CN102043811A - Method and system for evaluating medical information - Google Patents
Method and system for evaluating medical information Download PDFInfo
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- CN102043811A CN102043811A CN2009102353863A CN200910235386A CN102043811A CN 102043811 A CN102043811 A CN 102043811A CN 2009102353863 A CN2009102353863 A CN 2009102353863A CN 200910235386 A CN200910235386 A CN 200910235386A CN 102043811 A CN102043811 A CN 102043811A
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Abstract
The invention provides a method for evaluating medical information, comprising the following steps of: providing users with medical information which includes corresponding grade information respectively; collecting scoring parameters fed back by the users in specific to the medial information within a period of time according to preset scoring rules; judging whether the medical information meets the judging thresholds of other grades according to the scoring parameters, and if so, updating the grade information of the medical information. With the method, the retrieved information can meet the real demands of the users to the maximum limit, that is to say, the validity of information retrieval is ensured.
Description
Technical field
The present invention relates to the technical field of data assessment, particularly relate to a kind of appraisal procedure of medical information and a kind of evaluating system of medical information.
Background technology
Along with increasing sharply of information in the Internet and other data network and the system, the final user relies on the information retrieval instrument based on text and keyword to go the information that obtains to want more and more.Usually, the final user is with the keyword inputted search instrument or the engine of the required message file of searching.Research tool or engine return result for retrieval information after retrieving in existing database; Then, the final user just can browse part or all of return results, retrieves or browse all or part of actual file or online content.
In broad terms, information retrieval is meant the primary information of just collecting, organize and store formation secondary information storehouse by certain mode, and find out the technology and the process of customizing messages according to information user's needs, so its full name is informationm storage and retrieval (Information Storage andRetrieval).Be understandable that information retrieval is to carry out at the secondary information storehouse of having stored, is the inverse process of information stores.For retrieval fast and effeciently, just must carry out information stores in advance.Do not have information stores, retrieval is not just known where to begin.
Generally speaking, information stores relates to following operating process:
One, the collection of information:, information resources extensive and that disperse are gathered according to the content and the character requirement of database or gopher.
Two, recording of information: barment tag (as autograph, author, document source etc.) and content characteristic (as classification number, descriptor, summary etc.) to the raw information collected are described, and form the process of a rule an article or item in a contract or record.
Three, the index of information: according to certain rules and procedures, literature content is analyzed, given the content identification of every piece of document with some (classification number, descriptor, keyword etc.) then, as the foundation of storage and retrieval.
Four, the whole preface of information: the unordered information that will collect is carried out the process of ordering tissue, and formation can be directly used in the gopher or the computing machine of manual information retrieval
With the search server that search engine was adopted is example, its canned data is to rely on a software that is " network robot (Spider) " or is " Web Spider (crawlers) ", automatically obtain a large amount of info web contents by the various links on the network, and form by certain rule analysis arrangement.
Yet the purpose of carrying out information acquisition in the prior art mainly is obtaining of mass data, promptly all collects according to the Search Requirement information that all are relevant as far as possible, and the information of being gathered often also has a lot of deceptive information and insecure information.Particularly for medical information, if the information that is found can not solve user's problem, or even false or insecure medical information, then might cause irremediable injury to user's health and physical and mental health.
Therefore, how the validity of medical information in the guarantee information retrieval is the problem that those skilled in the art press for solution.
Summary of the invention
Technical matters to be solved by this invention provides a kind of appraisal procedure and system of medical information, so that the information As soon as possible Promising Policy user's who retrieves real demand, i.e. the validity of guarantee information retrieval.
In order to address the above problem, the invention discloses a kind of appraisal procedure of medical information, comprising:
Provide medical information to the user, each bar medical information has corresponding class information respectively;
Collect interior user of a period of time at described medical information, according to the grading parameters that presets the code of points feedback;
Judge whether described medical information satisfies the decision threshold of other grade according to described grading parameters, if then upgrade the class information of described medical information.
Preferably, the described medical information that provides to the user comprises the result for retrieval that obtains after the keyword of submitting at the user is retrieved, and the grading parameters of described user feedback comprises:
The user is at the current result for retrieval of choosing, according to presetting the code of points grading parameters of feedback in real time.
Preferably, described user is the user by account certification, and the described medical information that provides to the user comprises the historical record of the medical information that this account was browsed in a period of time, and the grading parameters of described user feedback comprises:
The user feeds back corresponding grading parameters at the historical record of described medical information respectively according to presetting code of points.
Preferably, the described code of points that presets is a plurality of score value options that are shown to the user, the score value that the grading parameters of described user feedback is selected for the user.
Preferably, the described code of points that presets is a plurality of the text options that are shown to the user, and each the text option shines upon different score values respectively, the score value that the grading parameters of described user feedback extracts for the text option of selecting according to the user.
Preferably, the described step of upgrading the grade of medical information according to grading parameters comprises:
Whether the quantity of judging collected grading parameters reaches preset requirement, if then carry out following operation:
Calculate the mean value of described a plurality of grading parameters, and determine to upgrade grade according to the grade threshold of described mean value correspondence;
If described renewal grade is different with original grade, then the class information with described medical information is adjusted into described renewal grade.
Preferably, described renewal grade is to raise one-level or downward modulation one-level on the basis of original grade.
Preferably, the mode of described user feedback grading parameters is for to feed back by communication or internet transmission mode.
The embodiment of the invention also discloses a kind of evaluating system of medical information, comprising:
Medical information provides module, and being used for provides medical information to the user, and each bar medical information has corresponding class information respectively;
The grading parameters collection module is used to collect interior user of a period of time at described medical information, according to the grading parameters that presets the code of points feedback;
The message level evaluation module is used for judging whether described medical information satisfies the decision threshold of other grade according to described grading parameters, if then upgrade the class information of described medical information.
Preferably, the described medical information that provides to the user comprises the result for retrieval that obtains after the keyword of submitting at the user is retrieved, and the grading parameters of described user feedback comprises:
The user is at the current result for retrieval of choosing, according to presetting the code of points grading parameters of feedback in real time.
Preferably, described user is the user by account certification, and the described medical information that provides to the user comprises many medical information records that this account was browsed in a period of time, and the grading parameters of described user feedback comprises:
The user is at described many medical information records, according to presetting the grading parameters that code of points is fed back respectively.
Preferably, the described code of points that presets is a plurality of score value options that are shown to the user, the score value that the grading parameters of described user feedback is selected for the user.
Preferably, the described code of points that presets is a plurality of the text options that are shown to the user, and each the text option shines upon different score values respectively, the score value that the grading parameters of described user feedback extracts for the text option of selecting according to the user.
Preferably, described message level evaluation module comprises:
Sample size is judged submodule, is used to judge whether the quantity of collected grading parameters reaches preset requirement, if then trigger following submodule:
Calculating sub module is used to calculate the mean value of described a plurality of grading parameters, and determines to upgrade grade according to the grade threshold of described mean value correspondence;
Updating submodule is used in described renewal grade and original grade not simultaneously, and the class information of described medical information is adjusted into described renewal grade.
Compared with prior art, the present invention has the following advantages:
The present invention is directed to the requirement of present people to medical information validity, the inventor herein creatively proposes a kind of medical information evaluation mechanism based on " pattern of looking for food ", so-called " pattern of looking for food " promptly refers to customer-centric, so that obtaining " maximization is satisfied " to the demand of information, the user is starting point, not only based on the grade of the characteristic evaluating medical information of information source, but allow the user participate in the ranking of medical information, promptly based on " marking " of a plurality of users to corresponding medical information, evaluate the medical information grade that can truly reflect user's request, thereby medical information is eliminated the false and retained the true according to this grade, rogue to protect and handle excellently, to guarantee the validity of medical information in the searching database.
Description of drawings
Fig. 1 is the process flow diagram of the appraisal procedure embodiment 1 of a kind of medical information of the present invention;
Fig. 2 is the process flow diagram of the appraisal procedure embodiment 2 of a kind of medical information of the present invention;
Fig. 3 is the structured flowchart of the evaluating system embodiment of a kind of medical information of the present invention.
Embodiment
For above-mentioned purpose of the present invention, feature and advantage can be become apparent more, the present invention is further detailed explanation below in conjunction with the drawings and specific embodiments.
The embodiment of the invention relates generally to the technology of information stores in the information retrieval of broad sense, at the requirement of present people to medical information validity, the inventor herein creatively proposes a kind of medical information evaluation mechanism based on " pattern of looking for food ", so-called " pattern of looking for food " promptly refers to customer-centric, so that obtaining " maximization is satisfied " to the demand of information, the user is starting point, not only based on the grade of the characteristic evaluating medical information of information source, but allow the user participate in the ranking of medical information, promptly based on " marking " of a plurality of users to corresponding medical information, evaluate the medical information grade that can truly reflect user's request, thereby medical information is eliminated the false and retained the true according to this grade, rogue to protect and handle excellently, to guarantee the validity of medical information in the searching database.
With reference to figure 1, show the process flow diagram of the appraisal procedure embodiment 1 of a kind of medical information of the present invention, specifically can comprise:
The class information of step 104, the described medical information of renewal.
Need to prove that the class information of described medical information is meant the grade of reflection information quality quality, perhaps can be understood as the embodiment of effectiveness of information height.Particularly, described medical information can comprise a large amount of info web contents of being obtained automatically by the various links on the network by " network robot (Spider) " or " Web Spider (crawlers) ", perhaps from this locality or the LAN (Local Area Network) text message or the multimedia messages that obtain.
In a preferred embodiment of the present invention, described medical information can also comprise the case information that the user provided by account certification, and as illness data, therapeutic scheme and rehabilitation trace information etc., these information can obtain from certified hospital database; Described medical information can also comprise the medical treatment reference information that the user by account certification submits at public information platform, specifically can obtain from certified scientific research paper database and/or open network field open sources such as network data base.Because the source of this medical information is through authentication in many ways, so can tentatively guarantee its authenticity and reliability.
In specific implementation, the medical information that provides to the user in the described step 101 can comprise the result for retrieval that obtains after the keyword of submitting at the user is retrieved, in this case, the grading parameters of collected user feedback can comprise the user at the current result for retrieval of choosing in the described step 102, according to presetting the code of points grading parameters of feedback in real time.
For example, the keyword that the user submits to is " a treatment renal insufficiency ", the case information (hereinafter to be referred as A information) that comprises the attached three hospitalize renal insufficiencies of Peking University in the result for retrieval that retrieval is returned in the medical information data storehouse, and, the scientific research paper (hereinafter to be referred as B information) of therapy of combing traditional Chinese and Western medicine renal insufficiency one example on " Guangxi traditional Chinese medicine " periodical; On the display interface of every information, also comprise the option that the user marks, as: favorable comment, in comment, difference comments.The user clicks and to browse after the A information, thinks that this information is very valuable, to oneself prescription on individual diagnosis and treat helpfully, so click the option of " favorable comment ", promptly fed back grading parameters in real time at current result for retrieval; Browse after the B information if the user continues to click, to think that this information and the actual conditions of oneself do not meet, do not match,, promptly to have fed back grading parameters once more in real time at current result for retrieval so click the option of " in comment ".
As another implementation, described user can be the user by account certification, promptly pass through system validation, physical identity and the corresponding user of digital identity, the historical record that can comprise the medical information that this account was browsed in a period of time in the described step 101 to the medical information that the user provides, be the medical information that the user browsed in certain period, background system all can be noted; In this case, the grading parameters of collected user feedback can comprise the historical record of user at described medical information in the described step 102, feeds back corresponding grading parameters respectively according to presetting code of points.
For example, for user Zhang San by account certification, the historical record of the medical information that one was retrieved and browsed over individual month has 10, so the information list that 10 historical records of system over this month are made returns to Zhang San, after how Zhang San then can in officely mark at every record when an opportunity arises, feed back to system one by one or in the lump, system promptly collects the grading parameters of Zhang San's feedback.
In practice, the user can directly pass through the described grading parameters of operational feedback on the internet, also can adopt the mode of radio communication, and as GPRS, operation is to feed back described grading parameters on corresponding wireless communication terminal, and the present invention does not limit this.
In a preferred embodiment of the present invention, the described code of points that presets can be for being shown to a plurality of score value options of user, for example, be followed successively by 0.3,0.2,0.1,0 ,-0.1 ,-0.2 ,-0.3 from high to low, in this case, the grading parameters of described user feedback is the score value that the user selectes, and has selected 0.3 as the user, promptly represents the current acquisition of this information 0.3 minute.
In another kind of preferred embodiment of the present invention, the described code of points that presets can also be for being shown to a plurality of the text options of user, wherein, each the text option shines upon different score values respectively, for example, the text option is: favorable comment, in comment, difference, Ying She score value is respectively: 1,0 ,-1, and in this case, the grading parameters of described user feedback is the score value of the text option extraction of selecting according to the user, select " favorable comment " as the user, promptly represent the current acquisition of this information 1 minute.
With reference to figure 2, show the process flow diagram of the appraisal procedure embodiment 2 of a kind of medical information of the present invention, specifically can comprise:
The mean value of step 204, the described a plurality of grading parameters of calculating, and according to the definite grade of upgrading of the grade threshold of described mean value correspondence;
For example, suppose that the grade of medical information is disposed with 1 grade, 2 grades, 3 grades, 4 grades and 5 grades of five ranks from low to high, the pairing grade decision threshold of each grade is respectively: 0-1.7; 1.8-2.7; 2.8-3.7; 3.8-4.7; 4.8-5, and the required sample number (quantity of grading parameters) of each grade adjustment is 1000; The grading parameters of supposing to have collected in a period of time at the medical information of certain bar hepatitis treatment comprises: 200 2 grades, 100 3 grades, 400 4 grades and 300 5 grades, then calculating its mean value is 3.8, and corresponding level should be 4 grades.If original grade of this medical information is 3 grades, so just the information of this hepatitis treatment need be adjusted to 4 grades from 3 grades.
Or as, suppose that after after a while, the grading parameters of this that collect hepatitis treatment information comprises once more: 300 2 grades, 100 3 grades, 400 4 grades and 200 5 grades, then calculating its mean value is 3.5, and corresponding level should be 3 grades.If original grade of this medical information is 4 grades, so just the information of this hepatitis treatment need be adjusted to 3 grades from 4 grades.
In specific implementation, described renewal grade only relates to the adjustment step by step of grade, promptly raises one-level or downward modulation one-level on the basis of original grade, and does not do the adjustment of bypassing the immediate leadership.Certainly, if adopt certain specific authentication pattern at the user, method such as for example manually examine, also can carry out adjustments of bypassing the immediate leadership of medical information grade, those skilled in the art get final product according to the actual conditions employing.
In concrete the application, the original class information of described medical information can also be the class information of initial setting up, when initial message level evaluation, can whether determine according to data source through authentication, for example, providing if certain bar information is authenticated account, is again to obtain from the database of certain tame certified front three hospital, then can give higher level, as 5 grades to it; And certain bar information is never to obtain in the certified hospital database, then gives lower grade to it, as 2 grades.In this case, using the embodiment of the invention can also adjust the rank of this initial setting up.In specific implementation, can once adjust the grade of medical information at set intervals, with the present validity of true reflection medical information.
Certainly, can corresponding concrete condition relative set for the grade decision threshold of medical information, the present invention does not limit this.
In the concrete application of information stores, can be used for the screening and the ordering of searching database information among the present invention for the grade of medical information evaluation, for example, junior information is removed, or sorted from high to low according to message level.
In the concrete application of information retrieval, the account hierarchy that can be used for corresponding different user for the grade of medical information evaluation among the present invention is retrieved and is fed back, and for example, wherein, described user has corresponding account hierarchy information, as advanced level user, domestic consumer; Perhaps, gold card user, silver card user, generic card user etc.The embodiment of the invention can provide respective service for it at different account hierarchies, and making needs the user of special service can obtain more high-precision retrieval, and the effectiveness of information of acquisition is higher; As for advanced level user, can in the database that the medical information with senior class information of correspondence is formed, retrieve; For domestic consumer, can in the database that the medical information with ordinary grade information of correspondence is formed, retrieve, thereby make multi-user's retrieval to walk abreast, to make full use of retrieve resources, improve recall precision.
Need to prove, for aforesaid each method embodiment, for simple description, so it all is expressed as a series of combination of actions, but those skilled in the art should know, the present invention is not subjected to the restriction of described sequence of movement, because according to the present invention, some step can adopt other orders or carry out simultaneously.Secondly, those skilled in the art also should know, the embodiment described in the instructions all belongs to preferred embodiment, and related action and module might not be that the present invention is necessary.
With reference to figure 3, show the structured flowchart of the evaluating system embodiment of a kind of medical information of the present invention, specifically can comprise:
Medical information provides module 301, is used for providing medical information to the user, and each bar medical information has corresponding class information respectively;
Grading parameters collection module 302 is used to collect interior user of a period of time at described medical information, according to the grading parameters that presets the code of points feedback;
Message level evaluation module 303 is used for judging whether described medical information satisfies the decision threshold of other grade according to described grading parameters, if then upgrade the class information of described medical information.
In a preferred embodiment of the present invention, the described medical information of submitting to the user comprises the result for retrieval that obtains after the keyword of submitting at the user is retrieved, and in this case, the grading parameters of described user feedback can comprise:
The user is at the current result for retrieval of choosing, according to presetting the code of points grading parameters of feedback in real time.
In a preferred embodiment of the present invention, described user is the user by account certification, the described medical information that provides to the user comprises many medical information records that this account was browsed in a period of time, and in this case, the grading parameters of described user feedback can comprise:
The user is at described many medical information records, according to presetting the grading parameters that code of points is fed back respectively.
Wherein, preferably, the described code of points that presets can be for being shown to a plurality of score value options of user, the score value that the grading parameters of described user feedback can be selected for the user.Perhaps, the described code of points that presets also can be for being shown to a plurality of the text options of user, each the text option shines upon different score values respectively, in this case, and the score value that the grading parameters of described user feedback can extract for the text option that the foundation user selectes.
As a kind of preferred embodiment, described message level evaluation module 303 can comprise following submodule:
Sample size is judged submodule, is used to judge whether the quantity of collected grading parameters reaches preset requirement, if then trigger following submodule:
Calculating sub module is used to calculate the mean value of described a plurality of grading parameters, and determines to upgrade grade according to the grade threshold of described mean value correspondence;
Updating submodule is used in described renewal grade and original grade not simultaneously, and the class information of described medical information is adjusted into described renewal grade.
For system embodiment, because it is similar substantially to method embodiment, so description is fairly simple, relevant part gets final product referring to the part explanation of system embodiment.
The present invention can describe in the general context of the computer executable instructions of being carried out by computing machine, for example program module.Usually, program module comprises the routine carrying out particular task or realize particular abstract, program, object, assembly, data structure or the like.Also can in distributed computing environment, put into practice the present invention, in these distributed computing environment, by by communication network connected teleprocessing equipment execute the task.In distributed computing environment, program module can be arranged in the local and remote computer-readable storage medium that comprises memory device.
More than to the appraisal procedure of a kind of medical information provided by the present invention and a kind of evaluating system of medical information, be described in detail, used specific case herein principle of the present invention and embodiment are set forth, the explanation of above embodiment just is used for helping to understand method of the present invention and core concept thereof; Simultaneously, for one of ordinary skill in the art, according to thought of the present invention, the part that all can change in specific embodiments and applications, in sum, this description should not be construed as limitation of the present invention.
Claims (14)
1. the appraisal procedure of a medical information is characterized in that, comprising:
Provide medical information to the user, each bar medical information has corresponding class information respectively;
Collect interior user of a period of time at described medical information, according to the grading parameters that presets the code of points feedback;
Judge whether described medical information satisfies the decision threshold of other grade according to described grading parameters, if then upgrade the class information of described medical information.
2. the method for claim 1 is characterized in that, the described medical information that provides to the user comprises the result for retrieval that obtains after the keyword of submitting at the user is retrieved, and the grading parameters of described user feedback comprises:
The user is at the current result for retrieval of choosing, according to presetting the code of points grading parameters of feedback in real time.
3. the method for claim 1, it is characterized in that, described user is the user by account certification, and the described medical information that provides to the user comprises the historical record of the medical information that this account was browsed in a period of time, and the grading parameters of described user feedback comprises:
The user feeds back corresponding grading parameters at the historical record of described medical information respectively according to presetting code of points.
4. the method for claim 1 is characterized in that, the described code of points that presets is a plurality of score value options that are shown to the user, the score value that the grading parameters of described user feedback is selected for the user.
5. the method for claim 1, it is characterized in that, the described code of points that presets is a plurality of the text options that are shown to the user, and each the text option shines upon different score values respectively, the score value that the grading parameters of described user feedback extracts for the text option of selecting according to the user.
6. as claim 4 or 5 described methods, it is characterized in that the described step of upgrading the grade of medical information according to grading parameters comprises:
Whether the quantity of judging collected grading parameters reaches preset requirement, if then carry out following operation:
Calculate the mean value of described a plurality of grading parameters, and determine to upgrade grade according to the grade threshold of described mean value correspondence;
If described renewal grade is different with original grade, then the class information with described medical information is adjusted into described renewal grade.
7. method as claimed in claim 6 is characterized in that, described renewal grade is to raise one-level or downward modulation one-level on the basis of original grade.
8. the method for claim 1 is characterized in that, the mode of described user feedback grading parameters is for to feed back by communication or internet transmission mode.
9. the evaluating system of a medical information is characterized in that, comprising:
Medical information provides module, and being used for provides medical information to the user, and each bar medical information has corresponding class information respectively;
The grading parameters collection module is used to collect interior user of a period of time at described medical information, according to the grading parameters that presets the code of points feedback;
The message level evaluation module is used for judging whether described medical information satisfies the decision threshold of other grade according to described grading parameters, if then upgrade the class information of described medical information.
10. system as claimed in claim 9 is characterized in that, the described medical information that provides to the user comprises the result for retrieval that obtains after the keyword of submitting at the user is retrieved, and the grading parameters of described user feedback comprises:
The user is at the current result for retrieval of choosing, according to presetting the code of points grading parameters of feedback in real time.
11. system as claimed in claim 9, it is characterized in that, described user is the user by account certification, and the described medical information that provides to the user comprises many medical information records that this account was browsed in a period of time, and the grading parameters of described user feedback comprises:
The user is at described many medical information records, according to presetting the grading parameters that code of points is fed back respectively.
12. system as claimed in claim 9 is characterized in that, the described code of points that presets is a plurality of score value options that are shown to the user, the score value that the grading parameters of described user feedback is selected for the user.
13. system as claimed in claim 9, it is characterized in that, the described code of points that presets is a plurality of the text options that are shown to the user, and each the text option shines upon different score values respectively, the score value that the grading parameters of described user feedback extracts for the text option of selecting according to the user.
14., it is characterized in that described message level evaluation module comprises as claim 12 or 13 described systems:
Sample size is judged submodule, is used to judge whether the quantity of collected grading parameters reaches preset requirement, if then trigger following submodule:
Calculating sub module is used to calculate the mean value of described a plurality of grading parameters, and determines to upgrade grade according to the grade threshold of described mean value correspondence;
Updating submodule is used in described renewal grade and original grade not simultaneously, and the class information of described medical information is adjusted into described renewal grade.
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Cited By (8)
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CN102609608A (en) * | 2011-12-07 | 2012-07-25 | 南京毗邻医疗科技有限公司 | Disease-centered integrated intelligent medical service system based on compound diagnosis and treatment templates |
CN102664970A (en) * | 2012-04-06 | 2012-09-12 | 中山大学 | Method for hierarchical mobile IPV6 based on mobile sub-net |
CN105809368A (en) * | 2016-03-30 | 2016-07-27 | 深圳还是威健康科技有限公司 | Information grade assessment method and device |
CN107256222A (en) * | 2017-04-27 | 2017-10-17 | 广州慧扬健康科技有限公司 | Electronic health record quick retrieval system based on free word retrieval |
CN109495497A (en) * | 2018-12-11 | 2019-03-19 | 西安邮电大学 | Based on the management of credit worthiness dynamic and domestic cryptographic algorithm privacy information encrypted transmission method |
CN112633689A (en) * | 2020-12-23 | 2021-04-09 | 湖南新云网科技有限公司 | Object grade display method and device, electronic equipment and readable storage medium |
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Publication number | Priority date | Publication date | Assignee | Title |
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CN102609608A (en) * | 2011-12-07 | 2012-07-25 | 南京毗邻医疗科技有限公司 | Disease-centered integrated intelligent medical service system based on compound diagnosis and treatment templates |
CN102664970A (en) * | 2012-04-06 | 2012-09-12 | 中山大学 | Method for hierarchical mobile IPV6 based on mobile sub-net |
CN105809368A (en) * | 2016-03-30 | 2016-07-27 | 深圳还是威健康科技有限公司 | Information grade assessment method and device |
CN107256222A (en) * | 2017-04-27 | 2017-10-17 | 广州慧扬健康科技有限公司 | Electronic health record quick retrieval system based on free word retrieval |
CN113168754A (en) * | 2018-12-07 | 2021-07-23 | 3M创新有限公司 | Adaptive notification system based on contextual information |
CN109495497A (en) * | 2018-12-11 | 2019-03-19 | 西安邮电大学 | Based on the management of credit worthiness dynamic and domestic cryptographic algorithm privacy information encrypted transmission method |
CN112633689A (en) * | 2020-12-23 | 2021-04-09 | 湖南新云网科技有限公司 | Object grade display method and device, electronic equipment and readable storage medium |
CN112807110A (en) * | 2021-01-28 | 2021-05-18 | 广东威力铭科技有限公司 | Traceable planting base station based on Internet of things and matched processing system |
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