CN115148325A - Prescription information processing method, device, equipment and computer readable medium - Google Patents
Prescription information processing method, device, equipment and computer readable medium Download PDFInfo
- Publication number
- CN115148325A CN115148325A CN202210740471.0A CN202210740471A CN115148325A CN 115148325 A CN115148325 A CN 115148325A CN 202210740471 A CN202210740471 A CN 202210740471A CN 115148325 A CN115148325 A CN 115148325A
- Authority
- CN
- China
- Prior art keywords
- prescription
- similar
- prescriptions
- medicinal materials
- decoction pieces
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
-
- 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
- G16H70/00—ICT specially adapted for the handling or processing of medical references
- G16H70/40—ICT specially adapted for the handling or processing of medical references relating to drugs, e.g. their side effects or intended usage
Abstract
The invention discloses a prescription information processing method, a prescription information processing device, prescription information processing equipment and a computer readable medium, and relates to the technical field of computers. One embodiment of the method comprises: screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the Chinese medicinal decoction pieces; checking the prescription information of the traditional Chinese medicine decoction pieces according to the similar prescriptions and checking the prescription information of the traditional Chinese medicine decoction pieces according to the medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials; and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescriptions and the auditing result of the medicinal materials which are different from the similar prescriptions. This embodiment can improve prescription information processing efficiency.
Description
Technical Field
The invention relates to the technical field of intelligent medical treatment, in particular to a prescription information processing method, device, equipment and computer readable medium.
Background
At present, in a hospital, after a doctor makes a prescription, a professional hospital pharmacist is generally required to audit the prescription, and many problems may exist in some scenes with complicated medicine information. For example, in traditional Chinese medicine, the decoction pieces of traditional Chinese medicine are prepared from traditional Chinese medicinal materials according to the traditional Chinese medicine theory and the traditional Chinese medicine preparation method, and can be directly used as traditional Chinese medicine in traditional Chinese medicine clinical practice. Due to uneven medical resource distribution, professional field knowledge of some hospital pharmacists is lacked, and the examination of prescriptions issued by hospitals is not perfect and accurate.
In the process of implementing the invention, the inventor finds that at least the following problems exist in the prior art: because the prescription of the traditional Chinese medicine decoction pieces usually contains dozens of commonly used medicinal materials, the efficacy and the main treatment of each medicinal material are different, and the efficiency of manually checking the traditional Chinese medicine decoction pieces in the prescription is lower.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method, an apparatus, a device, and a computer readable medium for processing prescription information, which can improve efficiency of prescription information processing.
To achieve the above object, according to an aspect of an embodiment of the present invention, there is provided a prescription information processing method including:
screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the Chinese medicinal decoction pieces;
checking prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and checking prescription information of the Chinese medicinal decoction pieces according to medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials;
and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription.
The method for screening out the similar prescription of the traditional Chinese medicine decoction pieces and the medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescription, comprises the following steps:
constructing an alternative prescription of the Chinese medicinal decoction pieces based on various medicinal materials of the Chinese medicinal decoction pieces;
and screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal materials in the alternative prescriptions.
The method for screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the number of the Chinese medicinal materials in the alternative prescriptions comprises the following steps:
calculating the prescription similarity of the alternative prescription according to the number of the same medicinal materials in the alternative prescription and the Chinese medicinal materials in the Chinese medicinal decoction pieces and the number of the Chinese medicinal materials in the alternative prescription;
taking an alternative prescription with the prescription similarity larger than a preset prescription threshold as a primary prescription;
screening out similar prescriptions based on the number of overlapping medicinal materials with the Chinese medicinal decoction pieces in the primary selection prescriptions;
and determining medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, according to the medicinal materials in the traditional Chinese medicine decoction pieces and the medicinal materials in the similar prescriptions.
The checking the prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and the checking the prescription information of the Chinese medicinal decoction pieces according to the medicinal materials different from the similar prescriptions by combining the pharmacy knowledge graph comprises the following steps:
acquiring the action of the similar prescription and the action of the medicinal materials different from the similar prescription according to the pharmacy knowledge map;
inquiring a disease knowledge graph based on the prescription information of the traditional Chinese medicine decoction pieces, and determining the disease information of the traditional Chinese medicine decoction pieces;
checking the disease information of the Chinese medicinal decoction pieces according to the action of the similar prescription, and checking the disease information of the traditional Chinese medicine decoction pieces according to the action of the medicinal materials which are different from the similar prescription.
The effects of the similar formulations include indications and/or effects; the different medicinal materials of the similar prescription have the functions of applicable symptoms and/or efficacies;
the disease information includes one or more of symptoms, treatment of the disease, and treatment of the symptoms.
Determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription, wherein the auditing result of the traditional Chinese medicine decoction pieces comprises the following steps:
the auditing result of the similar prescription comprises that the similar prescription is approved, the auditing result of the medicinal materials different from the similar prescription comprises that the similar prescription is approved, and the auditing result of the Chinese medicinal decoction pieces is determined to comprise that the similar prescription is approved.
The method for screening out the similar prescription of the traditional Chinese medicine decoction pieces and the medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescription, based on the medicinal materials of the traditional Chinese medicine decoction pieces comprises the following steps:
based on the medicinal materials of the Chinese herbal pieces and the pharmacy knowledge map, similar prescriptions of the Chinese herbal pieces and medicinal materials in the Chinese herbal pieces, which are different from the similar prescriptions, are screened out.
According to a second aspect of the embodiments of the present invention, there is provided a prescription information processing apparatus including:
the screening module is used for screening out similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the traditional Chinese medicine decoction pieces;
the first auditing module is used for auditing prescription information of the traditional Chinese medicine decoction pieces according to the similar prescriptions and auditing prescription information of the traditional Chinese medicine decoction pieces according to medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, and the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials;
and the second checking module is used for determining the checking result of the traditional Chinese medicine decoction pieces according to the checking result of the similar prescription and the checking result of the medicinal materials which are different from the similar prescription.
According to a third aspect of an embodiment of the present invention, there is provided prescription information processing electronic equipment including:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method as described above.
According to a fourth aspect of embodiments of the present invention, there is provided a computer readable medium, on which a computer program is stored, which when executed by a processor, implements the method as described above.
One embodiment of the above invention has the following advantages or benefits: screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the Chinese medicinal decoction pieces; checking the prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and checking the prescription information of the Chinese medicinal decoction pieces according to the medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials; and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription. The traditional Chinese medicine decoction pieces are audited from the aspects of similar prescription and medicinal materials of the traditional Chinese medicine decoction pieces, and the prescription information processing efficiency can be further improved.
Further effects of the above-mentioned non-conventional alternatives will be described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the invention and are not to be construed as unduly limiting the invention. Wherein:
fig. 1 is a main flow diagram of a prescription information processing method according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart of screening out similar prescriptions and different medicinal materials according to an embodiment of the invention;
FIG. 3 is a schematic flow chart of screening alternative prescriptions for similar prescriptions according to an embodiment of the present invention;
FIG. 4 is a schematic flow chart illustrating the process of verifying prescription information of herbal pieces-according to an embodiment of the present invention;
FIG. 5 is a schematic diagram of the logical relationship between a prescription or drug and a disease according to an embodiment of the present invention;
FIG. 6 is a schematic illustration of prescription information processing according to an embodiment of the present invention;
FIG. 7 is a main configuration diagram of a prescription information processing apparatus according to an embodiment of the present invention;
FIG. 8 is an exemplary system architecture diagram in which embodiments of the present invention may be employed;
fig. 9 is a schematic block diagram of a computer system suitable for use in implementing a terminal device or server according to an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present invention are described below with reference to the accompanying drawings, in which various details of embodiments of the invention are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
The difficulty of checking the prescription information of the traditional Chinese medicine decoction pieces is as follows. Firstly, the prescription of the traditional Chinese medicine decoction pieces usually comprises dozens of commonly used medicinal materials; secondly, the efficacy and the indication of each medicinal material are different, and the combination efficacy of the medicinal materials is also extremely diverse. Therefore, the individual examination of the indications for each herb in the herbal pieces results in the erroneous interception of many reasonable prescriptions.
At present, the traditional Chinese medicine decoction pieces are audited by adopting a manual auditing mode.
In order to improve the prescription information processing efficiency, the following technical solutions in the embodiments of the present invention may be adopted.
Referring to fig. 1, fig. 1 is a schematic flow chart of a main process of a prescription information processing method according to an embodiment of the invention, and the traditional Chinese medicine decoction pieces are audited by adopting similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials in the traditional Chinese medicine decoction pieces. As shown in fig. 1, the method specifically comprises the following steps:
s101, screening out similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials which are different from the similar prescriptions in the traditional Chinese medicine decoction pieces based on the medicinal materials of the traditional Chinese medicine decoction pieces.
The Chinese herbal pieces include multiple herbs. As an example, the herbal pieces 1 includes A, B, C, D, E, F, G and H, which are 8 kinds of herbs in total. Based on the medicinal materials of the Chinese herbal pieces, similar prescriptions of the Chinese herbal pieces and medicinal materials in the Chinese herbal pieces different from the similar prescriptions are screened out, and then the Chinese herbal pieces are examined based on the similar prescriptions and the medicinal materials different from the similar prescriptions.
Referring to fig. 2, fig. 2 is a schematic flow chart of screening out similar prescriptions and medicinal materials different from the similar prescriptions according to an embodiment of the invention. The method specifically comprises the following steps:
s201, constructing an alternative prescription of the traditional Chinese medicine decoction pieces based on various medicinal materials of the traditional Chinese medicine decoction pieces.
The Chinese herbal pieces include multiple kinds of herbs, each having different effects. However, for herbal pieces, the efficacy of herbal pieces is not a collection of the efficacy of the included herbs. This is because the combination of multiple medicinal materials brings about different effects.
In order to fully understand the efficacy brought by the interaction between the medicinal materials, similar prescriptions of the Chinese medicinal decoction pieces are determined by constructing alternative prescriptions, and the similar prescriptions are taken as the basis for understanding the efficacy of the medicinal material combination.
The Chinese medicinal decoction pieces comprise multiple medicinal materials, and the medicinal materials are arranged and combined to obtain a medicinal material combination. As an example, the Chinese herbal pieces include A, B and C. The three medicinal materials are arranged and combined to obtain the following medicinal material combination: AB. AC, BC, and ABC. Not all the above medicinal material combinations can be used as alternative prescriptions. It is desirable to select alternative formulations from the combination of medicinal materials based on the existing formulations.
Specifically, medicinal materials existing in the existing prescription are combined to be used as an alternative prescription. Following the example above: combining medicinal materials: AB. AC, BC, and ABC. Wherein, AB and BC belong to the existing formulas; AC and ABC do not belong to the existing formulations. Then, AB and BC are used as alternative formulations.
The existing prescriptions are mainly from historical classics, including but not limited to Shang Han Lun (treatise on Cold-induced diseases) of Zhang Zhongjing, jin Kui Yao L ü e and Ben Cao Jing (classic of materia Medica) of Han Dynasty, etc., which account for 500.
S202, according to the number of the same medicinal materials in the alternative prescriptions and the number of the traditional Chinese medicines in the alternative prescriptions, the medicinal materials which are different from the similar prescriptions in the similar prescriptions and the traditional Chinese medicines in the alternative prescriptions are screened out.
The Chinese medicinal materials in the alternative prescription are partially the same as the Chinese medicinal materials in the Chinese medicinal decoction pieces. And screening out similar prescriptions from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal decoction pieces and the number of the Chinese medicinal materials in the alternative prescriptions.
Referring to fig. 3, fig. 3 is a schematic flow chart of screening alternative prescriptions for similar prescriptions according to an embodiment of the invention. The method specifically comprises the following steps:
s301, calculating the similarity of the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal materials in the Chinese medicinal decoction pieces and the number of the Chinese medicinal materials in the alternative prescriptions.
For each alternative prescription, the similarity between the alternative prescription and the Chinese medicinal decoction pieces is measured by prescription similarity. The similarity of the prescription is equal to the quantity of the same medicinal materials in the alternative prescription and the traditional Chinese medicine decoction pieces, the ratio of the amount of the Chinese medicinal materials in the alternative prescription.
As an example, the herbal pieces include 11 herbs. The alternative prescription comprises 5 medicinal materials. The similarity of the alternative prescriptions is 0.8 if the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal decoction pieces is 4.
And S302, taking the alternative prescription with the prescription similarity larger than the preset prescription threshold as an initial prescription.
The initial prescription may be selected from the alternative prescriptions based on a preset prescription threshold. Such as: and taking the alternative prescription with the prescription similarity larger than the preset prescription threshold as the initial prescription. The greater the similarity of the prescription, the higher the similarity of the alternative prescription and the Chinese medicinal decoction pieces.
S303, screening out similar prescriptions in the primary selection based on the number of the overlapped medicinal materials with the Chinese medicinal decoction pieces.
The primary selection prescription comprises a plurality of medicinal materials, and the more the number of the medicinal materials overlapped with the Chinese herbal pieces is, the more the primary selection medicinal materials are similar to the Chinese herbal pieces.
In order to screen out similar prescriptions from the initially selected prescriptions, the number of overlapping medicinal materials with the herbal pieces is preset. As an example, if the number of overlapping herbal materials with herbal pieces is 3, a pre-selected prescription with overlapping herbal materials with herbal pieces equal to or greater than 3 is used as the similar prescription.
In one embodiment of the present invention, the number of similar prescriptions can be controlled by setting the number of overlapping herbal materials with herbal pieces. As an example, the larger the number of overlapping herbal materials with herbal pieces, the fewer the number of similar prescriptions; the smaller the number of overlapping herbal materials with herbal pieces, the more similar the number of formulas.
S304, determining medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescription, according to the medicinal materials in the Chinese medicinal decoction pieces and the medicinal materials in the similar prescription.
After the similar prescriptions are determined, the medicinal materials in the Chinese medicinal decoction pieces which are different from the similar prescriptions are determined. As an example, the herbal pieces include A, B, C, D, E, F, G, H, I, J and K, which total 11 herbs. Similar formulations 1 include A, B and C. Similar prescription 2 includes E, F, G and H, and the Chinese medicinal materials in the decoction pieces of the Chinese traditional medicine, which are different from the similar prescriptions, include: D. i, J and K.
In the embodiment of fig. 2, the herbal pieces are divided into similar prescriptions and different prescriptions by dividing the herbal pieces into similar prescriptions.
In one embodiment of the invention, based on the medicinal materials and the pharmacy knowledge map of the Chinese medicinal decoction pieces, the similar prescription of the Chinese medicinal decoction pieces and the medicinal materials which are different from the similar prescription in the Chinese medicinal decoction pieces are screened out.
The pharmaceutical knowledge map comprises a plurality of medicinal materials in the Chinese herbal pieces. Based on the medicinal materials of the Chinese herbal pieces, the similar prescription of the Chinese herbal pieces and the medicinal materials of the Chinese herbal pieces different from the similar prescription can be screened out by inquiring the pharmacy knowledge map. As an example, similar prescriptions of herbal pieces of chinese medicine are screened out in the pharmacy knowledge map in the cloud through the cloud service interface.
And S102, processing prescription information according to the similar prescription and the prescription information by combining the pharmacy knowledge graph, and processing the prescription information according to the medicinal materials different from the similar prescription.
After medicinal materials in the similar prescription and the Chinese medicinal decoction pieces which are different from the similar prescription are screened out, the Chinese medicinal decoction pieces can be examined and decomposed to be examined and examined by the similar prescription and the medicinal materials. Wherein, the prescription information of the Chinese medicinal decoction pieces can be obtained from medical records.
Referring to fig. 4, fig. 4 is a schematic flow chart illustrating the process of checking the prescription information of the herbal pieces-of-chinese medicine according to the embodiment of the present invention. The method specifically comprises the following steps:
s401, acquiring the action of the similar prescription and the action of the medicinal materials different from the similar prescription according to the pharmacy knowledge map.
Specifically, prescription information is processed according to similar prescriptions, and prescription information is processed according to different drugs than similar prescriptions.
The pharmacy knowledge map is obtained by describing pharmacy knowledge resources and carriers thereof by using a visualization technology, and mining, analyzing, constructing, drawing and displaying pharmacy knowledge and mutual relation among the pharmacy knowledge resources and the carriers. According to the pharmacy knowledge map, the effects of similar prescriptions and the effects of different medicinal materials with similar prescriptions can be obtained.
In one embodiment of the invention, the effects of similar formulations include indication of indication and/or efficacy; the actions of different herbs in similar prescriptions include indications and/or effects.
S402, inquiring a disease knowledge graph based on prescription information of the traditional Chinese medicine decoction pieces, and determining disease information of the traditional Chinese medicine decoction pieces.
The disease knowledge map is obtained by describing disease knowledge resources and carriers thereof by using a visualization technology, and mining, analyzing, constructing, drawing and displaying disease knowledge and mutual relations among the disease knowledge resources and the carriers. Based on the prescription information of the Chinese herbal pieces, inquiring the disease knowledge map to determine the disease information of the Chinese herbal pieces.
In one embodiment of the invention, the disease information includes one or more of symptoms, treatment of the disease, and treatment of the symptoms.
Referring to fig. 5, fig. 5 is a schematic diagram of the logical relationship between a prescription or a medicinal material and a disease according to an embodiment of the present invention.
The final purpose of the formula or materials in figure 5 is to treat the disease. Specifically, the pharmaceutical knowledge map is combined, and the efficacy and the indications are started. Verifying whether the disease is matched or not through efficacy and treatment; by whether the indication matches the symptoms of the disease.
The schematic diagram of the logical relationship in fig. 5 is applicable not only to prescriptions but also to medicinal materials. The nouns in FIG. 5 will be described below by taking the recipe as an example. Efficacy is the expected effect of a multiple prescription. The treatment is a specific treatment for the disease. Symptoms are subjective, abnormal sensations or objective changes in the pathological condition of a patient caused by a series of abnormal changes in the function, metabolism and morphological structure of the body during the course of a disease. The indication is the range and standard of the prescription or medicinal materials suitable for application. The symptoms are the state of the disease.
It should be noted that the efficacy, therapeutic methods, indications and symptoms of a formula or a herb can be known by combining the pharmaceutical knowledge profile and the disease knowledge profile. The diseases and symptoms of the Chinese medicinal formula can be obtained from the prescription information of the Chinese medicinal formula.
And S403, checking the disease information of the traditional Chinese medicine decoction pieces according to the action of the similar prescription, and checking the disease information of the traditional Chinese medicine decoction pieces according to the action of the medicinal materials different from the similar prescription.
In the embodiment of the invention, the prescription information is processed according to the action of the similar prescriptions, and one or more of the following modes can be adopted:
mode a1: and checking symptoms in the prescription information of the traditional Chinese medicine decoction pieces according to the applicable symptoms of the similar prescription.
As an example, the symptoms in the prescription information of the decoction pieces of Chinese medicine are matched according to the applicable symptoms of similar prescriptions. If the applicable symptoms of the similar prescription are the same as the symptoms in the prescription information of the traditional Chinese medicine decoction pieces, the examination is passed; if the applicable symptoms of the similar prescription are different from the symptoms in the prescription information of the traditional Chinese medicine decoction pieces, the examination is not passed.
Mode a2: and checking the treatment method of the diseases in the prescription information of the traditional Chinese medicine decoction pieces according to the efficacy of the similar prescription.
As an example, the treatment of diseases in prescription information of decoction pieces of traditional Chinese medicine is matched according to the efficacy of similar prescriptions. If the efficacy of the similar prescription is matched with the treatment method of the diseases in the prescription information of the traditional Chinese medicine decoction pieces, the examination and verification are passed; if the efficacy of the similar prescription does not match the treatment of the disease in the prescription information of the herbal pieces-then the audit is not passed. Such as: the similar prescription effects, matching with the treatment method of diseases in the prescription information of the traditional Chinese medicine decoction pieces comprise: the similar prescription efficacy and the treatment of diseases in the prescription information of the Chinese herbal pieces of decoction have the same semantic meaning.
Mode a3: and checking the disease symptoms in the prescription information of the traditional Chinese medicine decoction pieces according to the efficacy of the similar prescriptions.
As an example, the efficacy of a similar prescription is the same as the treatment of symptoms of a disease in the prescription information of the herbal pieces-of-chinese medicine, and the audit is passed; the efficacy of similar prescriptions is different from the treatment of disease symptoms in the prescription information of the Chinese herbal pieces, and the examination and check are not passed.
In the embodiment of the invention, the prescription information of the Chinese medicinal decoction pieces is checked according to the action of the medicinal materials different from similar prescriptions, and the method comprises one or more of the following modes:
mode b1: and checking symptoms in the prescription information of the traditional Chinese medicine decoction pieces according to the applicable symptoms of the medicinal materials different from the similar prescription.
As an example, the symptoms in the prescription information of the herbal pieces of chinese medicine are matched according to the indications of the medicinal materials different from the similar prescription. If the applicable symptoms of the medicinal materials with different formulas are the same as the symptoms in the prescription information of the Chinese medicinal decoction pieces, the examination is passed; if the applicable symptoms of the medicinal materials with different similar prescriptions are different from the symptoms in the prescription information of the Chinese herbal pieces, the examination and verification are not passed.
Mode b2: and examining the treatment method of the diseases in the prescription information of the traditional Chinese medicine decoction pieces according to the efficacy of the medicinal materials which are different from the similar prescription.
As an example, the treatment method of diseases in the prescription information of the Chinese herbal pieces is matched according to the efficacy of the medicinal materials different from the similar prescription. If the efficacy of the medicinal materials with different formulas is matched with the treatment method of the diseases in the prescription information of the Chinese medicinal decoction pieces, the examination is passed; if the efficacy of the medicinal materials different from the similar prescription does not match the treatment method of the diseases in the prescription information of the Chinese medicinal decoction pieces, the examination and verification are not passed. Such as: the matching of the efficacy of the medicinal materials with different formulas with the treatment method of diseases in the prescription information of the Chinese medicinal decoction pieces comprises the following steps: the efficacy of the medicinal materials different from the similar prescription and the semantics of the treatment of diseases in the prescription information of the Chinese medicinal decoction pieces are the same.
Mode b3: and (3) auditing the treatment method of the disease symptoms in the prescription information of the traditional Chinese medicine decoction pieces according to the efficacy of the medicinal materials different from the similar prescription.
As an example, the efficacy of the medicinal materials different from the similar prescription is the same as the treatment method of the symptoms of the diseases in the prescription information of the traditional Chinese medicine decoction pieces, and the examination is passed; the efficacy of the medicinal materials with different formulas is different from the treatment method of the disease symptoms in the prescription information of the traditional Chinese medicine decoction pieces, and the examination and verification are not passed.
In the embodiment of the invention, the prescription information of the Chinese medicinal decoction pieces is checked by adopting one or more of the modes a1, a2 and a3 and by the action of similar prescriptions.
And checking the prescription information of the Chinese herbal pieces by adopting one or more of the modes b1, b2 and b3 according to the function of the medicinal materials in the Chinese herbal pieces, which are different from the similar prescription.
S103, determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription.
The audit result of the traditional Chinese medicine decoction pieces is determined by the audit result of the similar prescription and the audit result of the medicinal materials which are different from the similar prescription of the traditional Chinese medicine decoction pieces.
The audit result of the similar prescription includes that the audit is passed, and the audit result of the medicinal materials different from the similar prescription includes that the audit is passed, and the audit result of the Chinese medicinal decoction pieces includes that the audit is passed. The audit result of the similar prescription comprises that the audit is not passed, or the audit result of the medicinal materials which are different from the similar prescription comprises that the audit is not passed, and the audit result of the Chinese medicinal decoction pieces comprises that the audit is not passed.
That is, the result of the audit of the herbal pieces of chinese traditional medicine includes that the audit is not passed whether the result of the audit of the similar prescriptions includes that the audit is not passed or the result of the audit of the different herbal pieces of similar prescriptions includes that the audit is not passed, as long as one of the results of the audit is not passed.
In one embodiment of the present invention, the results of the review of similar prescriptions are determined in a variety of ways by which the prescription information of herbal pieces is reviewed. The audit result of each mode comprises that the audit is passed, and the audit result of the similar prescription comprises that the audit is passed; one way of reviewing the results includes a review failure, and then the results of reviewing similar prescriptions include a review failure.
In one embodiment of the present invention, the verification result of the herbal pieces of chinese medicine with different prescriptions is determined by various ways of verifying the prescription information of the herbal pieces of chinese medicine. The audit result of each mode comprises that the audit is passed, and the audit result of the traditional Chinese medicine decoction piece and the medicinal materials with the similar prescriptions comprises that the audit is passed; in one mode, the result of the audit comprises that the audit is not passed, and the result of the audit on the traditional Chinese medicine decoction pieces and the medicinal materials with the similar prescriptions comprises that the audit is not passed.
In the above embodiments, based on the crude drugs of the decoction pieces of traditional Chinese medicine, the similar prescription of the decoction pieces of traditional Chinese medicine and the crude drugs of the decoction pieces of traditional Chinese medicine which are different from the similar prescription are screened out; checking the prescription information of the traditional Chinese medicine decoction pieces according to the similar prescriptions and checking the prescription information of the traditional Chinese medicine decoction pieces according to the medicinal materials different from the similar prescriptions by combining a pharmacy knowledge map; and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription. The traditional Chinese medicine decoction pieces are audited from the aspects of similar prescriptions and medicinal materials of the traditional Chinese medicine decoction pieces, and further the prescription information processing efficiency can be improved.
Referring to fig. 6, fig. 6 is a schematic view of prescription information processing according to an embodiment of the present invention. The left side in fig. 6 is 10 kinds of medicinal materials included in the traditional Chinese medicine decoction pieces: prepared licorice, white peony root, ledebouriella root, fried almond, cassia twig, ephedra, schizonepeta spike, bupleurum root, gentian root and raw oyster shell. Extracting prescription information from the Chinese medicinal decoction pieces, wherein the prescription information comprises urticaria.
Adopting the technical scheme in fig. 1, screening out alternative prescriptions of the Chinese medicinal decoction pieces: guizhi Fang Feng Tang and chai Hu Ma Huang Tang. The cassia twig and ledebouriella root decoction comprises: cassia twig, white peony root, ledebouriella root and prepared licorice root. The bupleuri radix and Ephedrae decoction comprises bupleuri radix, herba Ephedrae and semen Armeniacae amarum.
The preset prescription threshold value is 0.8, the number of the overlapped medicinal materials with the Chinese medicinal decoction pieces is 2, and the prescription similarity of the alternative prescriptions is calculated. The similarity of the prescription of the cassia twig and divaricate saposhnikovia root decoction is 1, and the number of overlapped medicinal materials of the cassia twig and divaricate saposhnikovia root decoction and the Chinese medicinal decoction pieces is 4. The similarity of the prescription of the bupleurum root ephedra decoction is 1, and the number of the overlapped medicinal materials of the bupleurum root ephedra decoction and the traditional Chinese medicine decoction pieces is 3.
The similar formulations were determined to be: guizhi Fang Feng Tang and chai Hu Ma Huang Tang. The medicinal materials different from similar prescriptions include: gentian, schizonepeta spike and raw oyster.
Thus, the examination of the traditional Chinese medicine decoction pieces is decomposed into examination of two similar prescriptions and examination of the remaining three medicinal materials. The introduction of similar formulations allows for combined efficacy between drugs to enhance the understanding of herbal decoction formulations.
With continued reference to fig. 6, the right side of fig. 6 is a process for auditing similar prescriptions and for auditing herbal materials of the herbal pieces being different from the similar prescriptions.
And checking symptoms in the prescription information of the traditional Chinese medicine decoction pieces according to the applicable symptoms of the similar prescriptions by combining the pharmacy knowledge map for checking the similar prescriptions.
The main treatment of the cassia twig and divaricate saposhnikovia root decoction is suitable for treating wind evil attacking the exterior by combining with a pharmaceutical knowledge map; the symptom of urticaria is the attack of pathogenic wind on the exterior. Therefore, the examination results of the cinnamon twig and ledebouriella root decoction include passing of the examination. The main treatment of the radix bupleuri ephedra decoction is suitable for treating wind evil attacking the exterior by combining a pharmaceutical knowledge map; the symptoms of urticaria are attack of pathogenic wind on the exterior. Therefore, the examination result of the bupleurum root and ephedra decoction comprises that the examination is passed.
And (3) auditing the symptoms of diseases in the prescription information of the traditional Chinese medicine decoction pieces according to the effects of the medicinal materials different from the similar prescription by combining the pharmacy knowledge graph.
By combining with the pharmacological knowledge map, the efficacy of gentian is known to include itching relieving, and the treatment method of urticaria symptom skin pruritus includes itching relieving. The results of the examination of gentian include that the examination is passed. The efficacy of schizonepeta spike includes dispelling wind and relieving exterior syndrome, the treatment method of urticaria symptom and cutaneous pruritus includes dispelling wind and relieving exterior syndrome, and the auditing result of schizonepeta spike includes that the auditing is passed. The efficacy of raw oyster comprises softening and resolving hard mass, and the treatment method for treating urticaria symptom skin pruritus comprises softening and resolving hard mass.
The result of the audit of the similar prescription includes that the audit is passed, and the result of the audit of the herbal pieces of Chinese medicine different from the similar prescription includes that the audit is passed, and it is determined that the result of the audit of the herbal pieces of Chinese medicine in fig. 6 includes that the audit is passed.
Referring to fig. 7, fig. 7 is a schematic diagram of a main structure of a prescription information processing apparatus according to an embodiment of the present invention, the prescription information processing apparatus may implement a prescription information processing method, as shown in fig. 7, the prescription information processing apparatus specifically includes:
the screening module 701 is used for screening out similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the traditional Chinese medicine decoction pieces;
a first review module 702, configured to review prescription information of the herbal pieces according to the similar prescriptions and review prescription information of the herbal pieces according to the different herbs of the similar prescriptions in combination with a pharmacy knowledge graph, where the pharmacy knowledge graph is used to identify the prescriptions and the effects of the herbs;
a second auditing module 703 for reviewing the review results of the similar prescriptions and the review results of the different medicinal materials, and determining the auditing result of the traditional Chinese medicine decoction pieces.
In an embodiment of the present invention, the screening module 701 is specifically configured to construct alternative prescriptions of the herbal pieces based on a plurality of crude drugs of the herbal pieces;
and screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal materials in the alternative prescriptions.
In an embodiment of the present invention, the screening module 701 is specifically configured to calculate the prescription similarity of the alternative prescription according to the number of the same medicinal materials in the alternative prescription and the Chinese herbal pieces, and the number of the Chinese herbal medicines in the alternative prescription;
taking an alternative prescription with the prescription similarity larger than a preset prescription threshold as a primary prescription;
screening out similar prescriptions in the initially selected prescription based on the number of overlapping medicinal materials with the Chinese medicinal decoction pieces;
and determining medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, according to the medicinal materials in the traditional Chinese medicine decoction pieces and the medicinal materials in the similar prescriptions.
In an embodiment of the present invention, the first reviewing module 702 is specifically configured to obtain the effect of the similar prescription and the effect of the medicinal material different from the similar prescription according to the pharmaceutical knowledge graph;
inquiring a disease knowledge graph based on the prescription information of the traditional Chinese medicine decoction pieces, and determining the disease information of the traditional Chinese medicine decoction pieces;
and checking the disease information of the traditional Chinese medicine decoction pieces according to the effect of the similar prescription, and checking the disease information of the traditional Chinese medicine decoction pieces according to the effect of the medicinal materials different from the similar prescription.
In one embodiment of the invention, the effects of the similar formulations include indications and/or efficacy; the functions of the medicinal materials with different formulas include indications and/or efficacies;
the disease information includes one or more of symptoms, treatment of the disease, and treatment of the symptoms.
In an embodiment of the present invention, the second auditing module 703 is specifically configured to verify that the result of the similar prescription includes a pass, verify that the result of the review on the herbal pieces different from the similar prescription includes a pass, and determine that the result of the review on the herbal pieces includes a pass.
In an embodiment of the present invention, the screening module 701 is specifically configured to screen out a similar prescription of the decoction pieces of traditional Chinese medicine and a different herbal medicine from the similar prescription of the decoction pieces of traditional Chinese medicine based on the herbal medicine of the decoction pieces of traditional Chinese medicine and the pharmaco-knowledge map.
Fig. 8 shows an exemplary system architecture 800 of a prescription information processing method or a prescription information processing apparatus to which an embodiment of the present invention can be applied.
As shown in fig. 8, the system architecture 800 may include terminal devices 801, 802, 803, a network 804, and a server 805. The network 804 serves to provide a medium for communication links between the terminal devices 801, 802, 803 and the server 805. Network 804 may include various types of connections, such as wire, wireless communication links, or fiber optic cables, to name a few.
A user may use the terminal devices 801, 802, 803 to interact with a server 805 over a network 804 to receive or send messages or the like. The terminal devices 801, 802, 803 may have installed thereon various communication client applications, such as shopping-like applications, web browser applications, search-like applications, instant messaging tools, mailbox clients, social platform software, etc. (by way of example only).
The terminal devices 801, 802, 803 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
The server 805 may be a server that provides various services, such as a back-office management server (for example only) that supports shopping-like websites browsed by users using the terminal devices 801, 802, 803. The backend management server may analyze and perform other processing on the received data such as the product information query request, and feed back a processing result (for example, target push information, product information — just an example) to the terminal device.
It should be noted that the prescription information processing method provided by the embodiment of the present invention is generally executed by the server 805, and accordingly, the prescription information processing apparatus is generally disposed in the server 805.
It should be understood that the number of terminal devices, networks, and servers in fig. 8 are merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
Referring now to FIG. 9, shown is a block diagram of a computer system 900 suitable for use with a terminal device implementing an embodiment of the present invention. The terminal device shown in fig. 9 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 9, the computer system 900 includes a Central Processing Unit (CPU) 901 that can perform various appropriate actions and processes in accordance with a program stored in a Read Only Memory (ROM) 902 or a program loaded from a storage section 908 into a Random Access Memory (RAM) 903. In the RAM 903, various programs and data necessary for the operation of the system 900 are also stored. The CPU 901, ROM 902, and RAM 903 are connected to each other via a bus 904. An input/output (I/O) interface 905 is also connected to bus 904.
The following components are connected to the I/O interface 905: an input portion 906 including a keyboard, a mouse, and the like; an output section 907 including components such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage portion 908 including a hard disk and the like; and a communication section 909 including a network interface card such as a LAN card, a modem, or the like. The communication section 909 performs communication processing via a network such as the internet. The drive 910 is also connected to the I/O interface 905 as necessary. A removable medium 911 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 910 as necessary so that a computer program read out therefrom is mounted into the storage section 908 as necessary.
In particular, according to the embodiments of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network via the communication section 909 and/or installed from the removable medium 911. The above-described functions defined in the system of the present invention are executed when the computer program is executed by a Central Processing Unit (CPU) 901.
It should be noted that the computer readable medium shown in the present invention can be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present invention, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present invention, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, 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 or flowchart illustration, and combinations of blocks in the block diagrams 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.
The modules described in the embodiments of the present invention may be implemented by software or hardware. The described modules may also be provided in a processor, which may be described as: a processor includes a screening module, a first review module, and a second review module. The names of the modules do not limit the modules themselves in some cases, for example, the screening module can also be described as "used for screening out similar prescriptions of decoction pieces of traditional Chinese medicine and different prescriptions of the decoction pieces of traditional Chinese medicine from similar prescriptions based on the decoction pieces of traditional Chinese medicine".
As another aspect, the present invention also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be separate and not incorporated into the device. The computer readable medium carries one or more programs which, when executed by a device, cause the device to comprise:
screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the Chinese medicinal decoction pieces;
checking the prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and checking the prescription information of the Chinese medicinal decoction pieces according to the medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials;
and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription.
According to the technical scheme of the embodiment of the invention, based on the medicinal materials of the traditional Chinese medicine decoction pieces, similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials which are different from the similar prescriptions in the traditional Chinese medicine decoction pieces are screened out; checking the prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and checking the prescription information of the Chinese medicinal decoction pieces according to the medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials; and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescription and the auditing result of the medicinal materials which are different from the similar prescription. The traditional Chinese medicine decoction pieces are audited from the aspects of similar prescriptions and medicinal materials of the traditional Chinese medicine decoction pieces, and further the prescription information processing efficiency can be improved.
The above-described embodiments should not be construed as limiting the scope of the invention. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A prescription information processing method characterized by comprising:
based on the medicinal materials of the Chinese herbal pieces, screening out similar prescriptions of the Chinese herbal pieces and medicinal materials in the Chinese herbal pieces, which are different from the similar prescriptions;
checking prescription information of the Chinese medicinal decoction pieces according to the similar prescriptions and checking prescription information of the Chinese medicinal decoction pieces according to medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, wherein the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials;
and determining the auditing result of the traditional Chinese medicine decoction pieces according to the auditing result of the similar prescriptions and the auditing result of the medicinal materials which are different from the similar prescriptions.
2. The prescription information processing method of claim 1, wherein the screening of similar prescriptions of decoction pieces of Chinese herbal medicine and different prescriptions of the decoction pieces of Chinese herbal medicine based on the decoction pieces of Chinese herbal medicine comprises:
constructing alternative prescriptions of the Chinese medicinal decoction pieces based on various medicinal materials of the Chinese medicinal decoction pieces;
and screening out similar prescriptions of the Chinese medicinal decoction pieces and medicinal materials in the Chinese medicinal decoction pieces, which are different from the similar prescriptions, from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the Chinese medicinal materials in the alternative prescriptions.
3. The prescription information processing method of claim 2, wherein the step of screening out similar prescriptions of the decoction pieces of traditional Chinese medicine and different medicinal materials in the decoction pieces of traditional Chinese medicine from the alternative prescriptions according to the number of the same medicinal materials in the alternative prescriptions and the number of the medicinal materials in the alternative prescriptions comprises the steps of:
calculating the prescription similarity of the alternative prescription according to the number of the same medicinal materials in the alternative prescription and the Chinese medicinal materials in the Chinese medicinal decoction pieces and the number of the Chinese medicinal materials in the alternative prescription;
taking an alternative prescription with the prescription similarity larger than a preset prescription threshold as a primary prescription;
screening out similar prescriptions in the initially selected prescription based on the number of overlapping medicinal materials with the Chinese medicinal decoction pieces;
and determining medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, according to the medicinal materials in the traditional Chinese medicine decoction pieces and the medicinal materials in the similar prescriptions.
4. The prescription information processing method of claim 1, wherein the reviewing the prescription information of the herbal pieces-of-chinese medicine according to the similar prescriptions and the reviewing the prescription information of the herbal pieces-of-chinese medicine according to the herbal materials different from the similar prescriptions in combination with the pharmaco-knowledgeable graph comprises:
acquiring the effects of the similar prescription and the effects of the medicinal materials different from the similar prescription according to the pharmacy knowledge map;
inquiring a disease knowledge graph based on the prescription information of the traditional Chinese medicine decoction pieces, and determining the disease information of the traditional Chinese medicine decoction pieces;
and checking the disease information of the traditional Chinese medicine decoction pieces according to the effect of the similar prescription, and checking the disease information of the traditional Chinese medicine decoction pieces according to the effect of the medicinal materials different from the similar prescription.
5. The prescription information processing method of claim 4, wherein the effects of the similar prescriptions include indications and/or efficacies; the functions of the medicinal materials with different formulas include indications and/or efficacies;
the disease information includes one or more of symptoms, treatment of the disease, and treatment of the symptoms.
6. The prescription information processing method of claim 1, wherein the determining the audit result of the herbal pieces-of-chinese medical science according to the audit result of the similar prescription and the audit result of the herbal medicine different from the similar prescription comprises:
the audit result of the similar prescription comprises that the similar prescription passes, the audit result of the medicinal material which is different from the similar prescription comprises that the similar prescription passes, and the audit result of the Chinese medicinal decoction pieces is determined to comprise that the similar prescription passes.
7. The prescription information processing method of claim 1, wherein the screening of similar prescriptions of the herbal pieces-based crude drugs and crude drugs different from the similar prescriptions of the herbal pieces-based crude drugs comprises:
based on the medicinal materials of the Chinese herbal pieces and the pharmacy knowledge map, similar prescriptions of the Chinese herbal pieces and medicinal materials in the Chinese herbal pieces, which are different from the similar prescriptions, are screened out.
8. A prescription information processing apparatus characterized by comprising:
the screening module is used for screening out similar prescriptions of the traditional Chinese medicine decoction pieces and medicinal materials in the traditional Chinese medicine decoction pieces, which are different from the similar prescriptions, based on the medicinal materials of the traditional Chinese medicine decoction pieces;
the first auditing module is used for auditing prescription information of the traditional Chinese medicine decoction pieces according to the similar prescriptions and auditing prescription information of the traditional Chinese medicine decoction pieces according to medicinal materials different from the similar prescriptions by combining a pharmacy knowledge graph, and the pharmacy knowledge graph is used for identifying the prescriptions and the medicinal materials;
and the second checking module is used for determining the checking result of the traditional Chinese medicine decoction pieces according to the checking result of the similar prescription and the checking result of the medicinal materials which are different from the similar prescription.
9. A prescription information processing electronic device, comprising:
one or more processors;
a storage device to store one or more programs,
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the method recited in any of claims 1-7.
10. A computer-readable medium, on which a computer program is stored, which, when being executed by a processor, carries out the method according to any one of claims 1-7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210740471.0A CN115148325A (en) | 2022-06-28 | 2022-06-28 | Prescription information processing method, device, equipment and computer readable medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210740471.0A CN115148325A (en) | 2022-06-28 | 2022-06-28 | Prescription information processing method, device, equipment and computer readable medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN115148325A true CN115148325A (en) | 2022-10-04 |
Family
ID=83410851
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210740471.0A Pending CN115148325A (en) | 2022-06-28 | 2022-06-28 | Prescription information processing method, device, equipment and computer readable medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115148325A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116340544A (en) * | 2023-04-03 | 2023-06-27 | 浙江大学 | Visual analysis method and system for ancient Chinese medicine books based on knowledge graph |
-
2022
- 2022-06-28 CN CN202210740471.0A patent/CN115148325A/en active Pending
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116340544A (en) * | 2023-04-03 | 2023-06-27 | 浙江大学 | Visual analysis method and system for ancient Chinese medicine books based on knowledge graph |
| CN116340544B (en) * | 2023-04-03 | 2024-02-23 | 浙江大学 | Visual analysis method and system for ancient Chinese medicine books based on knowledge graph |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Zhu et al. | Chinese herbal medicine for menopausal symptoms | |
| Flower et al. | Chinese herbal medicine for endometriosis | |
| Su et al. | Publication trend, resource utilization, and impact of the US National Cancer Database: a systematic review | |
| CN109524083A (en) | Based on the rational method of medical big data monitoring adjuvant drug and Related product | |
| Zhen et al. | Traditional Chinese medicine classic herbal formula Xiaoqinglong decoction for acute exacerbation of chronic obstructive pulmonary disease: a systematic review protocol | |
| CN115148325A (en) | Prescription information processing method, device, equipment and computer readable medium | |
| Ng | Insight into the characteristics of research published in traditional, complementary, alternative, and integrative medicine journals: a bibliometric analysis | |
| Jiang et al. | Chinese medicinal herbs for acute bronchitis | |
| Zhang et al. | Chinese herbal medicine for subfertile women with polycystic ovarian syndrome | |
| CN111028909B (en) | Method, device, equipment and storage medium for processing outpatient chronic disease information | |
| Zeng et al. | Chinese herbal medicine Buyang Huanwu decoction combined with acupuncture to treat sequela of apoplexy: a meta-analysis of randomized controlled trials | |
| Dong et al. | Astragalus membranaceus (Huang Qi) for cancer-related fatigue: a protocol for systematic review and meta-analysis | |
| CN113903423A (en) | Medication scheme recommendation method, device, equipment and medium | |
| Li et al. | Effectiveness and safety of Chinese herbal medicine Xiaoyao San for the treatment of insomnia: protocol for a systematic review and meta-analysis | |
| Wang et al. | The efficacy and safety of Huangqi Guizhi Wuwu decoction for rheumatoid arthritis: A protocol for systematic review and meta-analysis | |
| Pang et al. | Different intervention strategies for preventing type 2 diabetes mellitus in China: A systematic review and network meta‐analysis of randomized controlled trials | |
| Kalejahi et al. | Big data security issues and challenges in healthcare | |
| Song et al. | Suan-Zao-Ren decoction for insomnia: a protocol for a systematic review and meta-analysis | |
| CN114446488A (en) | Traditional Chinese medicine prescription identification method and system | |
| CN115578054A (en) | Intelligent prescription auditing system and method based on artificial intelligence | |
| CN112712436A (en) | Medical data processing method, device, medium and electronic equipment | |
| Zhao et al. | Network pharmacology-based study of chinese herbal qixiong formula in treating oligoasthenospermia | |
| CN113764066A (en) | Method and device for auditing prescription data | |
| Chen et al. | Traditional Chinese medicine injections combined with antihypertensive drugs for hypertensive nephropathy: a network meta-analysis | |
| Duan et al. | A scoping review of cross-sectional studies on traditional Chinese medicine |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |