CN110335660A - A kind of TCM academic individuation experience arranges and the pre- measurement equipment of target spot - Google Patents
A kind of TCM academic individuation experience arranges and the pre- measurement equipment of target spot Download PDFInfo
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- 238000005259 measurement Methods 0.000 title abstract description 8
- 239000003814 drug Substances 0.000 claims abstract description 90
- 229940079593 drug Drugs 0.000 claims abstract description 36
- 238000012216 screening Methods 0.000 claims abstract description 30
- 201000010099 disease Diseases 0.000 claims abstract description 15
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 claims abstract description 15
- 239000008194 pharmaceutical composition Substances 0.000 claims abstract description 6
- 150000001875 compounds Chemical class 0.000 claims description 3
- 238000013500 data storage Methods 0.000 claims description 3
- 239000003596 drug target Substances 0.000 claims description 3
- 239000003446 ligand Substances 0.000 claims description 3
- 239000000203 mixture Substances 0.000 claims description 3
- 239000000126 substance Substances 0.000 claims description 3
- 241000208340 Araliaceae Species 0.000 claims 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 claims 1
- 235000003140 Panax quinquefolius Nutrition 0.000 claims 1
- 235000008434 ginseng Nutrition 0.000 claims 1
- 238000011160 research Methods 0.000 abstract description 11
- 230000006870 function Effects 0.000 description 6
- 238000000034 method Methods 0.000 description 6
- 206010011224 Cough Diseases 0.000 description 5
- 230000009286 beneficial effect Effects 0.000 description 5
- 230000000694 effects Effects 0.000 description 5
- 239000000463 material Substances 0.000 description 5
- 241000758769 Houttuynia Species 0.000 description 4
- 235000013717 Houttuynia Nutrition 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000011161 development Methods 0.000 description 3
- 235000013399 edible fruits Nutrition 0.000 description 3
- 241000251468 Actinopterygii Species 0.000 description 1
- 244000025254 Cannabis sativa Species 0.000 description 1
- 241001522129 Pinellia Species 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 238000007418 data mining Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000000178 monomer Substances 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 235000020995 raw meat Nutrition 0.000 description 1
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- G—PHYSICS
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
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- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/90—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to alternative medicines, e.g. homeopathy or oriental medicines
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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
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
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Abstract
The present invention relates to a kind of TCM academic individuation experiences to arrange and the pre- measurement equipment of target spot, comprising: obtains module, categorization module, analysis module, memory module, screening module, sorting module, taxonomy database, parameter database and arranges result database: obtaining module and obtain original Chinese medicine prescription；Categorization module classifies traditional Chinese medicine root according to the kinds of Diseases treated；Analysis module is analyzed the traditional Chinese medicine root in database according to the medication relevance of drug；Memory module will choose the corresponding data of important parameter from the data after analysis automatically, be stored in parameter database；Screening module screens the degree of association and the higher pharmaceutical composition of parameter value；Data after screening are analyzed and summarized by sorting module, are finally arranged and are stored in arrangement result database.It is excavated the invention has the benefit that scientific research personnel can be assisted to complete individuation traditional Chinese medicine science empirical data, improves the accuracy of tcm field correlative study, rationally the valuable Scientific Research Resource of application.
Description
Technical field
The invention belongs to TCM academic experience finishing fields, and in particular to a kind of TCM academic individuation experience arranges and target
Point prediction equipment.
Background technique
Traditional Chinese medicine mainly relies on individuation as the medical system with significant implicit knowledge feature, academic development
TCM academic experience.Individuation Academic Experience, the especially Academic Experience of distinguished veteran doctors of TCM medicine expert are effectively arranged, correlation is led
The acdemic progress in domain and development have important clinical significance and scientific research value.However, in practical work, the academic warp of individuation
Often annihilated among huge comentropy, common at present TCM academic summary of experience is tested, often with apparent subjectivity
Color and tendency, it is difficult to accurately and comprehensively show " true appearance " of related individuals TCM academic experience.
Therefore, find that one kind objectifies, intelligentized traditional Chinese medicine individuation Academic Experience collator has become related neck
Domain real problems that need to be solved urgently.
Summary of the invention
Cannot objectify to solve the prior art, it is intelligentized arrange traditional Chinese medicine individuation Academic Experience arrange ask
Topic, the embodiment of the present invention the following technical schemes are provided:
A kind of equipment arranged for TCM academic experience with target spot prediction, comprising: obtain module, categorization module, analysis
Module, memory module, screening module, sorting module, taxonomy database, parameter database and arrangement result database；
The acquisition module obtains original Chinese medicine prescription；
The categorization module classifies the traditional Chinese medicine root according to the kinds of Diseases treated, and generates sorted
Data sheet is stored in the taxonomy database；
The analysis module is analyzed the traditional Chinese medicine root in the database according to the medication relevance of drug；
The memory module presets important parameter, chooses the important parameter pair from the data after analysis automatically
The data answered, the data sheet after generating screening, are stored in the parameter database；
The screening module, the screening degree of association and the higher pharmaceutical composition of parameter value；
The sorting module, the data after screening are analyzed and summarized, and are finally arranged and are stored in the arrangement number of results
According in library.
Further, further includes:
Selecting module, choose whether to need by the arrangement result data report in the arrangement result database based on phase
Other data sheets of same parameter are compared, when selection unlike compared with when, operation terminates, be also used to when selection is compared,
The data sheet to be compared is selected in the arrangement result database；
Comparison module, the data for being divided to or so two worksheets to show two compared data sheets respectively.
Further, the comparison module is also used to:
When obtaining original Chinese medicine prescription, the original prescription is compared with database prescription, if identical, choosing
It selects and whether determines raw medicine side to be covered, if it is different, then obtaining the prescription.
Further, the categorization module is also used to:
After determination obtains the prescription, the traditional Chinese medicine root is classified according to the kinds of Diseases treated, is generated
Sorted data sheet is stored in taxonomy database；
Further, the memory module is also used to:
After determination obtains the prescription, the traditional Chinese medicine root is classified according to the kinds of Diseases treated, is generated
Sorted data sheet is stored in taxonomy database；
Traditional Chinese medicine root in the database is analyzed according to the medication relevance of drug；
Important parameter is preset, chooses the data of the important parameter from the data after the analysis automatically, generates sieve
Data sheet after choosing is stored in database.
Further, the pre-set important parameter includes: kinds of Diseases, medicine name and association drug, root
The data sheet after screening is generated according to the parameter, is stored in database.
Further, further includes:
Target spot prediction module, in the database by the data storage of the corresponding ligand of drug target.
Further, further includes:
Determine Chinese medicine to be measured, retrieval obtains the chemical composition that Chinese medicine to be measured contains, then of fine quality to compound predictability
Good molecule；
According to good properties molecule, a series of potential target spots are obtained using target spot prediction module.
Further, the analysis module includes bayesian probability model.
Further, the data sheet is Excel table.
A kind of TCM academic experience provided in an embodiment of the present invention arranges and the pre- measurement equipment of target spot, has below beneficial to effect
Fruit: in whole medication, the individuation priori of Chinese medicine scholar is quoted, by utilizing bayesian probability model to Traditional Chinese medicinal prescription
The medication frequency, relevance and material information analysis and arrangement are carried out, scientific research personnel can be assisted to complete individuation traditional Chinese medicine academic
Empirical data is excavated, and improves the accuracy of tcm field correlative study, rationally the valuable Scientific Research Resource of application.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is that a kind of TCM academic individuation experience provided in an embodiment of the present invention arranges and target spot prediction equipment block diagram；
Fig. 2 is that a kind of TCM academic individuation experience provided in an embodiment of the present invention arranges and the pre- measurement equipment workflow of target spot
Cheng Tu；
Fig. 3 is that a kind of TCM academic individuation experience that another embodiment of the present invention provides arranges and the pre- measurement equipment of target spot
Work flow diagram；
Fig. 4 is that a kind of TCM academic individuation experience that another embodiment of the present invention provides arranges and the pre- measurement equipment of target spot
Work flow diagram；
Appended drawing reference:
1- obtains module；2- categorization module；3- analysis module；4- memory module；5- screening module；
6- sorting module；7- selecting module；8- target spot prediction module.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, technical solution of the present invention will be carried out below
Detailed description.Obviously, described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Base
Embodiment in the present invention, those of ordinary skill in the art are obtained all without making creative work
Other embodiment belongs to the range that the present invention is protected.
In practical work, the Academic Experience of individuation is often annihilated among huge comentropy, common at present
TCM academic summary of experience, often with apparent subjective colo(u)r and tendency, it is difficult to accurately and comprehensively show in related individuals
Cure " true appearance " of Academic Experience.It is predicted in view of this, the application provides a kind of arrange for TCM academic experience with target spot
Equipment, in whole medication, quote Chinese medicine scholar individuation priori, by using bayesian probability model to Chinese medicine
Prescription carries out the medication frequency, relevance and material information analysis and arrangement, and scientific research personnel can be assisted to complete individuation traditional Chinese medicine
Academic Experience data mining improves the accuracy of tcm field correlative study, rationally the valuable Scientific Research Resource of application.
Fig. 1 is that a kind of arrange for TCM academic experience shown in one exemplary embodiment of the application sets with what target spot was predicted
Standby schematic diagram.
As shown in Figure 1, a kind of equipment arranged for TCM academic experience with target spot prediction, comprising: obtain module 1, divide
Generic module 2, analysis module 3, memory module 4, screening module 5, sorting module 6, taxonomy database, parameter database and arrangement knot
Fruit database；
Module 1 is obtained, original Chinese medicine prescription is obtained；
Traditional Chinese medicine root is classified according to the kinds of Diseases treated, generates sorted datagram by categorization module 2
Table is stored in the taxonomy database；
Analysis module 3 is analyzed the traditional Chinese medicine root in database according to the medication relevance of drug；
Memory module 4 presets important parameter, and it is corresponding to choose the important parameter from the data after analysis automatically
Data, the data sheet after generating screening, are stored in the parameter database；
Screening module 5, the screening degree of association and the higher pharmaceutical composition of parameter value；
Data after screening are stored in the arrangement result database by sorting module 6.
In one embodiment, a kind of equipment arranged for TCM academic experience with target spot prediction, utilizes acquisition module 1
Obtain the original prescription of some Traditional Chinese Medicine experts, then using categorization module 2 by traditional Chinese medicine root according to the kinds of Diseases treated into
Row classification, generates sorted data sheet, is stored in taxonomy database；For example, a Traditional Chinese Medicine experts are good at treatment cough class
Disease, then the prescription of Traditional Chinese Medicine experts treatment cough is attributed to cough class, after the data sheet for generating cough class, deposit point
In class database.Then the traditional Chinese medicine root in database is analyzed according to the medication relevance of drug, for example, the Chinese medicine is special
Common drug of the family when treating cough is Radix Glycyrrhizae, dried orange peel, the tuber of pinellia, cordate houttuynia etc., then by can to the analysis of multiple prescriptions
With discovery, which is bound to illustrate the cordate houttuynia and Radix Glycyrrhizae in use using Radix Glycyrrhizae while using cordate houttuynia
There is certain medication relevance；Then important parameter is preset, can be the title of drug, the dosage etc. of drug, so
Choose the corresponding data of the important parameter from the data after analysis automatically afterwards, the data sheet after generating screening is stored in institute
It states in parameter database；The degree of association and the higher pharmaceutical composition of parameter value are screened using screening module 5；For example, fish can be set
Then the degree of association and cordate houttuynia of raw meat grass and Radix Glycyrrhizae and the dosage of Radix Glycyrrhizae are sieved according to set parameter using screening module 5
Choosing recycles sorting module 6, and the data deposit after screening is arranged in result database.
A kind of equipment arranged for TCM academic experience with target spot prediction, has beneficial below provided by the present embodiment
Effect: in whole medication, quoting the individuation priori of Chinese medicine scholar, by carrying out the medication frequency to Traditional Chinese medicinal prescription, closing
Connection property and material information analysis and arrangement effectively arrange individuation Academic Experience, the science of especially well-known old docter of TCM's medicine expert
Experience, acdemic progress and development for related fields have important clinical significance and scientific research value.
Optionally, a kind of equipment arranged for TCM academic experience with target spot prediction further include:
Selecting module 7 chooses whether to need to be based in the arrangement result data report and arrangement result database identical
Other data sheets of parameter are compared, when selection unlike compared with when, operation terminates；When selection is compared, described whole
It manages and selects the data sheet to be compared in result database；
Comparison module, the data for being divided to or so two worksheets to show two compared data sheets respectively.
In one embodiment, as shown in Fig. 2, user arranges and target spot prediction using for TCM academic experience
When equipment, after the prescription for taking a Traditional Chinese Medicine experts, operate in accordance with the following steps,
Step 101, the original Chinese medicine prescription is obtained using acquisition module 1；
Step 102, classify using categorization module 2, by traditional Chinese medicine root according to the kinds of Diseases treated, generate classification
Data sheet afterwards, the data sheet are Excel table, which is stored in taxonomy database；Step 103, it utilizes
Analysis module 3 is analyzed the traditional Chinese medicine root in database according to the medication relevance of drug, which includes pattra leaves
This probabilistic model；
Step 104, important parameter is being preset using memory module 4, automatically from the data after analysis described in selection
The corresponding data of important parameter, the data sheet after generating screening, are stored in the parameter database；
Step 105, the degree of association and the higher pharmaceutical composition of parameter value are screened using screening module 5；It generates and arranges number of results
According to report；
Step 106, optionally, can use selecting module 7, choose whether need by the arrangement result data report with it is whole
Reason result database in other data sheets based on identical parameters be compared, when selection unlike compared with when, operation terminates；
Step 107, it when selection is compared, is arranged in original and selects the datagram to be compared in result database
Table is then abandoned storing the arrangement result data report if comparison result is identical, if comparison result is different, carries out
In next step；
Step 108, the arrangement result data report deposit after comparison is arranged in result database using sorting module 6.
A kind of equipment arranged for TCM academic experience with target spot prediction, has beneficial below provided by the present embodiment
Effect: the selecting module 7 and comparison module that the present embodiment includes can effectively avoid deposit in database from being based on identical parameters number
According to report, guarantee that the arrangement result data report stored in the database is unique.
In another embodiment, the equipment of a kind of TCM academic individuation experience as shown in Figure 3 and target spot prediction, behaviour
Steps are as follows for work:
Step 201, when obtaining original Chinese medicine prescription, using comparison module, by the original prescription and database Chinese medicine
Side is compared；
Step 202, according to comparison result, if comparison result is identical, the prescription is abandoned, if comparison result is different,
Then obtain the prescription.
Step 203, after determining and obtaining the prescription, using categorization module 2, by the traditional Chinese medicine root according to being treated
Kinds of Diseases are classified, and sorted data sheet is generated, and are stored in taxonomy database；
Step 204, using analysis module 3, the traditional Chinese medicine root in the database is given according to the medication relevance of drug
With analysis；
Step 205, important parameter is pre-set, chooses the number of the important parameter from the data after the analysis automatically
According to the data sheet after generating screening is stored in database using memory module 4.
Wherein pre-set important parameter includes: kinds of Diseases, medicine name and association drug, according to the parameter
Data sheet after generating screening is stored in database.
A kind of equipment arranged for TCM academic experience with target spot prediction, has beneficial below provided by the present embodiment
Effect: it is compared using comparison module with the prescription in database when obtaining prescription, avoids the weight of database prescription
It is multiple.
In another embodiment, as shown in figure 4, optionally, a kind of TCM academic individuation experience arrangement is pre- with target spot
Measurement equipment further includes the function of target spot prediction, which is realized that implementation steps are as follows by target spot prediction module 8:
Step 301, in the database by the data storage of the corresponding ligand of drug target.
Step 302, Chinese medicine to be measured is determined, retrieval obtains the chemical composition that Chinese medicine to be measured contains, then pre- to compound
Survey good properties molecule；
Step 303, according to good properties molecule, a series of potential target spots are obtained using target spot prediction module 8.
A kind of equipment arranged for TCM academic experience with target spot prediction, has beneficial below provided by the present embodiment
Effect: utilizing target spot prediction module 8, realizes the drug monomer and action target spot information sifting to objectify.It is final to realize, to Mr. Yu
The information excavating of " individuation traditional Chinese medicine Academic Experience " arranges.
It should be noted that in order to meet the needs of different level research, which is by the arrangement of individuation experience
First part, target spot prediction are used as second part, and individuation experience is arranged and is organically together in series with target spot prediction, each other both
It can be independently operated, and can be used in combination, i.e., it, can be based on the practical need of itself research work after the completion of first part works
It wants, starts the operation of second part as one sees fit, realize the reasonable application of Scientific Research Resource.
It is understood that same or similar part can mutually refer in the various embodiments described above, in some embodiments
Unspecified content may refer to the same or similar content in other embodiments.
It should be noted that term " first ", " second " etc. are used for description purposes only in the description of the present application, without
It can be interpreted as indication or suggestion relative importance.In addition, in the description of the present application, unless otherwise indicated, the meaning of " multiple "
Refer at least two.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be by the application
Embodiment person of ordinary skill in the field understood.
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, can integrate in a processing module in each functional unit in each embodiment of the application
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiment or examples in can be combined in any suitable manner.
Although embodiments herein has been shown and described above, it is to be understood that above-described embodiment is example
Property, it should not be understood as the limitation to the application, those skilled in the art within the scope of application can be to above-mentioned
Embodiment is changed, modifies, replacement and variant.
Claims (10)
1. a kind of equipment arranged for TCM academic experience with target spot prediction characterized by comprising obtain module, classification
Module, analysis module, memory module, screening module, sorting module, taxonomy database, parameter database and arrangement result data
Library；
The acquisition module obtains original Chinese medicine prescription；
The traditional Chinese medicine root is classified according to the kinds of Diseases treated, generates sorted data by the categorization module
Report is stored in the taxonomy database；
The analysis module is analyzed the traditional Chinese medicine root in the database according to the medication relevance of drug；
The memory module presets important parameter, and it is corresponding to choose the important parameter from the data after analysis automatically
Data, the data sheet after generating screening, are stored in the parameter database；
The screening module, the screening degree of association and the higher pharmaceutical composition of parameter value；
Data after screening are analyzed and summarized, finally arrange and be stored in result database by the sorting module.
2. equipment according to claim 1, which is characterized in that further include:
Selecting module, choose whether to need by the arrangement result data report in the arrangement result database based on identical ginseng
Other several data sheets are compared, when selection unlike compared with when, operation terminates, and is also used to when selection is compared, in institute
It states to arrange and selects the data sheet to be compared in result database；
Comparison module, the data for being divided to or so two worksheets to show two compared data sheets respectively.
3. equipment according to claim 2, which is characterized in that the comparison module is also used to:
When obtaining original Chinese medicine prescription, the original prescription is compared with database prescription, if identical, selection is
No determination will cover raw medicine side, if it is different, then obtaining the prescription.
4. equipment according to claim 1, which is characterized in that the categorization module is also used to:
After determination obtains the prescription, the traditional Chinese medicine root is classified according to the kinds of Diseases treated, generates classification
Data sheet afterwards is stored in taxonomy database.
5. equipment according to claim 1, which is characterized in that the memory module is also used to:
After determination obtains the prescription, the traditional Chinese medicine root is classified according to the kinds of Diseases treated, generates classification
Data sheet afterwards is stored in taxonomy database；
Traditional Chinese medicine root in the database is analyzed according to the medication relevance of drug；
Important parameter is preset, chooses the data of the important parameter from the data after the analysis automatically, after generating screening
Data sheet, be stored in database in.
6. equipment according to claim 1, which is characterized in that
The pre-set important parameter includes: kinds of Diseases, medicine name and association drug, is generated according to the parameter
Data sheet after screening is stored in database.
7. equipment according to claim 1, which is characterized in that further include:
Target spot prediction module, in the database by the data storage of the corresponding ligand of drug target.
8. equipment according to claim 7, which is characterized in that further include:
Determine Chinese medicine to be measured, retrieval obtains the chemical composition that Chinese medicine to be measured contains, then to compound prediction good properties point
Son；
According to good properties molecule, a series of potential target spots are obtained using target spot prediction module.
9. equipment according to claim 1, which is characterized in that
The analysis module includes bayesian probability model.
10. equipment according to claim 1, which is characterized in that
The data sheet is Excel table.
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| CN117349452A (en) * | 2023-12-04 | 2024-01-05 | 长春中医药大学 | Information service system for traditional Chinese medicine retrieval |
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| 王波等: "消渴病方剂"核心药物-作用靶点"关联性挖掘", 《中国中药杂志》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117349452A (en) * | 2023-12-04 | 2024-01-05 | 长春中医药大学 | Information service system for traditional Chinese medicine retrieval |
| CN117349452B (en) * | 2023-12-04 | 2024-02-09 | 长春中医药大学 | Information service system for traditional Chinese medicine retrieval |
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