CN114067936A - Physical examination data management method and system and electronic equipment - Google Patents
Physical examination data management method and system and electronic equipment Download PDFInfo
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- CN114067936A CN114067936A CN202111363508.4A CN202111363508A CN114067936A CN 114067936 A CN114067936 A CN 114067936A CN 202111363508 A CN202111363508 A CN 202111363508A CN 114067936 A CN114067936 A CN 114067936A
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
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Abstract
The invention provides a physical examination data management method, a physical examination data management system and electronic equipment, belongs to the technical field of big data, and solves the problem that the existing physical examination data management system is incomplete in data management mode. The method comprises the following steps: carrying out double-blind random grouping on the subjects, and storing the group to which each subject belongs; acquiring first physical examination data of a subject, and second physical examination data of the subject after using a sample according to the group to which the subject belongs; acquiring quality monitoring information of a used sample, and judging whether a bad sample exists according to the quality monitoring information; if the bad samples exist, the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples are removed. Meanwhile, in the whole test process, the system is used for recording the condition that the testee regularly uses the efficacy sample, including taking pictures, taking condition feedback and the like.
Description
Technical Field
The invention relates to the technical field of big data, in particular to a physical examination data management method, a physical examination data management system and electronic equipment.
Background
With the popularization of medical health technology, people pay more and more attention to the health condition of the body, and institutions such as schools, work units and the like can regularly organize personnel to perform physical examination.
Accordingly, a physical examination institution such as a hospital or a physical examination center is equipped with a physical examination data management system for recording and storing data of physical examinees. The conventional physical examination data management system manages the physical examination data of a subject more carefully, but manages the data of objects such as equipment and reagents related to the physical examination more roughly, so that the conventional method for managing the data is not complete.
Disclosure of Invention
The invention aims to provide a physical examination data management method, a physical examination data management system and electronic equipment, which aim to solve the problem that the conventional physical examination data management system has an incomplete data management mode.
In a first aspect, the present invention provides a physical examination data management method applied to a physical examination service data platform, wherein the method includes:
carrying out double-blind random grouping on the subjects, and storing the group to which each subject belongs;
acquiring first physical examination data of a subject, and second physical examination data of the subject after using a sample according to the group to which the subject belongs;
acquiring quality monitoring information of a used sample, and judging whether a bad sample exists according to the quality monitoring information;
if the bad samples exist, the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples are removed.
Further, the quality monitoring information includes at least one of production information, logistics information and storage information.
Further, before the step of double-blind randomly grouping the subjects and storing the group to which each subject belongs, the method further comprises:
and (4) screening key physical indexes of the recruited population, and determining target individuals meeting the project requirements as subjects.
Further, after the step of screening key physical indicators of the recruited population and determining target individuals meeting the project requirements as the subjects, the method further comprises the following steps:
identity information and physiological information of the subject are acquired and stored.
Further, the identity information includes at least one of identity information, occupational and biometric information.
Further, the physiological information includes at least one of gender, age, allergen, medical history, and physical characteristics.
Further, after the step of removing the first physical examination data and the second physical examination data of the subject corresponding to the poor sample, the method further comprises the following steps:
comparing the first physical examination data and the second physical examination data of the subjects which are not removed, and acquiring a physical examination data difference;
and obtaining sample effect data according to the physical examination data difference of the subjects in different groups.
In a second aspect, the present invention further provides a physical examination data management system, including:
the grouping module is used for carrying out double-blind random grouping on the subjects and storing the group to which each subject belongs;
the acquisition module is used for acquiring first physical examination data of the subject and second physical examination data of the subject after the subject uses the samples according to the group;
the judging module is used for acquiring quality monitoring information of a used sample and judging whether a bad sample exists according to the quality monitoring information; if the bad samples exist, removing the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples;
the feedback module is used for collecting feedback data of the periodic use condition of the subject;
a reward module for sending a reward to the subject-specific feedback data.
In a third aspect, the present invention further provides an electronic device, which includes a memory and a processor, where the memory stores a computer program operable on the processor, and the processor implements the steps of the above method when executing the computer program.
In a fourth aspect, the present invention also provides a computer readable storage medium having stored thereon machine executable instructions which, when invoked and executed by a processor, cause the processor to carry out the method described above.
The physical examination data management method provided by the invention is used for analyzing the influence of the samples of functional products such as health food, health food or cosmetics and the like for improving the human body state on the physical condition of the testee, firstly, the testee is subjected to double-blind random grouping, such as a test food group, a control group and the like, the group to which each testee belongs is stored, and then, the first physical examination data and the second physical examination data of the testee are obtained. Wherein the first physical examination data is the initial physical condition of the subject, namely the physical state before the sample is used; after a period of time, the subjects are subjected to a second physical examination, and the data of the second physical examination after the subjects use the samples according to the belonged groups are obtained and stored, during which period, the subjects in the test group insist on using the samples, and the subjects in the control group do not use the samples. And then acquiring quality monitoring information of the used samples, judging whether the bad samples exist according to the quality monitoring information, if the bad samples exist, the second low physical examination data of the subjects using the bad samples are inaccurate, the second physical examination data of the subjects need to be removed, the first physical examination data does not have a comparison object, and the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples need to be removed.
When the first physical examination data and the second physical examination data of the testee are compared in the future, invalid data generated by bad samples are eliminated, so that the finally obtained sample effect data is more accurate, namely the influence effect of the product samples on the physical condition of the testee is more accurately obtained. By the method, data management of samples related to physical examination is enhanced, and the problem that the data management mode in the prior art is not complete is solved.
Accordingly, the physical examination data management system, the electronic device and the computer-readable storage medium provided by the embodiment of the invention also have the technical effects.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a flowchart of a physical examination data management method according to an embodiment of the present invention;
fig. 2 is a flowchart of a physical examination data management method according to a second embodiment of the present invention;
fig. 3 is a schematic diagram of a physical examination data management system according to a third embodiment of the present invention.
Detailed Description
To make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is apparent that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "comprising" and "having," and any variations thereof, as referred to in embodiments of the present invention, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements but may alternatively include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
The conventional physical examination data management system manages the physical examination data of a subject more carefully, but manages the data of objects such as equipment and reagents related to the physical examination more roughly, so that the conventional method for managing the data is not complete.
Meanwhile, at present, the qualification certification of functional products such as various health foods, cosmetics and the like is gradually developed and popularized, and clinical tests for product efficacy verification are organized according to the requirements of national regulations, so that a scientific and reliable evaluation flow, management method and management tool for the using effect of the product are required.
In order to solve the above problems, an embodiment of the present invention provides a physical examination data management method, which is applied to a physical examination service data platform.
The first embodiment is as follows:
as shown in fig. 1, the physical examination data management method provided by the embodiment of the present invention includes the following steps:
s1: subjects were double-blind randomized and the group to which each subject belongs was stored.
The group arrangement in this example can be divided into a test group and a control group according to the requirements of the project, and a placebo group and/or a positive reference group can be added on the basis of the test group and the control group. For example, the groups may be two groups of a feeding group and a control group, or three groups of a feeding group, a placebo group and a control group.
Double-blind random grouping is a medical judgment standard, and specifically means that subjects are randomly distributed when divided into two groups or three groups, and the subjects do not know the group to which the subjects belong; at the same time, the staff member does not know whether a real sample or a placebo is dispensed when the sample is dispensed to the subject. Thus, the subject is "blind" to the group to which he belongs, and the staff is also "blind" to the dispensed sample, thereby achieving double-blind random grouping.
S2: first physical examination data of the subject is acquired, and second physical examination data of the subject after using the sample according to the group to which the subject belongs is acquired.
The embodiment of the invention can be applied to analyzing the influence of the samples of functional products such as health food, health food or cosmetics for improving the human body state on the physical condition of the subject, wherein the acquired first physical examination data is the initial physical condition of the subject, namely the physical condition before the samples are used. The first physical examination data may specifically include various physical examination indexes such as height, weight, body fat ratio, blood pressure, blood oxygen, B-ultrasonic examination, electrocardiogram, and the like, and the category included in the physical examination indexes may be specifically determined according to actual needs.
After the subject is given a sample for a period of time, the subject will undergo a second physical examination during which the subjects in the test group will adhere to the sample and the subjects in the control group will not. Subjects in the placebo group will also adhere to placebo if they are on.
The second physical examination data should include physical examination indices that are consistent with the first physical examination data to facilitate comparison of the indices.
S3: and acquiring quality monitoring information of the used sample, and judging whether a bad sample exists according to the quality monitoring information.
In this embodiment, the quality monitoring information may include at least one of production information, logistics information, and storage information. Wherein, the production information mainly comprises the production place, the manufacturer, the raw material information, the production batch and the like of the use sample; the logistics information mainly comprises a conveying mode, conveying time, weather environment during conveying and the like; the storage information mainly includes storage location, storage environment, storage time, and the like.
Based on the above information, it can be judged whether or not there is a defective sample in the use samples. If a defective sample exists, go to step S4; if there is no defective sample, the process proceeds to step S5.
S4: and removing the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples.
Because the poor samples cause inaccuracy of the second low physical examination data of the subjects using the poor samples, the second low physical examination data of the subjects needs to be removed, and the first physical examination data does not have objects to be compared, the first physical examination data and the second physical examination data of the subjects corresponding to the poor samples need to be removed.
S5: the first physical examination data and the second physical examination data of the subjects that were not removed are compared, and a physical examination data difference is acquired.
The physical examination service data platform compares various indexes of each subject in two successive physical examinations to obtain the physical examination data difference of each subject.
S6: and obtaining sample effect data according to the physical examination data difference of the subjects in different groups.
The influence effect of the sample on the physical state of the human body can be obtained through the physical examination data difference between the test group and the control group (and the placebo group).
In one possible embodiment, the method may further comprise the steps of:
s7: feedback data is collected of the subject's regular use.
By collecting and obtaining feedback data of the condition that the subject regularly uses the efficacy sample, the condition that the subject regularly uses the efficacy sample can be more clearly understood, and the condition specifically comprises a picture of taking and text feedback of the condition of taking. In addition, it is possible to send rewards for subject specific feedback data, such as for example, a photograph taken for 7 consecutive days, which can be issued within the subject's cell phone application to encourage the subject to actively participate in the feedback.
According to the physical examination data management method provided by the embodiment of the invention, when the first physical examination data and the second physical examination data of the subject are compared, invalid data generated by bad samples are eliminated, so that the finally obtained sample effect data is more accurate, namely the effect of the efficacy samples on the physical condition of the subject is more accurately obtained. By the method, data management of samples related to physical examination is enhanced, and the problem that the data management mode in the prior art is not complete is solved.
Example two:
as shown in fig. 2, the physical examination data management method provided in the embodiment of the present invention is basically the same as the first embodiment, and includes the following steps:
s21: and (4) screening key physical indexes of the recruited population, and determining target individuals meeting the project requirements as subjects.
Specifically, the screening may be performed according to the characteristics of the use sample used in the current project, such as the age group, sex, etc. of the use sample.
S22: identity information and physiological information of the subject are acquired and stored.
In this embodiment, the identity information may include one or more of a name, an identification number, a occupation, a fingerprint, and a face feature; the physiological information may include one or more of gender, age, allergies, medical history, and physical characteristic indicators (e.g., obesity, anemia, etc.).
S23: subjects were double-blind randomized and the group to which each subject belongs was stored.
S24: first physical examination data of the subject is acquired, and second physical examination data of the subject after using the sample according to the group to which the subject belongs is acquired.
S25: and acquiring quality monitoring information of the used sample, and judging whether a bad sample exists according to the quality monitoring information.
S26: and removing the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples.
S27: the first physical examination data and the second physical examination data of the subjects that were not removed are compared, and a physical examination data difference is acquired.
S28: and obtaining sample effect data according to the physical examination data difference of the subjects in different groups.
The above steps S23 to S28 are the same as S1 to S6 in the first embodiment, and are not repeated here.
Example three:
as shown in fig. 3, an embodiment of the present invention provides a physical examination data management system applied to a physical examination service data platform, the system including:
and the grouping module 1 is used for carrying out double-blind random grouping on the subjects and storing the group to which each subject belongs.
The acquisition module 2 is used for acquiring first physical examination data of the subject and second physical examination data of the subject after the subject uses the samples according to the group.
The judging module 3 is used for acquiring quality monitoring information of a used sample and judging whether a bad sample exists according to the quality monitoring information; if the bad samples exist, the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples are removed.
And the comparison module 4 is used for comparing the first physical examination data and the second physical examination data of the subjects which are not removed, and acquiring the physical examination data difference.
And the analysis module 5 is used for obtaining sample effect data according to the physical examination data difference of the subjects of different groups.
And the feedback module 6 is used for collecting feedback data of the periodic use condition of the subject.
A reward module 7 for sending a reward for the subject specific feedback data.
The physical examination data management system provided by the embodiment of the invention has the same technical characteristics as the physical examination data management method provided by the embodiment, so that the same technical problems can be solved, and the same technical effects can be achieved.
Example four:
an embodiment of the present invention provides an electronic device, which includes a memory and a processor, where the memory stores a computer program that can be executed on the processor, and the processor executes the computer program to implement the steps of the method provided in the first embodiment or the second embodiment.
The electronic device provided by the embodiment of the invention has the same technical characteristics as the physical examination data management method provided by the embodiment, so that the same technical problems can be solved, and the same technical effects can be achieved.
In accordance with the above method, embodiments of the present invention also provide a computer readable storage medium storing machine executable instructions, which when invoked and executed by a processor, cause the processor to perform the steps of the above method.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method can be implemented in other ways. The apparatus embodiments described above are merely illustrative, and for example, the flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of apparatus, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
For another example, the division of the unit is only one division of logical functions, and there may be other divisions in actual implementation, and for another example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or units through some communication interfaces, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
Finally, it should be noted that: the above-mentioned embodiments are only specific embodiments of the present invention, which are used for illustrating the technical solutions of the present invention and not for limiting the same, and the protection scope of the present invention is not limited thereto, although the present invention is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: any person skilled in the art can modify or easily conceive the technical solutions described in the foregoing embodiments or equivalent substitutes for some technical features within the technical scope of the present disclosure; and the modifications, changes or substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention. Are intended to be covered by the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A physical examination data management method is applied to a physical examination service data platform, and comprises the following steps:
carrying out double-blind random grouping on the subjects, and storing the group to which each subject belongs;
acquiring first physical examination data of a subject, and second physical examination data of the subject after using a sample according to the group to which the subject belongs;
acquiring quality monitoring information of a used sample, and judging whether a bad sample exists according to the quality monitoring information;
if the bad samples exist, the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples are removed.
2. The method of claim 1, wherein the quality monitoring information comprises at least one of production information, logistics information, and storage information.
3. The method of claim 1, wherein prior to the step of double-blind random grouping of subjects and storing the group to which each subject belongs, further comprising:
and (4) screening key physical indexes of the recruited population, and determining target individuals meeting the project requirements as subjects.
4. The method of claim 3, wherein the step of screening the recruited population for key physical indicators and identifying the target individuals meeting the program requirements as subjects further comprises:
identity information and physiological information of the subject are acquired and stored.
5. The method of claim 4, wherein the identity information comprises at least one of identity information, occupational, and biometric information.
6. The method of claim 4, wherein the physiological information includes at least one of gender, age, allergies, medical history, and physical characteristics indicators.
7. The method of claim 1, wherein the step of removing the first physical examination data and the second physical examination data of the subject corresponding to the poor sample further comprises:
comparing the first physical examination data and the second physical examination data of the subjects which are not removed, and acquiring a physical examination data difference;
and obtaining sample effect data according to the physical examination data difference of the subjects in different groups.
8. A physical examination data management system, comprising:
the grouping module is used for carrying out double-blind random grouping on the subjects and storing the group to which each subject belongs;
the acquisition module is used for acquiring first physical examination data of the subject and second physical examination data of the subject after the subject uses the samples according to the group;
the judging module is used for acquiring quality monitoring information of a used sample and judging whether a bad sample exists according to the quality monitoring information; if the bad samples exist, removing the first physical examination data and the second physical examination data of the subjects corresponding to the bad samples;
the feedback module is used for collecting feedback data of the periodic use condition of the subject;
a reward module for sending a reward to the subject-specific feedback data.
9. An electronic device comprising a memory and a processor, wherein the memory stores a computer program operable on the processor, and wherein the processor implements the steps of the method of any of claims 1 to 7 when executing the computer program.
10. A computer readable storage medium having stored thereon machine executable instructions which, when invoked and executed by a processor, cause the processor to execute the method of any of claims 1 to 7.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111363508.4A CN114067936A (en) | 2021-11-17 | 2021-11-17 | Physical examination data management method and system and electronic equipment |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111363508.4A CN114067936A (en) | 2021-11-17 | 2021-11-17 | Physical examination data management method and system and electronic equipment |
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| CN114067936A true CN114067936A (en) | 2022-02-18 |
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| CN202111363508.4A Pending CN114067936A (en) | 2021-11-17 | 2021-11-17 | Physical examination data management method and system and electronic equipment |
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