CN112837781B - Pharmacy management system and method based on hospital prescription information - Google Patents
Pharmacy management system and method based on hospital prescription information Download PDFInfo
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Abstract
The invention discloses a pharmacy management system and method based on hospital prescription information, wherein the system comprises: obtaining first patient information and first therapeutic drug information in the first prescription information; storing the first patient information and the first therapeutic drug information in a first block and auditing to obtain a first auditing result; if the first audit result is that the audit is passed, obtaining first prescription content information and first prescription form information; inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result; according to the first evaluation result, performing grade identification on the first prescription information, and inputting the first prescription information into a prescription information base for storage; and obtaining a first extraction prescription according to the prescription information base to complete the quality control of the prescription information. The technical problem that in the prior art, a pharmacy is not perfect in managing prescription medicines is solved.
Description
Technical Field
The invention relates to the field related to pharmacy management, in particular to a pharmacy management system and method based on hospital prescription information.
Background
The prescription is a medical document which is provided for a patient by registered medical practitioners and medical assistant physicians in the diagnosis and treatment activities, is audited, prepared and checked by medical professional technicians qualified by medical professional technical staff, and is used as a medical certificate of the patient. With the development of computers and the development of medical technologies, the types of medicines for different diseases are increasing, and at present, the information management of pharmacy becomes a main research hotspot at present based on the characteristics of improving the quality of prescription medication and providing guarantee for patients.
However, in the process of implementing the technical solution of the invention in the embodiments of the present application, the inventors of the present application find that the above-mentioned technology has at least the following technical problems:
the technical problem that a pharmacy is not perfect in managing prescription drugs in the prior art exists.
Disclosure of Invention
The pharmacy management system and method based on hospital prescription information solve the technical problem that in the prior art, pharmacy management is not perfect enough, information management processes of prescriptions are optimized, and pharmacy working efficiency is improved.
In view of the foregoing problems, embodiments of the present application provide a pharmacy management system and method based on hospital prescription information.
In a first aspect, an embodiment of the present application provides a pharmacy management system based on hospital prescription information, where the system includes: a first obtaining unit configured to obtain first prescription information; a second obtaining unit configured to obtain first patient information and first therapeutic drug information based on the first prescription information; a first storage unit for storing the first patient information and the first therapeutic drug information into a first block; a third obtaining unit, configured to perform an audit on the first block to obtain a first audit result, where the first audit result includes an audit pass and an audit fail; a fourth obtaining unit, configured to obtain first prescription content information and first prescription form information if the first review result is that the review is passed; the first input unit is used for inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result; the first identification unit is used for carrying out grade identification on the first prescription information according to the first evaluation result; the second storage unit is used for inputting the first prescription information subjected to grade identification into a prescription information base for storage; a fifth obtaining unit, configured to obtain the first extracted prescription according to the prescription information base to complete quality control of the prescription information.
In another aspect, the present application further provides a pharmacy management method based on hospital prescription information, including: obtaining first prescription information; obtaining first patient information and first therapeutic drug information according to the first prescription information; storing the first patient information and the first therapeutic drug information into a first tile; auditing the first block to obtain a first auditing result, wherein the first auditing result comprises an auditing pass and an auditing fail; if the first audit result is that the audit is passed, obtaining first prescription content information and first prescription form information; inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result; according to the first evaluation result, performing grade identification on the first prescription information; inputting the first prescription information subjected to grade identification into a prescription information base for storage; and obtaining a first extraction prescription according to the prescription information base to complete the quality control of the prescription information.
In a third aspect, the present invention provides a pharmacy management system based on hospital prescription information, comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the system of the first aspect when executing the program.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
the quality control of the prescription information is completed by adopting a mode that first patient information and first treatment medicine information in the first prescription information are obtained by disassembling the first prescription information, the two information are stored in the first block and then the first block is audited, after the audit is passed, the quality grade of the first prescription information is evaluated according to the prescription grade evaluation model, and secondary evaluation is carried out after extraction from the prescription information base, so that the informatization management flow of the prescription is optimized, and the working efficiency of a pharmacy is improved.
The foregoing description is only an overview of the technical solutions of the present application, and the present application can be implemented according to the content of the description in order to make the technical means of the present application more clearly understood, and the following detailed description of the present application is given in order to make the above and other objects, features, and advantages of the present application more clearly understandable.
Drawings
FIG. 1 is a schematic flow chart illustrating a pharmacy management method based on hospital prescription information according to an embodiment of the present application;
FIG. 2 is a schematic structural diagram of a pharmacy management system based on hospital prescription information according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of an exemplary electronic device according to an embodiment of the present application.
Description of reference numerals: a first obtaining unit 11, a second obtaining unit 12, a first storage unit 13, a third obtaining unit 14, a fourth obtaining unit 15, a first input unit 16, a first identification unit 17, a second storage unit 18, a fifth obtaining unit 19, a bus 300, a receiver 301, a processor 302, a transmitter 303, a memory 304, a bus interface 306.
Detailed Description
The pharmacy management system and method based on hospital prescription information solve the technical problem that in the prior art, pharmacy management is not perfect enough, information management processes of prescriptions are optimized, and pharmacy working efficiency is improved. Hereinafter, example embodiments according to the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are merely some embodiments of the present application and not all embodiments of the present application, and it should be understood that the present application is not limited to the example embodiments described herein.
Summary of the application
The prescription is a medical document which is provided for a patient by registered medical practitioners and medical assistant physicians in the diagnosis and treatment activities, is audited, prepared and checked by medical professional technicians qualified by medical professional technical staff, and is used as a medical certificate of the patient. With the development of computers and the development of medical technologies, the types of medicines for different diseases are more and more, and at present, the information management of a pharmacy becomes a main research hotspot at present based on the characteristics of improving the quality of prescription medication and providing guarantee for patients, but the technical problem that the management of prescription medicines in the pharmacy is not perfect exists in the prior art.
In view of the above technical problems, the technical solution provided by the present application has the following general idea:
the embodiment of the application provides a pharmacy management system based on hospital prescription information, which comprises: a first obtaining unit configured to obtain first prescription information; a second obtaining unit configured to obtain first patient information and first therapeutic drug information based on the first prescription information; a first storage unit for storing the first patient information and the first therapeutic drug information into a first block; a third obtaining unit, configured to perform an audit on the first block to obtain a first audit result, where the first audit result includes an audit pass and an audit fail; a fourth obtaining unit, configured to obtain first prescription content information and first prescription form information if the first review result is that the review is passed; the first input unit is used for inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result; the first identification unit is used for carrying out grade identification on the first prescription information according to the first evaluation result; the second storage unit is used for inputting the first prescription information subjected to grade identification into a prescription information base for storage; a fifth obtaining unit, configured to obtain the first extracted prescription according to the prescription information base to complete quality control of the prescription information.
Having thus described the general principles of the present application, various non-limiting embodiments thereof will now be described in detail with reference to the accompanying drawings.
Example one
As shown in fig. 1, an embodiment of the present application provides a pharmacy management method based on hospital prescription information, where the method includes:
step S100: obtaining first prescription information;
specifically, the prescription refers to a medical document that is issued by registered medical practitioners and medical assistant physicians during a medical treatment, is reviewed, prepared, and checked by medical professionals who acquire the eligibility of medical professional staff, and serves as a certificate for patient's medication. The prescription comprises a medical order sheet for taking medicine in the ward of the medical institution, which is the basis for the written document of the doctor for taking medicine for the patient and the medicine preparation of the medicine personnel. The first prescription information comprises three parts of prescription pre-record, prescription pre-record and prescription post-record, and provides a basis for data analysis for prescription management later by obtaining the first prescription information.
Step S200: obtaining first patient information and first therapeutic drug information according to the first prescription information;
specifically, the first patient information and the first therapeutic drug information are obtained by disassembling the first prescription information, wherein the first patient information is obtained through the antecedent of the first prescription information prescription and comprises information such as name, sex, age, date, disease diagnosis and the like of a patient, the first therapeutic drug information is obtained through the prescription text of the first prescription information and comprises information such as name, dosage form, specification, quantity, usage and the like of a drug, and the technical effect of collecting data in a targeted manner is achieved through the disassembling operation of the first prescription information.
Step S300: storing the first patient information and the first therapeutic drug information into a first tile;
specifically, the first block stores therein the first patient information and the first therapeutic drug information in the first prescription information; the second block stores second patient information and second treatment medicine information in the second prescription information, and the like, so that block storage of all prescription information is completed, wherein a block chain is distributed data storage and is essentially a decentralized database, and the block chain technology is that data are verified and stored by using a block chain type data structure, data are generated and updated by using a distributed node consensus algorithm, and data transmission and access safety is guaranteed by using a cryptography mode. Based on the characteristics of the distributed account book, blocks are prevented from being lost, and the safety of account data is guaranteed; based on the characteristics of encryption, the block has access right, so that the data security is further ensured, the information in the block is further ensured in a block storage mode through the first patient information and the first treatment medicine information, the outflow of prescription information is prevented, and the technical effects of improving the data security are achieved
Step S400: auditing the first block to obtain a first auditing result, wherein the first auditing result comprises an auditing pass and an auditing fail;
step S500: if the first audit result is that the audit is passed, obtaining first prescription content information and first prescription form information;
specifically, the first review result is a review result of the first prescription, wherein the first review result can be judged on the basis of a logistic regression model in the review process, and the prescription can be reviewed through the logistic analysis mathematical property, the training accuracy and the rapidity of the logistic regression model, wherein the review process includes the processes of content standardization in the prescription notes, standardization of the drug name, safety and effectiveness of the prescription and the like, wherein the review result of whether the prescription passes is obtained by performing the standardization review on the prescription content in the review process, and if the review passes, the information of the content and the form is obtained, so that a data basis is provided for the prescription quality evaluation later, and meanwhile, the technical effect of guaranteeing the prescription quality is further achieved.
Step S600: inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result;
specifically, the prescription level evaluation model is built based on a neural network model, has the characteristics of the neural network model, and further analyzes the first prescription content information and the first prescription form information, wherein the artificial neural network is an abstract mathematical model which is proposed and developed based on modern neuroscience and aims at reflecting the structure and the function of the human brain, the neural network is an operation model and is formed by connecting a large number of nodes (or called neurons) with each other, each node represents a specific output function called an excitation function, the connection between every two nodes represents a weighted value for a signal passing through the connection, called a weight, which is equivalent to the memory of the artificial neural network, the output of the network is expressed by a logic strategy according to the connection mode of the network, and the prescription level evaluation model built based on the neural network model can output accurate level information, therefore, the method has stronger analysis and evaluation capability and achieves the technical effect of accurately outputting evaluation results.
Step S700: according to the first evaluation result, performing grade identification on the first prescription information;
specifically, the first evaluation result is a quality grade evaluation result of the first prescription information, wherein a process of performing grade identification on the first prescription information is a process of performing identification according to an evaluated grade, and in detail, after all prescription information is subjected to grade identification, a quality control mode can be further optimized, all prescription information is subjected to hierarchical division according to a preset threshold value to realize hierarchical management of the prescription information, all prescription information can be divided according to kitchen categories and prescriptions with different quality grades in the same category can be identified, and the method is representative and can improve working efficiency.
Step S800: inputting the first prescription information subjected to grade identification into a prescription information base for storage;
step S900: and obtaining a first extraction prescription according to the prescription information base to complete the quality control of the prescription information.
Specifically, the prescription information subjected to level identification is input into a prescription information base, then prescription extraction is carried out from the prescription information base, and evaluation is carried out again, wherein extraction can be carried out according to a certain extraction rule and extraction quantity in the extraction process, the evaluation process can be carried out by establishing an evaluation table, relevant evaluation personnel carry out evaluation, and the final evaluation result is input into the evaluation table, so that unreasonable medicine in the prescription is reduced and avoided, and the technical effect of finishing quality control in a mode of monitoring the prescription information is achieved.
Further, the step S600 of the embodiment of the present application further includes that the first prescription content information and the first prescription form information are input into a prescription level evaluation model to obtain a first evaluation result:
step S610: inputting the first prescription content information and the first prescription form information into a prescription level evaluation model, wherein the prescription level evaluation model is obtained by training multiple sets of training data, and each set of training data in the multiple sets of training data comprises: the first prescription content information, first prescription form information, and identification information identifying the first prescription quality level;
step S620: obtaining a first evaluation result of the prescription level evaluation model, wherein the first evaluation result is first prescription level information;
step S630: judging whether the first prescription grade information meets a preset prescription grade threshold value or not;
step S640: and if the first prescription level information meets a preset prescription level threshold value, sending the first prescription information to the first patient.
Specifically, the prescription level evaluation model is a neural network model, namely a neural network model in machine learning, which reflects many basic characteristics of human brain functions and is a highly complex nonlinear dynamical learning system. The system can continuously perform self-training learning according to training data, wherein each set of training data in the training data comprises the first prescription content information, the first prescription form information and identification information for identifying the first prescription quality grade; the training model is continuously self-corrected, and when the output information of the training model reaches a preset accuracy rate/convergence state, the supervised learning process is ended. By carrying out data training on the training model, the training model can process input data more accurately, output identification information for identifying the first prescription quality grade is more accurate, quality evaluation is carried out on the first prescription information accurately, an identification basis is provided for carrying out grade identification later, quality grade information is obtained accurately, whether the grade is in a preset grade threshold value or not is judged, in detail, if the grade indicates that the first prescription information is accurate, the first prescription information can be sent to a patient for taking a medicine, and if the grade is not in the preset grade threshold value, the first prescription information has defects, and the technical effect of improving the accuracy of the prescription management process is achieved.
Further, in a step S400 in this embodiment of the present application, the auditing the first block to obtain a first auditing result, where the first auditing result includes that the auditing is passed and the auditing is not passed, and the method further includes:
step S410: taking the first therapeutic drug information as an abscissa;
step S420: constructing a two-dimensional rectangular coordinate system by taking the first patient information as a vertical coordinate;
step S430: constructing a logistic regression line in the two-dimensional rectangular coordinate system according to the logistic regression model to obtain a first prescription auditing model, wherein one side of the logistic regression line represents a first result, the other side of the logistic regression line represents a second result, and the first result is a result of the first prescription information auditing; the second result is the result that the first prescription information is not approved;
step S440: when the output result of the first prescription auditing model is the first result, obtaining a first statistical instruction;
step S450: according to the first statistical instruction, carrying out charging statistics on the first prescription information to obtain first charging information;
step S460: sending the first billing information to the first patient.
Specifically, the process of auditing the first prescription information may be further determined by a Logistic Regression model, and Logistic Regression analysis is performed on the first therapeutic drug information and the first patient information to obtain a Regression result indicating whether the audit is passed, where Logistic Regression is a supervised statistical learning method and is mainly used to analyze and classify samples. The logistic regression is a common method for classification tasks in machine learning, belongs to a generalized linear model, wherein one side of a logistic regression line indicates that audit is passed, and the other side indicates that audit is not passed.
Further, the embodiment of the present application further includes:
step S910: obtaining a first preset time period;
step S920: obtaining a first preset extraction rule;
step S930: obtaining a first preset extraction quantity;
step S940: according to the first preset time period, the first preset extraction rule and the first preset extraction quantity, random extraction is carried out from the prescription information base to obtain the first extraction prescription;
step S950: performing secondary evaluation on the first extraction prescription to obtain a second evaluation result;
step S960: obtaining a third evaluation result according to the first evaluation result and the second evaluation result;
step S970: and finishing the updating of the prescription information grade identification according to the third evaluation result.
Specifically, the first preset time period is a preset time interval for performing prescription secondary evaluation, and the first preset extraction rule is a rule for performing prescription extraction from the prescription information base, such as a type of extraction, a grade of extraction, and the like; the first preset extraction quantity is the quantity of the preset prescription quantity subjected to secondary evaluation, the acquisition of the first extraction prescription is further completed by further setting the evaluation frequency, the evaluation rule and the evaluation quantity, so that the second quality grade is obtained through secondary evaluation, and the third evaluation result is obtained by respectively performing weighted calculation on the second evaluation result and the first evaluation result, wherein the third evaluation result is the final quality grade, so that the grade updating is performed on the first prescription information, and the technical effect of quality control of prescription management is further enhanced.
Further, in the step S450 of this embodiment of the present application, the charging statistics is performed on the first prescription information according to the first statistical instruction, so as to obtain first charging information, and the method further includes:
step S451: obtaining first medicine name information of a first therapeutic medicine in the first prescription information;
step S452: obtaining first selling price information according to the first medicine name;
step S453: carrying out sum statistics on the first prescription medicine according to the first selling price information to obtain first medicine sum information;
step S454: obtaining first participation category information of the first patient;
step S455: calculating a first insurance-participating medicine in the first treatment medicines according to the first insurance-participating category to obtain a first reimbursement amount;
step S456: and obtaining the first charging information according to the first medicine amount information and the first reimbursement amount.
Specifically, the sales price information of the first medicine name on each platform is correspondingly obtained by obtaining all the medicine names in the first prescription information, and then the total amount is calculated according to the sales price information, the first insurance category is in the pre-record of the first prescription information and contains information of reimbursement modes, and the first insurance medicine is a medicine capable of reimbursement, so that the reimbursement amount is correspondingly calculated according to the reimbursement modes, and the difference value between the total amount and the reimbursement amount is used as charging information to be sent to the first patient, and the technical effect of providing better service quality for the patient is achieved.
Further, the embodiment of the present application further includes:
step S1010: obtaining a first disassembly instruction;
step S1020: according to the first disassembling instruction, disassembling the first prescription information to obtain a plurality of auditing information;
step S1030: establishing a first audit evaluation table according to the plurality of audit information;
step S1040: obtaining a first storage instruction;
step S1050: and storing the first review evaluation table in the first block according to the first storage instruction.
Specifically, the first disassembling instruction is an operation instruction for disassembling the first prescription information in a sub-assembly manner, so that the first prescription information is disassembled according to an auditing process, a plurality of auditing information is obtained, and an auditing evaluation table is established, wherein the first auditing evaluation table is used in a prescription evaluation stage, and the first auditing evaluation table is stored in the first block after auditing each part of the prescription information is completed, the evaluated content is further disassembled and refined, and the first quality evaluation and the second quality evaluation can be completed according to the first auditing evaluation table as an evaluation basis, so that the evaluation efficiency is improved, and the working efficiency of the pharmacy is improved
Further, the embodiment of the present application further includes:
step S4551: acquiring a preset participation protection medicine information base;
step S4552: obtaining all medicine names in the first prescription information;
step S4553: according to the preset parametrization medicine information base, traversing and searching the first treatment medicine to obtain a first traversal completion degree;
step S4554: obtaining a preset traversal completion degree;
step S4555: judging whether the first traversal completion is within a preset traversal completion threshold value or not;
step S4556: and if the first traversal completion is not within a preset traversal completion threshold, obtaining a second statistical instruction.
Specifically, the preset insured medicine information base is a medicine information base in a reimbursement range, wherein due to too many medicine types, different reimbursement modes are provided for each type, and the medicines of the type a are basically unified nationwide and can ensure the basic needs of clinical treatment. The cost of such drugs is included in the basic medical insurance fund payment scope and the cost is paid according to the basic medical insurance payment standard. The category B medicine catalog is adjusted by provinces, autonomous regions and direct municipalities according to self conditions, and the medicines are paid by workers in a certain proportion, then brought into the basic medical insurance fund payment range and paid according to the basic medical insurance payment standard. Generally, the class A medicines can enjoy full reports, the class C medicines need all self-burden fees, and the class B reports 80%, so that the calculation of the charging information is completed through counting all the medicines, wherein before calculation, the name of each medicine needs to be ensured to be determined to participate in the calculation process, the accuracy of obtaining the first charging information is further ensured through checking the medicine traversal degree, the accurate charging information is sent to the first patient, and the technical effect of improving the working efficiency of a pharmacy is further achieved.
In summary, the pharmacy management system and method based on hospital prescription information provided by the embodiment of the present application have the following technical effects:
1. the quality control of the prescription information is completed by adopting a mode that first patient information and first treatment medicine information in the first prescription information are obtained by disassembling the first prescription information, the two information are stored in the first block and then the first block is audited, after the audit is passed, the quality grade of the first prescription information is evaluated according to the prescription grade evaluation model, and secondary evaluation is carried out after extraction from the prescription information base, so that the informatization management flow of the prescription is optimized, and the working efficiency of a pharmacy is improved.
2. Because the mode that the content information and the form information of the first prescription are input into the prescription grade evaluation model and the training model outputs the quality grade of the first prescription is adopted, the quality grade information of the evaluated first prescription information is more accurate based on the characteristic that the training model can continuously optimize learning and obtain experience to process data more accurately, and the technical effect of ensuring the accuracy and the scientificity of the quality control of the first prescription information is achieved.
3. Because a mode of further judging the auditing result through the first prescription auditing model is adopted, the first prescription information is analyzed based on the logical analysis mathematical property, the training accuracy and the rapidity of the first prescription information, and the technical effect of providing an accurate and intelligent analysis basis for the follow-up prescription management and control is further achieved.
Example two
Based on the same inventive concept as the pharmacy management method based on hospital prescription information in the foregoing embodiment, the present invention further provides a pharmacy management system based on hospital prescription information, as shown in fig. 2, the system includes:
a first obtaining unit 11, wherein the first obtaining unit 11 is used for obtaining first prescription information;
a second obtaining unit 12, wherein the second obtaining unit 12 is configured to obtain first patient information and first therapeutic drug information according to the first prescription information;
a first storage unit 13, the first storage unit 13 being configured to store the first patient information and the first therapeutic drug information in a first block;
a third obtaining unit 14, where the third obtaining unit 14 is configured to perform an audit on the first block to obtain a first audit result, where the first audit result includes an audit pass and an audit fail;
a fourth obtaining unit 15, where the fourth obtaining unit 15 is configured to obtain the first prescription content information and the first prescription form information if the first review result is that the review is passed;
a first input unit 16, wherein the first input unit 16 is configured to input the first prescription content information and the first prescription form information into a prescription level evaluation model to obtain a first evaluation result;
a first identification unit 17, wherein the first identification unit 17 is configured to perform level identification on the first prescription information according to the first evaluation result;
a second storage unit 18, wherein the second storage unit 18 is used for inputting the first prescription information subjected to grade identification into a prescription information base for storage;
a fifth obtaining unit 19, where the fifth obtaining unit 19 is configured to obtain the first extracted prescription according to the prescription information base to complete quality control of the prescription information.
Further, the system further comprises:
a second input unit configured to input the first prescription content information and the first prescription form information into a prescription level evaluation model, the prescription level evaluation model being obtained by training of a plurality of sets of training data, each of the plurality of sets of training data including: the first prescription content information, first prescription form information, and identification information identifying the first prescription quality level;
a sixth obtaining unit, configured to obtain a first evaluation result of the prescription level evaluation model, where the first evaluation result is first prescription level information;
the first judgment unit is used for judging whether the first prescription grade information meets a preset prescription grade threshold value or not;
a first sending unit, configured to send the first prescription information to the first patient if the first prescription level information meets a preset prescription level threshold.
Further, the system further comprises:
a first construction unit for regarding the first therapeutic drug information as an abscissa;
a second construction unit, configured to construct a two-dimensional rectangular coordinate system with the first patient information as a vertical coordinate;
an eighth obtaining unit, configured to construct a logistic regression line in the two-dimensional rectangular coordinate system according to a logistic regression model, and obtain a first prescription audit model, where one side of the logistic regression line represents a first result, and the other side of the logistic regression line represents a second result, and the first result is a result that the first prescription information audit is passed; the second result is the result that the first prescription information is not approved;
a ninth obtaining unit, configured to obtain a first statistical instruction when an output result of the first prescription audit model is the first result;
a tenth obtaining unit, configured to perform charging statistics on the first prescription information according to the first statistical instruction, so as to obtain first charging information;
a second sending unit for sending the first charging information to the first patient.
Further, the system further comprises:
an eleventh obtaining unit configured to obtain a first preset time period;
a twelfth obtaining unit, configured to obtain a first preset extraction rule;
a thirteenth obtaining unit for obtaining a first preset drawing number;
a fourteenth obtaining unit, configured to perform random extraction from the prescription information base according to the first preset time period, the first preset extraction rule, and the first preset extraction number, so as to obtain the first extraction prescription;
a fifteenth obtaining unit, configured to perform secondary evaluation on the first extraction prescription to obtain a second evaluation result;
a sixteenth obtaining unit, configured to obtain a third evaluation result according to the first evaluation result and the second evaluation result;
and the first updating unit is used for finishing updating the prescription information grade identification according to the third evaluation result.
Further, the system further comprises:
a seventeenth obtaining unit configured to obtain first medicine name information of a first therapeutic medicine in the first prescription information;
an eighteenth obtaining unit, configured to obtain first selling price information according to the first medicine name;
a nineteenth obtaining unit, configured to perform amount statistics on the first prescription drug according to the first selling price information, and obtain first drug amount information;
a twentieth obtaining unit for obtaining first participation category information of the first patient;
a twenty-first obtaining unit, configured to calculate, according to the first entry category, a first entry pharmaceutical product in the first therapeutic pharmaceutical product, so as to obtain a first reimbursement amount;
a twenty-second obtaining unit, configured to obtain the first charging information according to the first medicine amount information and the first reimbursement amount.
Further, the system further comprises:
a twenty-third obtaining unit, configured to obtain a first decommissioning instruction;
the first establishing unit is used for disassembling the first prescription information according to the first disassembling instruction to obtain a plurality of auditing information;
a twenty-fourth obtaining unit, configured to establish a first review evaluation table according to the multiple pieces of review information;
a twenty-fifth obtaining unit to obtain a first store instruction;
a third storage unit, configured to store the first review evaluation table in the first block according to the first storage instruction.
Further, the system further comprises:
a twenty-sixth obtaining unit, configured to obtain a preset insurance-participating drug information base;
a twenty-seventh obtaining unit configured to obtain all the names of the medicines in the first prescription information;
a twenty-eighth obtaining unit, configured to perform traversal search on the first therapeutic drug according to the preset insurance-participating drug information base, and obtain a first traversal completion degree;
a twenty-ninth obtaining unit, configured to obtain a preset traversal completion degree;
a second judging unit, configured to judge whether the first traversal completion is within a preset traversal completion threshold;
a thirtieth obtaining unit, configured to obtain a second statistical instruction if the first traversal completion is not within a preset traversal completion threshold.
Various changes and specific examples of the pharmacy management method based on hospital prescription information in the first embodiment of fig. 1 are also applicable to the pharmacy management system based on hospital prescription information in the present embodiment, and through the foregoing detailed description of the pharmacy management method based on hospital prescription information, a person skilled in the art can clearly know the implementation method of the pharmacy management system based on hospital prescription information in the present embodiment, so for the brevity of the description, detailed descriptions are omitted here.
Exemplary electronic device
The electronic device of the embodiment of the present application is described below with reference to fig. 3.
Fig. 3 illustrates a schematic structural diagram of an electronic device according to an embodiment of the present application.
Based on the inventive concept of the pharmacy management method based on hospital prescription information in the foregoing embodiments, the present invention further provides a pharmacy management system based on hospital prescription information, on which a computer program is stored, which when executed by a processor implements the steps of any one of the foregoing pharmacy management methods based on hospital prescription information.
Where in fig. 3 a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. Bus interface 306 provides an interface between bus 300 and acceptor 301 and transmitter 303. The recipient 301 and the transmitter 303 may be the same element, i.e., a transceiver, providing a means for communicating with various other systems over a transmission medium.
The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.
The embodiment of the invention provides a pharmacy management method based on hospital prescription information, which comprises the following steps: obtaining first prescription information; obtaining first patient information and first therapeutic drug information according to the first prescription information; storing the first patient information and the first therapeutic drug information into a first tile; auditing the first block to obtain a first auditing result, wherein the first auditing result comprises an auditing pass and an auditing fail; if the first audit result is that the audit is passed, obtaining first prescription content information and first prescription form information; inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result; according to the first evaluation result, performing grade identification on the first prescription information; inputting the first prescription information subjected to grade identification into a prescription information base for storage; and obtaining a first extraction prescription according to the prescription information base to complete the quality control of the prescription information. The technical problem that a pharmacy is not perfect in managing prescription drugs in the prior art is solved, the information management process of optimizing the prescription is achieved, and the technical effect of improving the working efficiency of the pharmacy is achieved.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create a system for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including an instruction system which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks. While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (9)
1. A pharmacy management system based on hospital prescription information, the system comprising:
a first obtaining unit configured to obtain first prescription information;
a second obtaining unit configured to obtain first patient information and first therapeutic drug information based on the first prescription information;
a first storage unit for storing the first patient information and the first therapeutic drug information into a first block;
a third obtaining unit, configured to perform an audit on the first block to obtain a first audit result, where the first audit result includes an audit pass and an audit fail;
a fourth obtaining unit, configured to obtain first prescription content information and first prescription form information if the first review result is that the review is passed;
the first input unit is used for inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result;
the first identification unit is used for carrying out grade identification on the first prescription information according to the first evaluation result;
the second storage unit is used for inputting the first prescription information subjected to grade identification into a prescription information base for storage;
a fifth obtaining unit, configured to obtain the first extracted prescription according to the prescription information base to complete quality control of the prescription information.
2. The system of claim 1, wherein said entering the first prescription content information and the first prescription form information into a prescription level assessment model to obtain a first assessment result comprises:
a second input unit configured to input the first prescription content information and the first prescription form information into a prescription level evaluation model, the prescription level evaluation model being obtained by training of a plurality of sets of training data, each of the plurality of sets of training data including: the first prescription content information, first prescription form information, and identification information identifying a first prescription level;
a sixth obtaining unit, configured to obtain a first evaluation result of the prescription level evaluation model, where the first evaluation result is first prescription level information;
the first judgment unit is used for judging whether the first prescription grade information meets a preset prescription grade threshold value or not;
a first sending unit, configured to send the first prescription information to the first patient if the first prescription level information meets a preset prescription level threshold.
3. The system of claim 1, wherein the reviewing the first block to obtain a first review result, the first review result including a review pass and a review fail, comprises:
a first construction unit for regarding the first therapeutic drug information as an abscissa;
a second construction unit, configured to construct a two-dimensional rectangular coordinate system with the first patient information as a vertical coordinate;
an eighth obtaining unit, configured to construct a logistic regression line in the two-dimensional rectangular coordinate system according to a logistic regression model, and obtain a first prescription audit model, where one side of the logistic regression line represents a first result, and the other side of the logistic regression line represents a second result, and the first result is a result that the first prescription information audit is passed; the second result is the result that the first prescription information is not approved;
a ninth obtaining unit, configured to obtain a first statistical instruction when an output result of the first prescription audit model is the first result;
a tenth obtaining unit, configured to perform charging statistics on the first prescription information according to the first statistical instruction, so as to obtain first charging information;
a second sending unit for sending the first charging information to the first patient.
4. The system of claim 1, further comprising:
an eleventh obtaining unit configured to obtain a first preset time period;
a twelfth obtaining unit, configured to obtain a first preset extraction rule;
a thirteenth obtaining unit for obtaining a first preset drawing number;
a fourteenth obtaining unit, configured to perform random extraction from the prescription information base according to the first preset time period, the first preset extraction rule, and the first preset extraction number, so as to obtain the first extraction prescription;
a fifteenth obtaining unit, configured to perform secondary evaluation on the first extraction prescription to obtain a second evaluation result;
a sixteenth obtaining unit, configured to obtain a third evaluation result according to the first evaluation result and the second evaluation result;
and the first updating unit is used for finishing updating the prescription information grade identification according to the third evaluation result.
5. The system of claim 3, wherein said statistics of charges for said first prescription information based on said first statistical instruction to obtain first charge information comprises:
a seventeenth obtaining unit configured to obtain first medicine name information of a first therapeutic medicine in the first prescription information;
an eighteenth obtaining unit, configured to obtain first selling price information according to the first medicine name;
a nineteenth obtaining unit, configured to perform amount statistics on the first medicine according to the first selling price information, and obtain information on the amount of the first medicine;
a twentieth obtaining unit for obtaining first participation category information of the first patient;
a twenty-first obtaining unit, configured to calculate, according to the first entry category, a first entry pharmaceutical product in the first therapeutic pharmaceutical product, so as to obtain a first reimbursement amount;
a twenty-second obtaining unit, configured to obtain the first charging information according to the first medicine amount information and the first reimbursement amount.
6. The system of claim 1, further comprising:
a twenty-third obtaining unit, configured to obtain a first decommissioning instruction;
the first establishing unit is used for disassembling the first prescription information according to the first disassembling instruction to obtain a plurality of auditing information;
a twenty-fourth obtaining unit, configured to establish a first review evaluation table according to the multiple pieces of review information;
a twenty-fifth obtaining unit to obtain a first store instruction;
a third storage unit, configured to store the first review evaluation table in the first block according to the first storage instruction.
7. The system of claim 5, wherein the system further comprises:
a twenty-sixth obtaining unit, configured to obtain a preset insurance-participating drug information base;
a twenty-seventh obtaining unit configured to obtain all the names of the medicines in the first prescription information;
a twenty-eighth obtaining unit, configured to perform traversal search on the first therapeutic drug according to the preset insurance-participating drug information base, and obtain a first traversal completion degree;
a twenty-ninth obtaining unit, configured to obtain a preset traversal completion degree;
a second judging unit, configured to judge whether the first traversal completion is within a preset traversal completion threshold;
a thirtieth obtaining unit, configured to obtain a second statistical instruction if the first traversal completion is not within a preset traversal completion threshold.
8. A pharmacy management method based on hospital prescription information, wherein the method comprises:
obtaining first prescription information;
obtaining first patient information and first therapeutic drug information according to the first prescription information;
storing the first patient information and the first therapeutic drug information into a first tile;
auditing the first block to obtain a first auditing result, wherein the first auditing result comprises an auditing pass and an auditing fail;
if the first audit result is that the audit is passed, obtaining first prescription content information and first prescription form information;
inputting the first prescription content information and the first prescription form information into a prescription grade evaluation model to obtain a first evaluation result;
according to the first evaluation result, performing grade identification on the first prescription information;
inputting the first prescription information subjected to grade identification into a prescription information base for storage;
and obtaining a first extraction prescription according to the prescription information base to complete the quality control of the prescription information.
9. A hospital prescription information based pharmacy management system comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the system of any one of claims 1 to 7 when executing the program.
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107609980A (en) * | 2017-09-07 | 2018-01-19 | 平安医疗健康管理股份有限公司 | Medical data processing method, device, computer equipment and storage medium |
| CN109065115A (en) * | 2018-07-21 | 2018-12-21 | 丁腊春 | Method of completing the square outside prescription based on block chain technology |
| CN110853723A (en) * | 2019-11-24 | 2020-02-28 | 曹庆恒 | Intelligent medicine guidance method, system and equipment |
| CN110993052A (en) * | 2019-11-25 | 2020-04-10 | 银川脑心同治互联网医院有限公司 | Physician prescription circulation auditing system |
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107609980A (en) * | 2017-09-07 | 2018-01-19 | 平安医疗健康管理股份有限公司 | Medical data processing method, device, computer equipment and storage medium |
| CN109065115A (en) * | 2018-07-21 | 2018-12-21 | 丁腊春 | Method of completing the square outside prescription based on block chain technology |
| CN110853723A (en) * | 2019-11-24 | 2020-02-28 | 曹庆恒 | Intelligent medicine guidance method, system and equipment |
| CN110993052A (en) * | 2019-11-25 | 2020-04-10 | 银川脑心同治互联网医院有限公司 | Physician prescription circulation auditing system |
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