CN109509528A - Drug data processing method, device, equipment and medium based on data analysis - Google Patents
Drug data processing method, device, equipment and medium based on data analysis Download PDFInfo
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- CN109509528A CN109509528A CN201811266170.9A CN201811266170A CN109509528A CN 109509528 A CN109509528 A CN 109509528A CN 201811266170 A CN201811266170 A CN 201811266170A CN 109509528 A CN109509528 A CN 109509528A
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- 239000003814 drug Substances 0.000 title claims abstract description 645
- 229940079593 drug Drugs 0.000 title claims abstract description 155
- 238000003672 processing method Methods 0.000 title claims abstract description 17
- 238000007405 data analysis Methods 0.000 title claims abstract description 16
- 238000003860 storage Methods 0.000 claims abstract description 39
- 238000000034 method Methods 0.000 claims abstract description 19
- 230000006399 behavior Effects 0.000 claims description 78
- 238000012545 processing Methods 0.000 claims description 7
- 238000007726 management method Methods 0.000 description 214
- 238000012550 audit Methods 0.000 description 15
- 230000002159 abnormal effect Effects 0.000 description 9
- 238000010586 diagram Methods 0.000 description 6
- 238000004519 manufacturing process Methods 0.000 description 5
- 238000004590 computer program Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
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- 238000004422 calculation algorithm Methods 0.000 description 1
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- 239000002574 poison Substances 0.000 description 1
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Classifications
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
- G06Q10/0875—Itemisation or classification of parts, supplies or services, e.g. bill of materials
Abstract
The embodiment of the invention discloses a kind of drug data processing method, device, equipment and storage mediums based on data analysis, wherein method includes: that the account information of target medicine is obtained from the drug data bank of objective hospital, and the account information of the target medicine includes the quantity of account and/or the type of account；Determine that the controlled state of the target medicine, the controlled state include stock management state or outbound controlled state according to the account information of the target medicine；The management data of the target medicine are obtained from the drug data bank according to the controlled state, judge that the objective hospital with the presence or absence of the behavior of target medicine described in exception management, can automatically identify the behavior of exception management drug based on the management data.
Description
Technical field
The present invention relates to field of medical technology more particularly to a kind of drug data processing methods based on data analysis, dress
It sets, equipment and storage medium.
Background technique
With the continuous improvement of medical technology being constantly progressive with medical service level, the type of Medicines also increases year by year
It is more, Medicines are reasonably used, the treatment duration of patient can be shortened, and mitigate the slight illness of patient.But to Medicines
Unreasonable management have become cause malpractice, aggravate patient's financial burden and influence Economic Benefit of Hospital an important factor for.
Currently, hospital mainly audits the management of Medicines by manual examination and verification mode, to identify that exception management is cured
The behavior of drug is treated, in turn, reduces the probability that malpractice occurs, still, manual examination and verification mode is time-consuming, laborious.
Summary of the invention
The embodiment of the present invention provide it is a kind of based on data analysis drug data processing method, device, equipment and storage be situated between
Matter can automatically identify the behavior of exception management drug.
In a first aspect, the embodiment of the invention provides a kind of drug data processing method based on data analysis, this method
Include:
The account information of target medicine, the account information of the target medicine are obtained from the drug data bank of objective hospital
The type of quantity and/or account including account；
Determine that the controlled state of the target medicine, the controlled state include according to the account information of the target medicine
Stock management state or outbound controlled state；
The management data of the target medicine, the management are obtained from the drug data bank according to the controlled state
Data include any one of following or multinomial: the mark of the target medicine, the purchaser record information of the target medicine, the mesh
Mark outbound quantity, the outbound time of the target medicine and the quality guarantee period of the target medicine of drug；
Judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management based on the management data.
Second aspect, the embodiment of the invention provides a kind of drug data processing unit based on data analysis, the devices
Include:
Module is obtained, for obtaining the account information of target medicine, the target from the drug data bank of objective hospital
The account information of drug includes the quantity of account and/or the type of account.
Determining module determines the controlled state of the target medicine, institute for the account information according to the target medicine
Stating controlled state includes stock management state or outbound controlled state.
The acquisition module is also used to obtain the target medicine from the drug data bank according to the controlled state
Management data, the management data include any one of following or multinomial: the mark of the target medicine, the target medicine
The guarantor of purchaser record information, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine
The matter time limit.
Judgment module, for judging the objective hospital with the presence or absence of target described in exception management based on the management data
The behavior of drug.
The third aspect, the embodiment of the invention provides a kind of medical control equipment, which includes: processor, is suitable for real
Existing one or one or more instruction；And computer storage medium, the computer storage medium be stored with one or one with
Upper instruction, described one or one or more instruction be suitable for loaded by processor and execute following steps:
The account information of target medicine, the account information of the target medicine are obtained from the drug data bank of objective hospital
The type of quantity and/or account including account；
Determine that the controlled state of the target medicine, the controlled state include according to the account information of the target medicine
Stock management state or outbound controlled state；
The management data of the target medicine, the management are obtained from the drug data bank according to the controlled state
Data include any one of following or multinomial: the mark of the target medicine, the purchaser record information of the target medicine, the mesh
Mark outbound quantity, the outbound time of the target medicine and the quality guarantee period of the target medicine of drug；
Judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management based on the management data.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage medium, the computer storage medium
It is stored with one or one or more instruction, described one or one or more instruction are suitable for being loaded by processor and executing following step
It is rapid:
The account information of target medicine, the account information of the target medicine are obtained from the drug data bank of objective hospital
The type of quantity and/or account including account；
Determine that the controlled state of the target medicine, the controlled state include according to the account information of the target medicine
Stock management state or outbound controlled state；
The management data of the target medicine, the management are obtained from the drug data bank according to the controlled state
Data include any one of following or multinomial: the mark of the target medicine, the purchaser record information of the target medicine, the mesh
Mark outbound quantity, the outbound time of the target medicine and the quality guarantee period of the target medicine of drug；
Judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management based on the management data.
In the embodiment of the present invention, medical control equipment can obtain the pipe of target medicine according to the controlled state of target medicine
Data are managed, judge that objective hospital whether there is the behavior of exception management target medicine according to management data, it can be based on management number
According to the behavior for identifying exception management target medicine automatically and easily, do not need manually to examine the management of target medicine
Core can save cost, meet automation, intelligent demand that user audits drug control；And not based on target medicine
Controlled state obtains different management data, different by identifying to improve the efficiency of identification exception management target medicine behavior
The behavior of normal management objectives drug, can be effectively reduced the probability of malpractice generation.
Detailed description of the invention
Technical solution in order to illustrate the embodiments of the present invention more clearly, below will be to needed in embodiment description
Attached drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the invention, general for this field
For logical technical staff, without creative efforts, it is also possible to obtain other drawings based on these drawings.
Fig. 1 is a kind of process signal of drug data processing method based on data analysis provided in an embodiment of the present invention
Figure；
Fig. 2 be another embodiment of the present invention provides a kind of process of drug data processing method based on data analysis show
It is intended to；
Fig. 3 is a kind of structural schematic diagram of drug data processing unit provided in an embodiment of the present invention；
Fig. 4 be another embodiment of the present invention provides a kind of medical control equipment structural schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, shall fall within the protection scope of the present invention.
Present example can be executed by medical control equipment, which can refer to intelligent terminal, clothes
The equipment such as business device, computer or medical services terminal.Present example can be applied to medical monitoring scene, for example, supervising in medical treatment
It controls in scene, when needing to audit objective hospital about the management of target medicine, medical control equipment can be from target
The account information that target medicine is obtained in the drug data bank of hospital, determines the target medicine according to the account information of the target medicine
The controlled state of product, the controlled state include stock management state or outbound controlled state.When the controlled state of the target medicine
For stock management state, show that the target medicine is in binning phase, i.e. the target medicine arrives objective hospital by buying, at this moment needs
Whether the acquisition channel for auditing the target medicine is reasonable and/or whether the target medicine is put in storage in time, medical control equipment
The first kind management data of the target medicine can be obtained from drug data bank, it includes purchaser record which, which manages data,
Information, the purchaser record information include the information such as the mark of time buying, purchasing channel information and target medicine, according to this
One kind management data judges that objective hospital is unreasonable with the presence or absence of purchasing channel and/or is not put in storage target medicine in time etc. extremely
The behavior for managing the target medicine generates target medicine when the objective hospital is there are when the behavior of the exception management target medicine
Msu message, which is sent to the corresponding medical control equipment of objective hospital, the msu message is for prompting mesh
Marking hospital, there are the behaviors of exception management target medicine, in order to which objective hospital improves the management to target medicine in time, reduce
The probability that malpractice occurs.
Equally, when the controlled state of the target medicine be outbound controlled state, show that the target medicine is in the outbound stage,
I.e. the target medicine is sold by objective hospital, at this moment need to audit the target medicine whether be sold within the quality guarantee period, and/
Or, whether the outbound amount of the target medicine is reasonable etc., medical control equipment can obtain the target medicine from drug data bank
The second class manage data, second class management data include the target medicine outbound quantity, outbound time, shelf-life or mesh
The information such as the mark of drug are marked, managing data to judge that objective hospital whether there is sale according to second class is more than the shelf-life, and/
Or the unreasonable equal exception managements behavior of outbound amount is generated when the objective hospital is there are when the behavior of the exception management target medicine
The msu message is sent to the corresponding medical control equipment of objective hospital by the msu message of target medicine, which uses
In prompt objective hospital, there are the behaviors of exception management target medicine, in order to which objective hospital improves the pipe to target medicine in time
Reason reduces the probability that malpractice occurs.
It referring to Figure 1, is a kind of stream of drug data processing method based on data analysis provided in an embodiment of the present invention
The method of journey schematic diagram, the embodiment of the present invention can be executed by the above-mentioned medical control equipment referred to.In the present embodiment,
The drug data processing method based on data analysis includes the following steps.
S101, the account information that target medicine is obtained from the drug data bank of objective hospital, the account letter of target medicine
Breath includes the quantity of account and/or the title of account.
In present example, when needing the behavior to objective hospital management objectives drug to audit, medical control is set
The standby account information that target medicine can be obtained from the drug data bank of objective hospital, to determine the mesh according to account information
Mark the controlled state of drug.
In an example, there is exception management mesh in the history hospital more there are the number of exception management target medicine
The probability for marking drug is relatively large, and therefore, which can refer to the more hospital of the number of exception management target medicine,
It include that there are exception management target medicines in the black list database specifically, including black list database in medical control equipment
The information of the hospital of product, such as the mark of hospital, there are the numbers of exception management target medicine for each hospital, from blacklist really
It makes there are the hospital that the number of exception management target medicine is greater than preset times, which is in the hospital determined
Any hospital.
In another example, the more hospital of the quantity of target medicine is sold, the general of exception management target medicine occurs
Rate is relatively large, therefore the objective hospital can be a fairly large number of hospital for pointing out to sell target medicine, specifically, counting some
Each hospital in area sells the quantity of target medicine；And it determines to sell the hospital that quantity is greater than preset quantity, target doctor
Institute is any hospital in the hospital determined.
In one embodiment, the management strategy that objective hospital is directed to that the drug purchased recently is formulated may be not perfect, leads
Cause the probability of exception management target medicine larger, therefore target medicine can be the drug for referring to that objective hospital is purchased recently.Medical treatment
Management equipment obtain objective hospital a variety of drugs buying hour, according to the buying hour filter out buying hour and it is current when
Between between interval be less than prefixed time interval drug, using the drug filtered out as target medicine.
In another embodiment, drug higher for price can give patient when there are this similar drug of exception management
Biggish economic loss is brought, therefore, target medicine can refer to the higher drug of charge.The available mesh of medical control equipment
The pricing information for marking a variety of drugs of hospital filters out the drug that price is greater than default price according to pricing information, by what is filtered out
Drug is as target medicine.
In another embodiment, drug associated for medical insurance is suffered from when there is the exception management behavior to the similar drug
Person covers brush medical insurance card possibly also with exception management situation, causes to bring biggish economic loss to country, therefore, the target medicine
Product can refer to the associated drug of medical insurance, in order to carry out strict control to the similar drug.
Wherein, the account of target medicine be for record target medicine from buying to the information during sale.For example,
Record the purchaser record information, storage record information or outbound record information etc. of the target medicine.
S102, the controlled state that target medicine is determined according to the account information of target medicine, controlled state includes into depositary management
Reason state or outbound controlled state.
In the embodiment of the present invention, in order to determine the controlled state of the target medicine, medical control equipment according to account information
It can determine that the controlled state of the target medicine, controlled state include stock management state according to the account information of the target medicine
Or outbound controlled state shows that the target medicine is in storage rank when the controlled state of target medicine is stock management state
Section, the i.e. target medicine arrive objective hospital by buying, when the controlled state of target medicine is outbound controlled state, show the mesh
Mark drug is in the outbound stage, i.e. the target medicine is sold by objective hospital.
S103, the management data for obtaining target medicine from drug data bank according to controlled state, the management data include
It is any one of following or multinomial: mark, the purchaser record information of target medicine, the outbound quantity of target medicine, mesh of target medicine
Mark the outbound time of drug and the quality guarantee period of target medicine.
In the embodiment of the present invention, when the controlled state of target medicine is different, the content audited to the target medicine is different, because
This, medical control equipment can obtain the management data of target medicine according to controlled state from drug data bank, with realization pair
Target medicine in different controlled states is audited.For example, when the controlled state of target medicine is stock management state,
Medical control equipment needs the purchasing channel to target medicine and/or the information whether being put in storage in time to audit, medical control
Equipment can obtain the management data such as purchaser record information from drug data bank；When the controlled state of the target medicine is in
When the controlled state of library, medical control equipment need to audit the target medicine whether be sold within the quality guarantee period, and/or, should
Whether the outbound amount of target medicine reasonable etc., medical control equipment can the target medicine outbound quantity, the outbound time, guarantee the quality
Mark of phase or target medicine etc. manages data.
S104, judge that objective hospital whether there is the behavior of exception management target medicine based on management data.
In the embodiment of the present invention, medical control equipment can judge objective hospital with the presence or absence of storage not according to management data
In time, the purchasing channel of target medicine is unreasonable, the behavior of the outbound exception managements target medicine such as not in time, when the objective hospital
There are when the behavior of the exception management target medicine, the msu message of target medicine is generated, which is sent to target
The corresponding medical control equipment of hospital, the msu message for prompting objective hospital there are the behavior of exception management target medicine,
In order to which objective hospital improves the management to target medicine in time, the probability that malpractice occurs is reduced.
In one embodiment, when there are when the behavior of exception management target medicine, obtain objective hospital to deposit for objective hospital
The objective hospital is obtained when the number of acquisition is greater than preset times (such as 5 times) in the number of the exception management target medicine
Title, inquire the objective hospital title whether the name-matches with the hospital in black list database, when in blacklist data
The title with the name-matches of objective hospital is not inquired in library, black list database is recorded in the title of the objective hospital
In；So that next emphasis audits management of the objective hospital to drug.
In one embodiment, medical control equipment can also audit pharmacy and whether carry out unified pipe to abnormal drug
It manages, register on the books, and finance section is reported to do accounting processing in time, whether the report damage of generation is single is confirmed by pharmacy responsible person and report institute
Leader's examination & approval.Specifically, obtaining the essential information for being marked as abnormal drug in drug data bank；It is marked as described in judgement
Whether the essential information of abnormal drug matches with the essential information of the drug in financial database, when mismatching, determines not
The drug of damage is managed collectively, that is, determines the exception management behavior existed to drug.The essential information of drug includes medicine
The business men of product, the mark of drug, the date of manufacture of drug, abnormal reason, abnormal drug refer to the drug more than the shelf-life,
Or impaired drug, abnormal reason referred to more than the shelf-life, or was damaged, and had recorded in financial database a variety of abnormal
The essential information of drug and every kind of drug.
In one embodiment, when drug is special drug (such as department of anesthesia's poison anaesthetic product), the controlled state of drug is
Outbound controlled state, whether the user that medical control equipment needs to audit the special drug meets permission, specifically, the second class
Management data include target medicine mark, using the target medicine doctor identity information, according to the mark of target medicine
The first estate for obtaining the doctor using the target medicine, according to the identity information for the doctor for using the target medicine from doctor's number
Show that the doctor does not have using the mesh when the second grade is lower than the first estate according to the second grade for obtaining the doctor in library
The permission of drug is marked, determines that there are the behaviors of exception management target medicine.
In the embodiment of the present invention, medical control equipment can obtain the pipe of target medicine according to the controlled state of target medicine
Data are managed, judge that objective hospital whether there is the behavior of exception management target medicine according to management data, it can be based on management number
According to the behavior for identifying exception management target medicine automatically and easily, do not need manually to examine the management of target medicine
Core can save cost, meet automation, intelligent demand that user audits drug control；And not based on target medicine
Controlled state obtains different management data, different by identifying to improve the efficiency of identification exception management target medicine behavior
The behavior of normal management objectives drug, can be effectively reduced the probability of malpractice generation.
Fig. 2 is referred to, is a kind of flow diagram of drug data processing method provided in an embodiment of the present invention, the present invention
The method of embodiment can be executed by the above-mentioned medical control equipment referred to.In the present embodiment, drug data processing
Method includes the following steps.
S201, the account information that target medicine is obtained from the drug data bank of objective hospital, the account letter of target medicine
Breath includes the quantity of account and/or the title of account.
In the embodiment of the present invention, medical control equipment can be according to the mark of target medicine from the drug data of objective hospital
The account information of target medicine is obtained in library, the mark of the target medicine includes the coding of the title of target medicine, target medicine
Value etc..
S202, the controlled state that target medicine is determined according to the account information of target medicine, controlled state includes into depositary management
Reason state or outbound controlled state.
In one embodiment, when the type that the account information of target medicine is the account, and the type of account includes
When type of sale account, determine that the controlled state of the target medicine is outbound controlled state；When the account of the target medicine
Information is the type of the account, and when the type of the account does not include type of sale account, determines the target medicine
Controlled state is stock management state.
In order to make target medicine that there is trackability to need to establish storage type after objective hospital procurement objective drug
Account, the account of the storage type is for recording purchase records information, when purchase records includes purchasing channel information, buying
Between, buying pattern or quantity purchase etc..When the target medicine is sold, objective hospital needs to establish the account of type of sale
And/or the account of outbound type, the account of type of sale are used to record the sale information of the target medicine, sell packet and include
Sell the time, price, buyer identity information, sale amount etc., the account of outbound type is for recording outbound time, outbound quantity
And the information such as outbound reason.Medical control equipment can determine the controlled state of target medicine according to the type of account, specifically,
When the type of the account includes type of sale account, shows that the target medicine is sold, determine the pipe of the target medicine
Reason state is outbound controlled state；When the type of the account does not include type of sale account, show the target medicine not by pin
It sells, determines that the controlled state of the target medicine is stock management state.
In another embodiment, when the quantity that the account information of the target medicine is account, and the account quantity
When greater than preset quantity, determine that the controlled state of the target medicine is outbound controlled state；When the account of the target medicine
Information be account quantity, and the account quantity be less than or equal to preset quantity when, determine the management shape of the target medicine
State is stock management state.
Usually after objective hospital buys target medicine, need to establish purchase pattern account and storage class for the target medicine
Type account needs to establish type of sale account, therefore, target for the target medicine after target medicine is sold (outbound)
When drug is in different controlled states, the account quantity of the target medicine is inconsistent, and medical control equipment can be according to account
Quantity determines the controlled state of target medicine, specifically, when the account quantity for including in the account information is greater than preset quantity (such as
When preset quantity is 2), determine that the controlled state of target medicine is outbound controlled state；When the account number for including in account information
When amount is less than or equal to preset quantity, determine that the controlled state of the target medicine is stock management state.
In yet another embodiment, when the account information of target medicine includes account quantity and account type, and account
Type includes type of sale account, when account quantity is greater than preset quantity, determines that the controlled state of target medicine is outbound management
State；When the account information of target medicine includes account quantity and account type, and the type of account does not include type of sale platform
Account when account quantity is less than or equal to preset quantity, determines that the controlled state of target medicine is stock management state.
In order to improve the outbound state of identification target medicine, medical control equipment can be according to account quantity and account type
The controlled state of target medicine is determined, specifically, the account information when target medicine includes account quantity and account type, and platform
The type of account includes that type of sale account shows that the target medicine has been sold, determine mesh when account quantity is greater than preset quantity
The controlled state for marking drug is outbound controlled state；When the account information of target medicine includes account quantity and account type, and
The type of account does not include type of sale account, when account quantity is less than or equal to preset quantity, show the target medicine not by
It sells, determines that the controlled state of target medicine is stock management state；When the account information of target medicine include account quantity and
Account type, and the type of account includes that type of sale account shows the target medicine when account quantity is less than preset quantity
Account is imperfect, that is, lacks some type of account, and determining objective hospital, there are the behaviors of exception management target medicine；When target medicine
The account information of product includes account quantity and account type, and the type of account includes type of sale account, and account quantity is less than
When preset quantity, show that there are the account of redundancy (such as establishing the account of two type of sale) for the account of the target medicine, really
Setting the goal, there are the behaviors of exception management target medicine for hospital.
S203, the management data for obtaining target medicine from drug data bank according to controlled state, the management of target medicine
Data include first kind management data and the second class management data, and the first kind management data include the purchase of the target medicine
Record information is bought, the second class management data include any one of following or multinomial: the mark of the target medicine, the target medicine
Outbound quantity, the outbound time of the target medicine and the quality guarantee period of the target medicine.When the management shape of target medicine
When state is stock management state, management of the first kind management data as the target medicine is obtained from the drug data bank
Data execute step S204 according to first kind management data and judge that objective hospital whether there is the exception management row to target medicine
For；When the controlled state of the target medicine is outbound controlled state, the second class management is obtained from the drug data bank
Management data of the data as the target medicine execute step S205 according to the second class and manage whether data judge objective hospital
In the presence of the exception management behavior to target medicine.
When the controlled state of target medicine is stock management state, medical control equipment needs to audit the purchase of target medicine
Buy whether channel is reasonable, whether the purchaser record of record abnormal etc., therefore, the first kind can be obtained from the drug data bank
Management data of the data as the target medicine are managed, the first kind management data include the purchase note of the target medicine
Record information；When the controlled state of the target medicine is outbound controlled state, the second class is obtained from the drug data bank
Management data of the data as the target medicine are managed, the second class management data include any one of following or multinomial: institute
State the mark of target medicine, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine
Quality guarantee period.
S204, judge that objective hospital whether there is the behavior of exception management target medicine based on first kind management data.
The management data of first kind target medicine include purchaser record information, and step S204 includes: will be in management data
The purchaser record information of target medicine is compared with reference to purchaser record information, obtains comparison result, believes with reference to purchaser record
Breath is the purchaser record information obtained from the drug of target medicine retinue list, when comparison result indicates the purchase note of the acquisition
When recording the purchaser record information mismatch in information and the management data, determining the objective hospital, there are exception management targets
The behavior of drug.
The purchaser record information of target medicine in usual drug data bank is singly remembered according to the retinue of target medicine
Record, it is provided when the target medicine that the retinue of target medicine is singly that the supplier of the target medicine sells, therefore, medical tube
Managing equipment can obtain according to the retinue list of target medicine with reference to purchaser record information, according to reference purchaser record information and management
The purchaser record information of target medicine judges that objective hospital whether there is the behavior of exception management target medicine in data, specifically
, the drug retinue of the available target medicine of medical control equipment is single, and the drug retinue of target medicine is applied alone in record drug
The information such as title, the place of production, time buying, unit price, date of manufacture, product batch number, quantity or Shipping Address, drug retinue is single
For provided by target medicine supplier, when the single format of the retinue of target medicine is picture format, medical control equipment can be with
The purchaser record information for obtaining target medicine from retinue list by way of Text region, will be from the retinue list of target medicine
The purchaser record information of acquisition be used as refer to purchaser record information, by manage data in target medicine purchaser record information with
It is compared with reference to purchaser record information, obtains comparison result, when comparison result instruction is with reference to purchaser record information and management number
When purchaser record information in mismatches, show that objective hospital is not put in storage the purchaser record information of target medicine in time, or
The purchaser record information of the target medicine of record is wrong, and determining the objective hospital, there are the behaviors of exception management target medicine.
Purchaser record information includes in title, the place of production, unit price, date of manufacture, product batch number, quantity or the Shipping Address of target medicine
At least one of；When the purchaser record information of acquisition refers to the purchaser record information mismatch in management data: the purchase of acquisition
It is not identical or similar lower than preset threshold as the purchaser record information in management data to record information.When comparison result indicates to join
When examining purchaser record information and managing the purchaser record information matches in data, show that objective hospital remembers the purchase of target medicine
Record information is put in storage in time, and determining the objective hospital, there are the behaviors of exception management target medicine.
In another embodiment, the first kind management data of target medicine include purchaser record information, purchaser record letter
Breath includes the channel information for buying the target medicine and the mark of the target medicine；Step S204 includes: according to target medicine
The mark of product obtains the channel information of target medicine from drug knowledge base, when in the channel information and purchaser record got
When channel information mismatches, determining the objective hospital, there are the behaviors of the exception management target medicine.
Medical control equipment can obtain the channel letter of target medicine according to the mark of target medicine from drug knowledge base
Breath shows that the target medicine purchasing channel is different when the channel information in the channel information and purchaser record got mismatches
Often, or show that the target medicine is bought by informal channel, determining the objective hospital, there are the exception management targets
The behavior of drug.The channel information of purchase target medicine can refer to the purchase mode of target medicine, at least one in supplier
Kind, the mode for buying target medicine includes competitive bidding mode and non-competitive bidding mode.
S205, judge that objective hospital whether there is the behavior of exception management target medicine based on the second class management data.
In one embodiment, the second class of target medicine manages the mark and the mesh that data include the target medicine
Mark the outbound quantity of drug；Step S205 includes: to inquire use from medical database from the mark according to the target medicine
The department of the target medicine；Count the quantity that the department uses the target medicine；When the department uses the target
When difference between the quantity of drug and the outbound quantity of the target medicine in the management data is greater than preset value, determine
There are the behaviors of exception management target medicine for the objective hospital.
Medical control equipment can be inquired from medical database from the mark according to the target medicine uses the target
The department of drug, statistics department use the quantity of target medicine；When department is greater than in management data using the quantity of target medicine
Target medicine outbound quantity when, show the target medicine for recording outbound not in time, when department use target medicine quantity
When less than the outbound quantity for managing the target medicine in data, show that there may be the behaviors of abuse target medicine, when department makes
When being greater than preset value with the difference between the outbound quantity of the target medicine in the quantity and management data of target medicine, institute is determined
Stating objective hospital, there are the behaviors of exception management target medicine.
In another embodiment, the second management data of target medicine include outbound time and the guarantor of the target medicine
The matter time limit；Step S205 includes: to judge whether the outbound time of target medicine was located in the quality guarantee period of the target medicine；When
When the outbound time of the target medicine is not within the quality guarantee period of the target medicine, it is abnormal to determine that the objective hospital exists
The behavior of management objectives drug.
Medical control equipment judges whether the outbound time of target medicine is located in the quality guarantee period of target medicine, works as target
When the outbound time of drug is not within the quality guarantee period of target medicine, show to have sold the target medicine more than the quality guarantee period, really
Setting the goal, there are the behaviors of exception management target medicine for hospital.
In the embodiment of the present invention, medical control equipment can obtain the pipe of target medicine according to the controlled state of target medicine
Data are managed, judge that objective hospital whether there is the behavior of exception management target medicine according to management data, it can be based on management number
According to the behavior for identifying exception management target medicine automatically and easily, do not need manually to examine the management of target medicine
Core can save cost, meet automation, intelligent demand that user audits drug control；And not based on target medicine
Controlled state obtains different management data, different by identifying to improve the efficiency of identification exception management target medicine behavior
The behavior of normal management objectives drug, can be effectively reduced the probability of malpractice generation.
Fig. 3 is referred to, is a kind of structural schematic diagram of data processing equipment provided in an embodiment of the present invention, the present invention is implemented
The described device of example can be set in the above-mentioned medical control equipment referred to.In the present embodiment, which includes:
Module 301 is obtained, for obtaining the account information of target medicine, the mesh from the drug data bank of objective hospital
The account information for marking drug includes the quantity of account and/or the type of account.
Determining module 302 determines the controlled state of the target medicine for the account information according to the target medicine,
The controlled state includes stock management state or outbound controlled state.
The acquisition module 301, is also used to obtain the target from the drug data bank according to the controlled state
The management data of drug, the management data include any one of following or multinomial: the mark of the target medicine, the target medicine
Purchaser record information, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine of product
Quality guarantee period.
Judgment module 303, for judging the objective hospital with the presence or absence of described in exception management based on the management data
The behavior of target medicine.
Optionally, determining module 302, for working as the account information of the target medicine for the type of the account, and institute
When the type for stating account includes type of sale account, determine that the controlled state of the target medicine is outbound controlled state；Work as institute
The account information for stating target medicine is the type of the account, and when the type of the account does not include type of sale account, really
The controlled state of the fixed target medicine is stock management state；When the account information is account quantity, and account quantity is big
When preset quantity, determine that the controlled state of the target medicine is outbound controlled state；When the account information is account number
Amount, and account quantity be less than or equal to preset quantity when, determine the target medicine controlled state be stock management state；When
The account information of the target medicine includes account quantity and account type, and the type of the account includes type of sale platform
Account when the account quantity is greater than preset quantity, determines that the controlled state of the target medicine is outbound controlled state；When described
The account information of target medicine includes account quantity and account type, and the type of the account does not include type of sale account,
When the account quantity is less than or equal to preset quantity, determine that the controlled state of the target medicine is stock management state.
Optionally, obtain module 301, specifically for when the controlled state of the target medicine be stock management state when,
Management data of the first kind management data as the target medicine, the first kind management are obtained from the drug data bank
Data include the purchaser record information of the target medicine；When the controlled state of the target medicine is outbound controlled state,
Management data of the second class management data as the target medicine, the second class management are obtained from the drug data bank
Data include any one of following or multinomial: the mark of the target medicine, the outbound quantity of the target medicine, the target medicine
The outbound time of product and the quality guarantee period of the target medicine.
Optionally, the management data of the target medicine include purchaser record information, and judgment module 303, being specifically used for will
The purchaser record information of the target medicine in the management data is compared with reference to purchaser record information, is compared
As a result, the purchaser record information with reference to purchaser record information to be obtained from the drug of target medicine retinue list；When
When the comparison result indicates that the purchaser record information in the purchaser record information and the management data of the acquisition mismatches,
Determining the objective hospital, there are the behaviors of target medicine described in exception management.
Optionally, the management data of the target medicine include purchaser record information, and the purchaser record information includes purchase
Buy the channel information of the target medicine and the mark of the target medicine；Judgment module 303 is specifically used for according to the target
The mark of drug obtains the channel information of the target medicine from drug knowledge base；When the channel information and the purchase got
When buying the channel information mismatch in record, determining the objective hospital, there are the behaviors of target medicine described in exception management.
Optionally, the management data of the target medicine include the mark of the target medicine and going out for the target medicine
Library quantity；Judgment module 303, specifically for being inquired described in use from medical database from according to the mark of the target medicine
The department of target medicine；Count the quantity that the department uses the target medicine；When the department uses the target medicine
Quantity and it is described management data in the target medicine outbound quantity between difference be greater than preset value when, determine described in
There are the behaviors of target medicine described in exception management for objective hospital.
Optionally, the management data of the target medicine include the outbound time and quality guarantee period of the target medicine；Sentence
Disconnected module 303, specifically for judging whether the outbound time of the target medicine was located in the quality guarantee period of the target medicine；
When the outbound time of the target medicine is not within the quality guarantee period of the target medicine, determine that there are different for the objective hospital
Often manage the behavior of the target medicine.
In the embodiment of the present invention, medical control equipment can obtain the pipe of target medicine according to the controlled state of target medicine
Data are managed, judge that objective hospital whether there is the behavior of exception management target medicine according to management data, it can be based on management number
According to the behavior for identifying exception management target medicine automatically and easily, do not need manually to examine the management of target medicine
Core can save cost, meet automation, intelligent demand that user audits drug control；And not based on target medicine
Controlled state obtains different management data, different by identifying to improve the efficiency of identification exception management target medicine behavior
The behavior of normal management objectives drug, can be effectively reduced the probability of malpractice generation.
Fig. 4 is referred to, is a kind of structural schematic diagram of medical control equipment provided in an embodiment of the present invention, as shown in the figure
Medical control equipment in the present embodiment may include: one or more processors 401；One or more input units 402, one
A or multiple output devices 403 and memory 404.Above-mentioned processor 401, input unit 402, output device 403 and memory
404 are connected by bus 405.
Handled device 401 can be central processing unit (Central Processing Unit, CPU), and the processor is also
It can be other general processors, digital signal processor (Digital Signal Processor, DSP), dedicated integrated electricity
Road (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
Input unit 402 may include that Trackpad, fingerprint adopt sensor (for acquiring the finger print information and fingerprint of user
Directional information), microphone etc., output device 403 may include display (LCD etc.), loudspeaker etc., and output device 403 can be with
Export prompt information, the behavior that prompt information can be used for that target user is prompted to whether there is exception management target medicine.
The memory 404 may include read-only memory and random access memory, and to processor 401 provide instruction and
Data.The a part of of memory 404 can also include nonvolatile RAM, and memory 404 is calculated for storing
Machine program, the computer program include program instruction, and processor 401 is used to execute the program instruction of the storage of memory 404, with
For executing a kind of drug data processing method based on data analysis, i.e., for performing the following operations:
The account information of target medicine, the account information of the target medicine are obtained from the drug data bank of objective hospital
The type of quantity and/or account including account；
Determine that the controlled state of the target medicine, the controlled state include according to the account information of the target medicine
Stock management state or outbound controlled state；
The management data of the target medicine, the management are obtained from the drug data bank according to the controlled state
Data include any one of following or multinomial: the mark of the target medicine, the purchaser record information of the target medicine, the mesh
Mark outbound quantity, the outbound time of the target medicine and the quality guarantee period of the target medicine of drug；
Judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management based on the management data.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
When the type that the account information of the target medicine is the account, and the type of the account includes type of sale
When account, determine that the controlled state of the target medicine is outbound controlled state；When the account information of the target medicine is institute
The type of account is stated, and when the type of the account does not include type of sale account, determines the controlled state of the target medicine
For stock management state；
When the target medicine account information be account quantity, and the account quantity be greater than preset quantity when, really
The controlled state of the fixed target medicine is outbound controlled state；When the target medicine account information be account quantity,
And the account quantity be less than or equal to preset quantity when, determine the target medicine controlled state be stock management state；
When the account information of the target medicine includes account quantity and account type, and the type of the account includes pin
Type account is sold, when the account quantity is greater than preset quantity, determines that the controlled state of the target medicine is that outbound manages shape
State；When the account information of the target medicine includes account quantity and account type, and the type of the account does not include sale
Type account determines that the controlled state of the target medicine is into depositary management when the account quantity is less than or equal to preset quantity
Reason state.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
When the controlled state of the target medicine is stock management state, the first kind is obtained from the drug data bank
Management data of the data as the target medicine are managed, the first kind management data include the purchase note of the target medicine
Record information；
When the controlled state of the target medicine is outbound controlled state, the second class is obtained from the drug data bank
Management data of the data as the target medicine are managed, the second class management data include any one of following or multinomial: institute
State the mark of target medicine, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine
Quality guarantee period.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
The purchaser record information of the target medicine in the management data is compared with reference to purchaser record information
It is right, obtain comparison result, the purchase with reference to purchaser record information to obtain from the drug of target medicine retinue list
Record information；
When the purchaser record in the purchaser record information and the management data that the comparison result indicates the acquisition is believed
When breath mismatches, determining the objective hospital, there are the behaviors of target medicine described in exception management.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
The channel information of the target medicine is obtained from drug knowledge base according to the mark of the target medicine；
When the channel information in the channel information and the purchaser record got mismatches, the objective hospital is determined
There are the behaviors of target medicine described in exception management.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
The department using the target medicine is inquired from medical database from the mark according to the target medicine；
Count the quantity that the department uses the target medicine；
When the outbound of the target medicine in quantity and the management data of the department using the target medicine
When difference between quantity is greater than preset value, determining the objective hospital, there are the behaviors of target medicine described in exception management.
Optionally, processor 401 is used to execute the program instruction of the storage of memory 404, for performing the following operations:
Judge whether the outbound time of the target medicine was located in the quality guarantee period of the target medicine；
When the outbound time of the target medicine is not within the quality guarantee period of the target medicine, the target doctor is determined
There are the behaviors of target medicine described in exception management for institute.
In the embodiment of the present invention, medical control equipment can obtain the pipe of target medicine according to the controlled state of target medicine
Data are managed, judge that objective hospital whether there is the behavior of exception management target medicine according to management data, it can be based on management number
According to the behavior for identifying exception management target medicine automatically and easily, do not need manually to examine the management of target medicine
Core can save cost, meet automation, intelligent demand that user audits drug control；And not based on target medicine
Controlled state obtains different management data, different by identifying to improve the efficiency of identification exception management target medicine behavior
The behavior of normal management objectives drug, can be effectively reduced the probability of malpractice generation.
The executable present invention of processor 401 described in the embodiment of the present invention, input unit 402, output device 403 is real
Realization described in the first embodiment and second embodiment of the drug data reason method based on data analysis of example offer is provided
The implementation of medical control equipment described in the embodiment of the present invention also can be performed in mode, and details are not described herein.
It is provided in the embodiment of the present invention and has gone back a kind of computer readable storage medium, the computer readable storage medium is deposited
Computer program is contained, the computer program includes program instruction, and described program instruction realizes this hair when being executed by processor
Drug data processing method based on data analysis shown in bright Fig. 1 and Fig. 2 embodiment.
It deposits the inside that the computer readable storage medium can be medical control equipment described in aforementioned any embodiment
Storage unit, such as the hard disk or memory of control equipment.The computer readable storage medium is also possible to the control equipment
The plug-in type hard disk being equipped on External memory equipment, such as the control equipment, intelligent memory card (Smart Media Card,
SMC), secure digital (Secure Digital, SD) blocks, flash card (Flash Card) etc..Further, the computer can
Reading storage medium can also be both including the internal storage unit for controlling equipment or including External memory equipment.The computer
Readable storage medium storing program for executing is for other programs and data needed for storing the computer program and the control equipment.The meter
Calculation machine readable storage medium storing program for executing can be also used for temporarily storing the data that has exported or will export.
Those of ordinary skill in the art may be aware that list described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps, can be realized with electronic hardware, computer software, or a combination of the two, in order to clearly demonstrate hardware
With the interchangeability of software, each exemplary composition and step are generally described according to function in the above description.This
A little functions are implemented in hardware or software actually, the specific application and design constraint depending on technical solution.Specially
Industry technical staff can use different methods to achieve the described function each specific application, but this realization is not
It is considered as beyond the scope of this invention.It is apparent to those skilled in the art that for convenience of description and simple
Clean, the control equipment of foregoing description and the specific work process of unit can refer to corresponding processes in the foregoing method embodiment,
Details are not described herein.
In several embodiments provided herein, it should be understood that disclosed control device and method, Ke Yitong
Other modes are crossed to realize.For example, Installation practice described above be it is schematical, can for example, the division of the unit
Think a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can be tied
Another system is closed or is desirably integrated into, or some features can be ignored or not executed.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can readily occur in various equivalent modifications or replace
It changes, these modifications or substitutions should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with right
It is required that protection scope subject to.
Claims (10)
1. a kind of drug data processing method based on data analysis characterized by comprising
The account information of target medicine is obtained from the drug data bank of objective hospital, the account information of the target medicine includes
The quantity of account and/or the type of account；
Determine that the controlled state of the target medicine, the controlled state include storage according to the account information of the target medicine
Controlled state or outbound controlled state；
The management data of the target medicine, the management data are obtained from the drug data bank according to the controlled state
Including any one of following or multinomial: the mark of the target medicine, the purchaser record information of the target medicine, the target medicine
The quality guarantee period of the outbound quantity of product, the outbound time of the target medicine and the target medicine；
Judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management based on the management data.
2. the method according to claim 1, wherein described determine institute according to the account information of the target medicine
State the controlled state of target medicine, comprising:
When the type that the account information of the target medicine is the account, and the type of the account includes type of sale account
When, determine that the controlled state of the target medicine is outbound controlled state；When the account information of the target medicine is described
The type of account, the and when type of the account does not include type of sale account, determine the target medicine controlled state be into
Library controlled state；
When the target medicine account information be account quantity, and the quantity of the account be greater than preset quantity when, determine
The controlled state of the target medicine is outbound controlled state；When the quantity that the account information of the target medicine is account, and
When the quantity of the account is less than or equal to preset quantity, determine that the controlled state of the target medicine is stock management state；
When the account information of the target medicine includes the quantity of account and the type of account, and the type of the account includes pin
Type account is sold, when the quantity of the account is greater than preset quantity, determines that the controlled state of the target medicine is outbound management
State；When the account information of the target medicine includes the quantity of account and the type of account, and the type of the account is not wrapped
It includes type of sale account and determines the controlled state of the target medicine when quantity of the account is less than or equal to preset quantity
For stock management state.
3. method according to claim 1 or 2, which is characterized in that it is described according to the controlled state from the drug number
According to the management data for obtaining the target medicine in library, comprising:
When the controlled state of the target medicine is stock management state, first kind management is obtained from the drug data bank
Management data of the data as the target medicine, the first kind management data include the purchaser record letter of the target medicine
Breath；
When the controlled state of the target medicine is outbound controlled state, the second class management is obtained from the drug data bank
Management data of the data as the target medicine, the second class management data include any one of following or multinomial: the mesh
Mark the guarantor of the mark of drug, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine
The matter time limit.
4. according to the method described in claim 3, it is characterized in that, the management data of the target medicine are the target medicine
Purchaser record information, it is described based on the management data judge the objective hospital whether there is exception management described in target medicine
The behavior of product, comprising:
The purchaser record information of the target medicine in the management data is compared with reference to purchaser record information, is obtained
To comparison result, the purchaser record letter with reference to purchaser record information to be obtained from the drug of target medicine retinue list
Breath；
When the comparison result indicate the acquisition purchaser record information and it is described management data in purchaser record information not
When matching, determining the objective hospital, there are the behaviors of target medicine described in exception management.
5. according to the method described in claim 3, it is characterized in that, the management data of the target medicine are the target medicine
Purchaser record information, the purchaser record information includes the channel information for buying the target medicine and the target medicine
Mark；
It is described to judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management, packet based on the management data
It includes:
The channel information of the target medicine is obtained from drug knowledge base according to the mark of the target medicine；
When the channel information in the channel information and the purchaser record got mismatches, determine that the objective hospital exists
The behavior of target medicine described in exception management.
6. according to the method described in claim 3, it is characterized in that, the management data of the target medicine include the target medicine
The outbound quantity of the mark of product and the target medicine；
It is described to judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management, packet based on the management data
It includes:
The department using the target medicine is inquired from medical database from the mark according to the target medicine；
Count the quantity that the department uses the target medicine；
When the outbound quantity of the target medicine in quantity and the management data of the department using the target medicine
Between difference be greater than preset value when, determining the objective hospital, there are the behaviors of target medicine described in exception management.
7. according to the method described in claim 3, it is characterized in that, the management data of the target medicine include the target medicine
The outbound time of product and quality guarantee period；
It is described to judge the objective hospital with the presence or absence of the behavior of target medicine described in exception management, packet based on the management data
It includes:
Judge whether the outbound time of the target medicine was located in the quality guarantee period of the target medicine；
When the outbound time of the target medicine is not within the quality guarantee period of the target medicine, determine that the objective hospital is deposited
The behavior of the target medicine described in exception management.
8. a kind of drug data processing unit characterized by comprising
Module is obtained, for obtaining the account information of target medicine, the target medicine from the drug data bank of objective hospital
Account information include the quantity of account and/or the type of account；
Determining module determines the controlled state of the target medicine, the pipe for the account information according to the target medicine
Reason state includes stock management state or outbound controlled state；
The acquisition module is also used to obtain the pipe of the target medicine from the drug data bank according to the controlled state
Data are managed, the management data include any one of following or multinomial: the purchase of the mark of the target medicine, the target medicine
Record the shelf-life of information, the outbound quantity of the target medicine, the outbound time of the target medicine and the target medicine
Limit；
Judgment module, for judging the objective hospital with the presence or absence of target medicine described in exception management according to the management data
Behavior.
9. a kind of medical control equipment characterized by comprising
Processor is adapted for carrying out one or one or more instruction；And
Computer storage medium, the computer storage medium is stored with one or one or more is instructed, and described one or one
Above instructions are suitable for being loaded by the processor and being executed such as the described in any item drugs analyzed based on data of claim 1-7
Data processing method.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is stored with one or one or more refers to
It enables, described one or one or more instruction are suitable for being loaded by processor and being executed and be based on as claim 1-7 is described in any item
The drug data processing method of data analysis.
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| CN201811266170.9A CN109509528A (en) | 2018-10-27 | 2018-10-27 | Drug data processing method, device, equipment and medium based on data analysis |
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| CN110264139A (en) * | 2019-06-24 | 2019-09-20 | 重庆医药高等专科学校 | Monitor drug data bank real-time judge analysis method |
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