normal circumstances, the fat or thin degree of human body to the influence degree of human health status far away from
" blood pressure " to the influence degree of human health status, therefore, the weight of " blood pressure " this physical examination project can be far above " BMI indexes "
The weight of this physical examination project.
So far, result is abnormal physical examination project mark label in being reported for user's physical examination, however, not all
Label can reflect the user's body health status, in order to calculate user's physical examination report corresponding health score assigning during,
Only consider the label being affected to user health situation, the label calculating that preset quantity is filtered out from marked label should
The health score assigning of user.If for example, the label condition in user's physical examination report is：Label A-is slight, label B-is slight, label
C- severes, label D- moderates, label E-are slight, label F-moderate, and the default weight height of the corresponding physical examination project of each label is suitable
Sequence is：E、B、A、F、C、D.Before the label of screening preset quantity, it is ranked up, obtains first, in accordance with the grade height of label
C、(D、F)、(A、B、E)；Label identical for grade, corresponded to respectively according to it the default weight sequence of physical examination project into
Row sequence, obtains C, F, D, E, B, A.It is understood that label grade is relatively low or label corresponds to the default power of physical examination project
Weight is relatively low, illustrates that influence of this physical examination project to user health situation is smaller to a certain extent, it might even be possible to ignore not
Meter.Finally, (for example, 5) label that the forward preset quantity that sorts is filtered out from the physical examination of user report, in terms of reducing
Calculation amount.
Further, it after the label for filtering out the forward preset quantity that sorts in the physical examination of user report, extracts
The label of the preset quantity corresponds to the deviation of physical examination project, and the corresponding deduction of points score value of the label for calculating separately the preset quantity,
Calculation formula is：
pj=mi*|αi|
Wherein, i indicates that different physical examination projects, j indicate the corresponding label of i physical examination projects, pjIndicate that certain label j is corresponding
Deduction of points score value, miIndicate the default initial value of the corresponding physical examination project of the label, | αi| indicate that certain label corresponds to physical examination project
Inclined absolute value of the difference between actual value and reference value.
It should be noted that there is a kind of label, multinomial physical examination project, the actual value of different physical examination projects may be corresponded to
Deviation between reference value is different, and corresponding default weight is also different.In the label grade for determining this class label, often
Need to consider the actual value of the corresponding multinomial physical examination project of the label.As an implementation, the mark of this class label is determined
Sign grade the step of include：
Calculate separately the deviation α between the multinomial physical examination project actual value and reference valuei, and according to each physical examination project pair
The default weight answered, calculates the average deviation α that the label corresponds to the multinomial physical examination project, and specific formula for calculation is as follows：
Wherein, k is the corresponding physical examination project number of certain label, | αi| it is the reality of the corresponding k physical examination project of the label
Inclined absolute value of the difference between value and reference value, βiRespectively refer to the default weight of the corresponding k physical examination project of the label.
After the average deviation of the corresponding multinomial physical examination project of such label is calculated using above-mentioned steps, according to averagely partially
Difference determines the corresponding label grade of the label, and the method for determining the corresponding label grade of label is consistent with above-described embodiment, no longer
It repeats.
When calculating the corresponding deduction of points score value of such label, need to consider the inclined of the corresponding multinomial physical examination project of such label
The corresponding default score value of poor and multinomial physical examination project.Specifically, the corresponding deduction of points calculation formula of such label is：
Wherein, pj1Refer to the deduction of points score value of certain label of corresponding multinomial physical examination project, k is the corresponding physical examination item top of the label
Number, miIndicate the default initial value of the corresponding physical examination project of the label, | αi| indicate that certain label corresponds to the reality of k physical examination projects
Inclined absolute value of the difference between actual value and reference value.
According to the deduction of points score value of the label of above-mentioned preset quantity, calculates user's physical examination and report corresponding scoring.To with
While family shows physical examination report, label that the physical examination is reported and scoring is shown to user together, so that user understands oneself
Health status.Specifically, the scoring calculation formula of user's physical examination report is：
Wherein, P indicates that user's physical examination reports that corresponding scoring, M indicate initial health total score,Indicate n label
Total penalties score value.
So far, it has calculated user's physical examination and has reported corresponding scoring.It is understood that the health score assigning of user is
The embodiment of user health situation illustrates that the health status of user there are hidden danger, needs to hospital to be answered if health score assigning is relatively low
Inspection.In other embodiments, a risk health score assigning (for example, 70 points, total score is 100 points) is pre-set, when being good for for user
When health scores (for example, 65 points) less than the preset risk health score assigning, user is prompted to need to recheck.Further, then needing
Provide the date of suggestion user reinspection.
It should be noted that when the correspondence of every physical examination project and label is determined in advance, each mark can be determined together
Sign the corresponding reinspection date, that is to say, that while determining tag types and label grade using above-mentioned steps, also obtained root
Suggest the first reinspection time of user's reinspection according to tag types.When including multiple labels in the physical examination of user report, also
Mean there are multiple first reinspection times.As an implementation, the calculating step of the second reinspection time is：It obtains respectively
Tag types and grade in taking user's physical examination to report, for example, label A-is slight, label B-is slight, label C-severe, label
D- moderates, label E-are slight, label F-moderate；Multiple first reinspection times are determined according to tag types, for example, each label pair
Answer first reinspection the time be respectively：Label A -100 days, label B -90 days, label C -80 days, label D-100 days, label E -
120 days, label F -110 days；The weight of multiple reexamination times is determined according to label grade, for example, slightly -20%, moderate -
30%, severe -50%, in the present embodiment, grade, which is slight label, 3, then the weight point of its corresponding reinspection time
Not Wei (20%/3), 2 grades are that the weight of the label of moderate corresponding first reinspection time is respectively (30%/2), 1 etc.
Grade is that the weight that the label of severe corresponded to for the first reinspection time is 50%；Finally, according to the first of each label recommendations user reinspection
Reinspection time and corresponding weight calculation go out the second reinspection time of final advisory user reinspection, and specific formula for calculation is：100*
(20%/3)+90* (20%/3)+80*50%+100* (30%/2)+120* (20%/3)+110* (30%/2) is tied to calculating
Fruit rounding obtains final result (91 days).
The case where in order to make user be better understood upon own health whithin a period of time, obtained in the user preset time
The physical examination of (for example, in two years) is reported, using the time of each physical examination report as horizontal axis, is with the health score assigning that each physical examination is reported
The longitudinal axis generates a trend graph, reflects the health status tendency of the user during this period of time, and pass through displaying circle of client
Face shows user.
The electronic device 1 proposed in above-mentioned implementation, the health score assigning method based on physical examination report that above-described embodiment proposes,
Relationship in being reported using user's physical examination between the actual value and reference value of every physical examination project is determined and is needed in physical examination report
The label of mark, and calculate the corresponding deduction of points situation of each label and obtain the health score assigning of physical examination report, the user is reflected comprehensively
Health status；Meanwhile for the lower user of health score assigning, recommend the reinspection time to user；Using trend graph, the use is monitored
The health status of family whithin a period of time, and intuitively its healthy tendency during this period of time is shown to user.
Optionally, in other examples, the health score assigning program 10 based on physical examination report can also be divided into one
A or multiple modules, one or more module are stored in memory 11, and by one or more processors (this implementation
Example is processor 12) it is performed, to complete the present invention, the so-called module of the present invention is to refer to complete a series of of specific function
Computer program instructions section.It is the program mould of the health score assigning program 10 based on physical examination report in Fig. 1 shown in Fig. 2
Block schematic diagram, in the embodiment, the health score assigning program 10 based on physical examination report can be divided into labeling module 110, screening
Module 120, the first grading module 130 and the second grading module 140, the functions or operations step that the module 110-140 is realized
Rapid similar as above, and will not be described here in detail, illustratively, such as wherein：
Labeling module 110, the physical examination for obtaining and parsing user are reported, abnormal to occurring in the result of physical examination report
Physical examination project mark label, wherein the label includes label grade and tag types；
Screening module 120, the default weight for corresponding to physical examination project according to the grade and the label of the label are right
The label is ranked up, and filters out the label for the forward preset quantity that sorts；
First grading module 130, for inquiring physical examination project corresponding with the label of the preset quantity, according to the physical examination
Deviation between the actual value and reference value of project calculates separately the corresponding deduction of points score value of label of the preset quantity；And
Second grading module 140 calculates the physical examination report for the corresponding deduction of points score value of label according to the preset quantity
Corresponding scoring is accused, and the scoring is shown by displaying circle of client user oriented.
In addition, the present invention also provides a kind of Talent Management methods.With reference to shown in Fig. 3, be talent's management method of the present invention compared with
The flow chart of good embodiment.This method can be executed by a device, which can be by software and or hardware realization.
In the present embodiment, Talent Management method includes step S1-S4：
S1, acquisition and the physical examination report for parsing user, to there is abnormal physical examination item target in the result of physical examination report
Note label, wherein the label includes label grade and tag types；
S2, the default weight that physical examination project is corresponded to according to the grade and the label of the label carry out the label
Sequence filters out the label for the forward preset quantity that sorts；
S3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and ginseng of the physical examination project
The deviation between value is examined, the corresponding deduction of points score value of label of the preset quantity is calculated separately；And
S4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and lead to
The displaying circle user oriented for crossing client shows the scoring.
In the present embodiment, by taking certain physical examination platform as an example, but it is not limited only to physical examination platform, the present invention will be described.When
When user checks physical examination report by physical examination platform, the physical examination report of user the last time is read from database.It reads out
After physical examination report, the content of physical examination report is parsed, obtains personal information, the corresponding reality of every physical examination project of the user
Actual value and final inspection conclusion (or being called " physical examination brief summary ").Then according to the content parsed from physical examination report, determining should
The tag types marked and label grade are needed in physical examination report.
In the present embodiment, after parsing the actual value of every physical examination project in physical examination report, respectively with the items
The reference value of physical examination project is compared, and is judged in every physical examination project with the presence or absence of actual value beyond the feelings except reference value
Condition, and if it exists, it is abnormal to illustrate that the part physical examination project exists, then needs to mark label for the part physical examination project.
Further, the mapping table for compareing preset physical examination project and tag types determines above-mentioned presence exception
The corresponding tag types of part physical examination project.By taking blood routine examination as an example, the physical examination project of blood routine includes：Hemocytometer
Number, cent lymphocytes, lymphocyte count, red blood cell count(RBC), hemoglobin, blood platelet, is put down at neutrophil leucocyte percentage
Equal hemoglobin content etc., the content of physical examination report include the actual value (that is, measurement result) of physical examination project and each physical examination project,
Reference value (that is, term of reference), wherein the reference value of " hemoglobin " is 120-172g/L, actual value 117g/L, that is,
It says, the actually detected result of " hemoglobin " is relatively low compared to reference value in user's blood, then it needs to be determined that " hemoglobin "
This corresponding tag types of physical examination project, from the mapping table of preset physical examination project and tag types it is found that " blood red
This corresponding label of physical examination project of albumen " is " anaemia ".For another example " blood pressure " this corresponding label of physical examination project is：It is " high
Blood pressure "/" low blood pressure "；" blood glucose " this corresponding label of physical examination project is：" hyperglycemia "/" hypoglycemia " etc., utilizes above-mentioned step
Suddenly, you can determine in user's physical examination report and need the tag types marked.
After determining tag types, the grade for further confirming that label, such as " anaemia " this label are needed, then needs to judge
The corresponding grade of " anaemia " this label：Anemia, anemia or anemia.
As an implementation, when the reference value is a range, the step of judging label corresponding grade, wraps
It includes：The deviation for calculating the part physical examination project actual value and reference value then calculates reality when minimum value of the actual value less than reference value
The deviation of actual value and reference value minimum value, if conversely, actual value calculates actual value and reference value higher than the maximum value of reference value
The deviation of maximum value.By taking the actual value of above-mentioned " hemoglobin " as an example, it is less than the minimum value of hemoglobin reference value, then, root
Factually actual value (117) calculates departure degree with reference value minimum value (120).
Specifically, the calculation formula of the deviation of actual value and reference value is：
αi=(Xi1—Xi0)/Xi0
Wherein, αiRefer to the deviation of the actual value and reference value of i physical examination projects, Xi1Refer to the reality of i physical examination projects in physical examination report
Actual value, Xi0Refer to the reference value of i physical examination projects in physical examination report.
Then, according to the mapping table of preset deviation and label grade, the grade of label is determined, for example, in this reality
It applies in example, the correspondence of deviation and label grade is：As 0 ＜ | αi| when≤15%, the grade of corresponding label is slight；When
15 ＜ | αi| when≤40%, the grade of corresponding label is moderate；When | αi| when ＞ 40, the grade of corresponding label is severe.Cause
This, in the present embodiment, the corresponding label grade of label of above-mentioned " anaemia " be it is slight, i.e., " anemia ".
It is understood that each physical examination project is different to the influence degree of human health status, according to each physical examination
Project determines weight of items physical examination project during health score assigning, is preset to the influence degree of human health status
Every physical examination project weight table.By taking " BMI indexes " and " blood pressure " this two physical examination projects as an example, " BMI indexes " i.e. body
Performance figure, abbreviation constitutional index, English are BodyMass Index, are commonly to weigh the fat or thin degree of human body in the world at present
And whether health a standard.Under normal circumstances, the fat or thin degree of human body to the influence degree of human health status far away from
" blood pressure " to the influence degree of human health status, therefore, the weight of " blood pressure " this physical examination project can be far above " BMI indexes "
The weight of this physical examination project.
So far, result is abnormal physical examination project mark label in being reported for user's physical examination, however, not all
Label can reflect the user's body health status, in order to calculate user's physical examination report corresponding health score assigning during,
Only consider the label being affected to user health situation, the label calculating that preset quantity is filtered out from marked label should
The health score assigning of user.If for example, the label condition in user's physical examination report is：Label A-is slight, label B-is slight, label
C- severes, label D- moderates, label E-are slight, label F-moderate, and the default weight height of the corresponding physical examination project of each label is suitable
Sequence is：E、B、A、F、C、D.Before the label of screening preset quantity, it is ranked up, obtains first, in accordance with the grade height of label
C、(D、F)、(A、B、E)；Label identical for grade, corresponded to respectively according to it the default weight sequence of physical examination project into
Row sequence, obtains C, F, D, E, B, A.It is understood that label grade is relatively low or label corresponds to the default power of physical examination project
Weight is relatively low, illustrates that influence of this physical examination project to user health situation is smaller to a certain extent, it might even be possible to ignore not
Meter.Finally, (for example, 5) label that the forward preset quantity that sorts is filtered out from the physical examination of user report, in terms of reducing
Calculation amount.
Further, it after the label for filtering out the forward preset quantity that sorts in the physical examination of user report, extracts
The label of the preset quantity corresponds to the deviation of physical examination project, and the corresponding deduction of points score value of the label for calculating separately the preset quantity,
Calculation formula is：
pj=mi*|αi|
Wherein, i indicates that different physical examination projects, j indicate the corresponding label of i physical examination projects, pjIndicate that certain label j is corresponding
Deduction of points score value, miIndicate the default initial value of the corresponding physical examination project of the label, | αi| indicate that certain label corresponds to physical examination project
Inclined absolute value of the difference between actual value and reference value.
It should be noted that there is a kind of label, multinomial physical examination project, the actual value of different physical examination projects may be corresponded to
Deviation between reference value is different, and corresponding default weight is also different.In the label grade for determining this class label, often
Need to consider the actual value of the corresponding multinomial physical examination project of the label.As an implementation, the mark of this class label is determined
Sign grade the step of include：
Calculate separately the deviation α between the multinomial physical examination project actual value and reference valuei, and according to each physical examination project pair
The default weight answered, calculates the average deviation α that the label corresponds to the multinomial physical examination project, and specific formula for calculation is as follows：
Wherein, k is the corresponding physical examination project number of certain label, | αi| it is the reality of the corresponding k physical examination project of the label
Inclined absolute value of the difference between value and reference value, βiRespectively refer to the default weight of the corresponding k physical examination project of the label.
After the average deviation of the corresponding multinomial physical examination project of such label is calculated using above-mentioned steps, according to averagely partially
Difference determines the corresponding label grade of the label, and the method for determining the corresponding label grade of label is consistent with above-described embodiment, no longer
It repeats.
When calculating the corresponding deduction of points score value of such label, need to consider the inclined of the corresponding multinomial physical examination project of such label
The corresponding default score value of poor and multinomial physical examination project.Specifically, the corresponding deduction of points calculation formula of such label is：
Wherein, pj1Refer to the deduction of points score value of certain label of corresponding multinomial physical examination project, k is the corresponding physical examination item top of the label
Number, miIndicate the default initial value of the corresponding physical examination project of the label, | αi| indicate that certain label corresponds to the reality of k physical examination projects
Inclined absolute value of the difference between actual value and reference value.
According to the deduction of points score value of the label of above-mentioned preset quantity, calculates user's physical examination and report corresponding scoring.To with
While family shows physical examination report, label that the physical examination is reported and scoring is shown to user together, so that user understands oneself
Health status.Specifically, the scoring calculation formula of user's physical examination report is：
Wherein, P indicates that user's physical examination reports that corresponding scoring, M indicate initial health total score,Indicate n label
Total penalties score value.
So far, it has calculated user's physical examination and has reported corresponding scoring.It is understood that the health score assigning of user is
The embodiment of user health situation illustrates that the health status of user there are hidden danger, needs to hospital to be answered if health score assigning is relatively low
Inspection.In other embodiments, a risk health score assigning (for example, 70 points, total score is 100 points) is pre-set, when being good for for user
When health scores (for example, 65 points) less than the preset risk health score assigning, user is prompted to need to recheck.Further, then needing
Provide the date of suggestion user reinspection.
It should be noted that when the correspondence of every physical examination project and label is determined in advance, each mark can be determined together
Sign the corresponding reinspection date, that is to say, that while determining tag types and label grade using above-mentioned steps, also obtained root
Suggest the first reinspection time of user's reinspection according to tag types.When including multiple labels in the physical examination of user report, also
Mean there are multiple first reinspection times.As an implementation, the calculating step of the second reinspection time is：It obtains respectively
Tag types and grade in taking user's physical examination to report, for example, label A-is slight, label B-is slight, label C-severe, label
D- moderates, label E-are slight, label F-moderate；Multiple first reinspection times are determined according to tag types, for example, each label pair
Answer first reinspection the time be respectively：Label A -100 days, label B -90 days, label C -80 days, label D-100 days, label E -
120 days, label F -110 days；The weight of multiple reexamination times is determined according to label grade, for example, slightly -20%, moderate -
30%, severe -50%, in the present embodiment, grade, which is slight label, 3, then the weight point of its corresponding reinspection time
Not Wei (20%/3), 2 grades are that the weight of the label of moderate corresponding first reinspection time is respectively (30%/2), 1 etc.
Grade is that the weight that the label of severe corresponded to for the first reinspection time is 50%；Finally, according to the first of each label recommendations user reinspection
Reinspection time and corresponding weight calculation go out the second reinspection time of final advisory user reinspection, and specific formula for calculation is：100*
(20%/3)+90* (20%/3)+80*50%+100* (30%/2)+120* (20%/3)+110* (30%/2) is tied to calculating
Fruit rounding obtains final result (91 days).
It is understood that the corresponding physical examination Term Weight of label is bigger, label higher grade, and the health status of user is got over
It is pessimistic, in order to make doctor understand the health status of user in time, in other embodiments, commented when user's physical examination report is corresponding
Divide and be less than preset risk health score assigning, and the default weight comprising corresponding physical examination project in user's physical examination report is more than or waits
When predetermined threshold value, the label that grade is severe, the physical examination report of the user is extracted, the doctor of the corresponding section office of the label is sent to
Shield personnel, so that medical staff provides medical advice for the user in time.Specifically, label and the correspondence of section office need prior
It is matched, when physical examination report is sent to the medical staff of corresponding section office, by personal scheduling system, inquires the section office and work as
Preceding medical staff's list on duty, and according to medical staff's work at present amount reasonable arrangement, sent out for example, user's physical examination is reported
It send to the minimum medical staff of work at present amount and handles.
The health score assigning method based on physical examination report that above-described embodiment proposes, every body in being reported using user's physical examination
Relationship between the actual value and reference value of inspection project determines in physical examination report and needs the label marked, and calculates each label pair
The deduction of points situation answered obtains the health score assigning of physical examination report, reflects the health status of the user comprehensively；Meanwhile for physical examination knot
The more serious user of fruit recommends the reinspection time to user, and the physical examination of user report is sent to specified medical staff, actively
Provide a user medical advice.
Another preferred embodiment based on the health score assigning method that above-described embodiment proposes to report the present invention is based on physical examination.
In other embodiments, this method further includes：
Show that corresponding service interface and health plan are reported in the physical examination to user, wherein the service interface includes：
Line interrogation service, the online service of registering；And
The history physical examination report for obtaining the user in preset time, using the physical examination time as node, according to each physical examination report
Corresponding health score assigning is accused, generates the trend graph of the user health situation, and by the displaying showing interface of client to user.
Specifically, response user by client to the clicking operation of service interface, receive user online interrogation and
Line is registered request.Health plan be according to user's physical examination report in each label concrete condition depending on, including diet guide, fortune
Dynamic guidance, living habit and points for attention etc..
The case where in order to make user be better understood upon own health whithin a period of time, obtained in the user preset time
The physical examination of (for example, in two years) is reported, using the time of each physical examination report as horizontal axis, is with the health score assigning that each physical examination is reported
The longitudinal axis generates a trend graph, reflects the health status tendency of the user during this period of time, and pass through displaying circle of client
Face shows user.
The health score assigning method based on physical examination report that above-described embodiment proposes passes through the trend graph of health score assigning, monitoring
The health status of the user whithin a period of time, and intuitively its health status during this period of time is shown to user.
Another preferred embodiment based on the health score assigning method that above-described embodiment proposes to report the present invention is based on physical examination.
In the present embodiment, the step of described " marking label to there is abnormal physical examination project in the result of physical examination report ", also wraps
It includes：
It extracts the final inspection conclusion in physical examination report and is segmented, the corresponding word list of final inspection conclusion is obtained, from this
One or more words with Keywords matching in preset medical keywords library are filtered out in word list, as the final inspection knot
Keyword in；And
According to the correspondence of preset keyword and physical examination project, each key is read from physical examination report respectively
Word corresponds to the actual value of physical examination project.
Specifically, the final inspection conclusion of physical examination report is to understand the user health situation most straightforward approach.In order to faster
It finds out in physical examination report and needs the label marked, can first understand before judging the physical examination contents of a project in final inspection conclusion
Hold.After the physical examination report for parsing the user, final inspection conclusion is extracted, and segment to final inspection conclusion, and utilize preset doctor
Keywords database is learned, from the keyword filtered out in word segmentation result in the final inspection conclusion.According to keyword and every physical examination project
Correspondence determines that, with the relevant every physical examination project of final inspection conclusion, the every physical examination project filtered out according to the step determines
The tag types marked and label grade are needed, determines that the process of label is roughly the same with above-described embodiment, it is no longer superfluous here
It states.
The health score assigning method based on physical examination report that above-described embodiment proposes, determines more according to the content of final inspection conclusion
The physical examination project that can reflect user health situation reduces physical examination scope of project, simplifies health score assigning calculating process, eliminates it
His influence of the physical examination project to health score assigning.
In addition, the embodiment of the present invention also proposes a kind of computer readable storage medium, the computer readable storage medium
On be stored with the health score assigning program 10 reported based on physical examination, following operation is realized when which is executed by processor：
A1, acquisition and the physical examination report for parsing user, to there is abnormal physical examination item target in the result of physical examination report
Note label, wherein the label includes label grade and tag types；
A2, the default weight that physical examination project is corresponded to according to the grade and the label of the label carry out the label
Sequence filters out the label for the forward preset quantity that sorts；
A3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and ginseng of the physical examination project
The deviation between value is examined, the corresponding deduction of points score value of label of the preset quantity is calculated separately；And
A4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and lead to
The displaying circle user oriented for crossing client shows the scoring.
The specific implementation mode of computer readable storage medium of the present invention and the above-mentioned health score assigning side based on physical examination report
The specific implementation mode of method is essentially identical, does not make tired state herein.
It should be noted that the embodiments of the present invention are for illustration only, can not represent the quality of embodiment.And
The terms "include", "comprise" herein or any other variant thereof is intended to cover non-exclusive inclusion, so that packet
Process, device, article or the method for including a series of elements include not only those elements, but also include being not explicitly listed
Other element, or further include for this process, device, article or the intrinsic element of method.Do not limiting more
In the case of, the element that is limited by sentence "including a ...", it is not excluded that in the process including the element, device, article
Or there is also other identical elements in method.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical scheme of the present invention substantially in other words does the prior art
Going out the part of contribution can be expressed in the form of software products, which is stored in one as described above
In storage medium (such as ROM/RAM, magnetic disc, CD), including some instructions use so that a station terminal equipment (can be mobile phone,
Computer, server or network equipment etc.) execute method described in each embodiment of the present invention.
It these are only the preferred embodiment of the present invention, be not intended to limit the scope of the invention, it is every to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of health score assigning method based on physical examination report, is applied to electronic device, which is characterized in that this method includes：
S1, acquisition and the physical examination report for parsing user mark mark to there is abnormal physical examination project in the result of physical examination report
Label, wherein the label includes label grade and tag types；
S2, the default weight that physical examination project is corresponded to according to the grade and the label of the label, are ranked up the label,
Filter out the label for the forward preset quantity that sorts；
S3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and reference value of the physical examination project
Between deviation, calculate separately the corresponding deduction of points score value of label of the preset quantity；And
S4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and pass through visitor
The displaying circle user oriented at family end shows the scoring.
2. the health score assigning method as described in claim 1 based on physical examination report, which is characterized in that this method further includes：
When the corresponding scoring of physical examination report is less than preset risk health score assigning, according to the label pair of the preset quantity
The grade of the label of the first reinspection time and the preset quantity answered, COMPREHENSIVE CALCULATING second are rechecked the time, and are recommended to user
The second reinspection time.
3. the health score assigning method as described in claim 1 based on physical examination report, which is characterized in that this method further includes：
The history physical examination report for obtaining the user in preset time, using the physical examination time as node, according to each physical examination report pair
The scoring answered generates the trend graph for reflecting the user health situation, and shows that this is walked by displaying circle of client user oriented
Gesture figure user.
4. the health score assigning method as described in claims 1 to 3 based on physical examination report, which is characterized in that described " to the physical examination
Occur abnormal physical examination project mark label in the result of report " the step of include：
S11, there are the physical examination projects that actual value exceeds reference value in the physical examination is reported, according to physical examination project and tag types
Correspondence, determine that the part physical examination project needs the tag types that mark；
S12, the deviation for calculating the part physical examination project actual value and reference value, according to the correspondence of deviation and label grade,
Determine that the part physical examination project needs the label grade marked；And
S13, according to determining tag types and label grade, it is corresponding for the physical examination project mark in physical examination report
Label.
5. the health score assigning method as claimed in claim 4 based on physical examination report, which is characterized in that described " to the physical examination report
Occur abnormal physical examination project mark label in the result of announcement " the step of further include before S11：
It extracts the final inspection conclusion in physical examination report and it is segmented, the corresponding word list of final inspection conclusion is obtained, from this
One or more words with Keywords matching in preset medical keywords library are filtered out in word list, as the final inspection knot
Keyword in；And
According to the correspondence of preset keyword and physical examination project, each keyword pair is read from physical examination report respectively
Answer the actual value of physical examination project.
6. the health score assigning method as claimed in claim 5 based on physical examination report, which is characterized in that described " according to the mark
The grade of label and the label correspond to the default weight of physical examination project, are ranked up to the label " the step of include：
The label is ranked up according to label grade sequence；And
The default weight sequence of physical examination project is corresponded to according to the label, the label identical to label grade is arranged
Sequence obtains ranking results.
7. a kind of electronic device, which is characterized in that the device includes：Memory, processor, being stored on the memory can be
The health score assigning program reported based on physical examination run on the processor is realized as follows when the program is executed by the processor
Step：
A1, acquisition and the physical examination report for parsing user mark mark to there is abnormal physical examination project in the result of physical examination report
Label, wherein the label includes label grade and tag types；
A2, the default weight that physical examination project is corresponded to according to the grade and the label of the label, are ranked up the label,
Filter out the label for the forward preset quantity that sorts；
A3, inquiry physical examination project corresponding with the label of the preset quantity, according to the actual value and reference value of the physical examination project
Between deviation, calculate separately the corresponding deduction of points score value of label of the preset quantity；And
A4, the corresponding deduction of points score value of label according to the preset quantity calculate the physical examination and report corresponding scoring, and pass through visitor
The displaying circle user oriented at family end shows the scoring.
8. electronic device as claimed in claim 7, which is characterized in that also realized when the program is executed by the processor as follows
Step：
When the corresponding scoring of physical examination report is less than preset risk health score assigning, according to the label pair of the preset quantity
The grade of the label of the first reinspection time and the preset quantity answered, COMPREHENSIVE CALCULATING second are rechecked the time, and are recommended to user
The second reinspection time；And
The history physical examination report for obtaining the user in preset time, using the physical examination time as node, according to each physical examination report pair
The scoring answered generates the trend graph for reflecting the user health situation, and shows that this is walked by displaying circle of client user oriented
Gesture figure user.
9. electronic device as claimed in claim 7 or 8, which is characterized in that described " different to occurring in the result of physical examination report
Normal physical examination project marks label " the step of include：
A11, there are the physical examination projects that actual value exceeds reference value in the physical examination is reported, according to physical examination project and tag types
Correspondence, determine that the part physical examination project needs the tag types that mark；
A12, the deviation for calculating the part physical examination project actual value and reference value, according to the correspondence of deviation and label grade,
Determine that the part physical examination project needs the label grade marked；And
A13, according to determining tag types and label grade, it is corresponding for the physical examination project mark in physical examination report
Label.
10. a kind of computer readable storage medium, which is characterized in that be stored with based on body on the computer readable storage medium
The health score assigning program for examining report is realized when the program is executed by processor and is based on as according to any one of claims 1 to 6
The step of health score assigning method of physical examination report.
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| CN109658999A (en) * | 2018-11-30 | 2019-04-19 | 平安医疗健康管理股份有限公司 | Slow disease audit report generation method, device, equipment and storage medium |
| CN109658999B (en) * | 2018-11-30 | 2023-02-03 | 深圳平安医疗健康科技服务有限公司 | Chronic disease inspection report generation method, device, equipment and storage medium |
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| CN110517779A (en) * | 2019-08-30 | 2019-11-29 | 北京妙医佳健康科技集团有限公司 | Data processing method, device, electronic equipment and readable storage medium storing program for executing |
| CN110718279A (en) * | 2019-09-20 | 2020-01-21 | 陈卫霞 | Report quality evaluation system and method based on structured label classification |
| CN110889412A (en) * | 2019-11-01 | 2020-03-17 | 泰康保险集团股份有限公司 | Medical long text positioning and classifying method and device in physical examination report |
| CN111681759A (en) * | 2020-05-29 | 2020-09-18 | 芯海科技（深圳）股份有限公司 | Chronic disease risk analysis device, equipment and storage medium |
| CN111681759B (en) * | 2020-05-29 | 2023-10-27 | 芯海科技（深圳）股份有限公司 | Chronic disease risk analysis device, apparatus, and storage medium |
| CN112908458A (en) * | 2021-03-29 | 2021-06-04 | 善诊(上海)信息技术有限公司 | Physical examination package generation system and method and computer readable storage medium |
| CN113421647A (en) * | 2021-07-20 | 2021-09-21 | 上海暖禾临床心理诊所有限公司 | Psychological state data acquisition, processing and output system and method based on two-dimensional code |
| CN114300134A (en) * | 2021-12-14 | 2022-04-08 | 中南大学 | User health condition detection method and device, terminal and readable storage medium |
| CN115331822A (en) * | 2022-10-11 | 2022-11-11 | 南京从景生物技术有限公司 | WeChat applet-based client health data collection and management system |
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