CN109036574A - Nursing planned management method, apparatus, storage medium and electronic equipment - Google Patents
Nursing planned management method, apparatus, storage medium and electronic equipment Download PDFInfo
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- CN109036574A CN109036574A CN201810736895.3A CN201810736895A CN109036574A CN 109036574 A CN109036574 A CN 109036574A CN 201810736895 A CN201810736895 A CN 201810736895A CN 109036574 A CN109036574 A CN 109036574A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
Abstract
The present invention proposes a kind of nursing planned management method, apparatus, storage medium and electronic equipment, and this method includes carrying out a structuring processing to the collected case data of institute；Treated data are matched with the training data in default knowledge base；Corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided to user；Confirmation of the user to multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein nursing rule is for assisting user to nurse.Can be realized through the invention automatically, accurately formulate nursing care plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, standardization, mitigate the workload that nursing staff formulates nursing care plan.
Description
Technical field
The present invention relates to medical treatment and nursing technical field more particularly to a kind of nursing planned management method, apparatus, storage medium
And electronic equipment.
Background technique
The nursing care plan of complete set is the guide to action for implementing effectively to nurse to object of nursing, and standard care plan should
It include: nursing diagnosis, nursing intervention, implementation, the several links of evaluation, in the related technology, the formulation of nursing care plan still has very
The professional skill of more problems, nursing staff is irregular, and nursing care plan is formulated according to the experience of nursing staff completely, causes to make
Plan validity and accuracy it is not high, nursing care plan be only paper form electronization, become a mere formality, implementation procedure is held
Row result, implementation effect are not tracked and are fed back, and affect the raising of nursing quality and the peace of patient to a certain extent
Entirely.
Summary of the invention
The present invention is directed to solve at least some of the technical problems in related technologies.
For this purpose, an object of the present invention is to provide a kind of nursing planned management method, can be realized automatically, essence
Nursing care plan is formulated quasi-ly, also, effectively promotes nursing staff and implements the normalization of nursing care plan, standardization, mitigates nursing staff's system
Determine the workload of nursing care plan.
It is another object of the present invention to propose a kind of nursing planned management device.
It is another object of the present invention to propose a kind of non-transitorycomputer readable storage medium.
It is another object of the present invention to propose a kind of computer program product.
It is another object of the present invention to propose a kind of electronic equipment.
In order to achieve the above objectives, the nursing planned management method that first aspect present invention embodiment proposes, comprising: to being adopted
The case data collected carry out structuring processing；Treated data are matched with the training data in default knowledge base；
Corresponding multiple nursing items are generated according to the result matched, and the multiple nursing items are provided to user；It rings
Confirmation of the user to the multiple nursing items is answered, and generates nursing rule corresponding with each nursing items, wherein is described
Nursing rule is nursed for assist said user.
The nursing planned management method that first aspect present invention embodiment proposes, by the collected case data of institute into
Row structuring processing matches treated data with the training data in default knowledge base, and according to matching to obtain
Result generate corresponding multiple nursing items, and multiple nursing items are provided to user, and response user to multiple shields
The confirmation of reason project, and generate nursing rule corresponding with each nursing items, wherein nursing rule is for assisting user to protect
Reason, since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data, can be realized automatic
Change ground, accurately formulate nursing care plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, standardization, mitigates shield
The workload of reason person's formulation nursing care plan.
In order to achieve the above objectives, the nursing planned management device that second aspect of the present invention embodiment proposes, comprising: structuring
Processing module, for carrying out structuring processing to the collected case data of institute；Matching module, for will treated data with
Training data in default knowledge base is matched；First generation module is corresponded to for being generated according to the result matched
Multiple nursing items, and the multiple nursing items are provided to user；Respond module, for responding the user to described
The confirmation of multiple nursing items, and generate nursing rule corresponding with each nursing items, wherein the nursing rule is for assisting
The user nurses.
The nursing planned management device that second aspect of the present invention embodiment proposes, by the collected case data of institute into
Row structuring processing matches treated data with the training data in default knowledge base, and according to matching to obtain
Result generate corresponding multiple nursing items, and multiple nursing items are provided to user, and response user to multiple shields
The confirmation of reason project, and generate nursing rule corresponding with each nursing items, wherein nursing rule is for assisting user to protect
Reason, since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data, can be realized automatic
Change ground, accurately formulate nursing care plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, standardization, mitigates shield
The workload of reason person's formulation nursing care plan.
In order to achieve the above objectives, the non-transitorycomputer readable storage medium that third aspect present invention embodiment proposes,
When the instruction in the storage medium is performed by the processor of mobile terminal, so that mobile terminal is able to carry out a kind of nursing
Plan management method, which comprises structuring processing is carried out to the collected case data of institute；Will treated data with
Training data in default knowledge base is matched；Corresponding multiple nursing items are generated according to the result matched, and
The multiple nursing items are provided to user；Respond confirmation of the user to the multiple nursing items, and generate with it is each
The corresponding nursing rule of nursing items, wherein the nursing rule is nursed for assist said user.
The non-transitorycomputer readable storage medium that third aspect present invention embodiment proposes, by collected to institute
Case data carry out structuring processing, and treated data are matched with the training data in default knowledge base, and according to
The result matched generates corresponding multiple nursing items, and multiple nursing items is provided to user, and response is used
Confirmation of the family to multiple nursing items, and generate nursing rule corresponding with each nursing items, wherein nursing rule is for assisting
User nurses, since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data, energy
It is enough realize automatically, accurately formulate nursing care plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, mark
Standardization mitigates the workload that nursing staff formulates nursing care plan.
In order to achieve the above objectives, the computer program product that fourth aspect present invention embodiment proposes, when the computer
When instruction in program product is executed by processor, a kind of nursing planned management method is executed, which comprises to being acquired
The case data arrived carry out structuring processing；Treated data are matched with the training data in default knowledge base；Root
Corresponding multiple nursing items are generated according to the result matched, and the multiple nursing items are provided to user；Response
Confirmation of the user to the multiple nursing items, and generate nursing rule corresponding with each nursing items, wherein the shield
Reason rule is nursed for assist said user.
The computer program product that fourth aspect present invention embodiment proposes, by being carried out to the collected case data of institute
Structuring processing matches treated data with the training data in default knowledge base, and according to matching
As a result corresponding multiple nursing items are generated, and multiple nursing items are provided to user, and response user to multiple nursing
The confirmation of project, and generate nursing rule corresponding with each nursing items, wherein nursing rule is for assisting user to protect
Reason, since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data, can be realized automatic
Change ground, accurately formulate nursing care plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, standardization, mitigates shield
The workload of reason person's formulation nursing care plan.
To solve the above-mentioned problems, fifth aspect present invention also proposes a kind of electronic equipment, the electronic equipment include shell,
Processor, memory, circuit board and power circuit, wherein the circuit board is placed in the space interior that the shell surrounds, institute
It states processor and the memory is arranged on the circuit board；The power circuit, for for each of the electronic equipment
Circuit or device power supply；The memory is for storing executable program code；Wherein, the processor described in reading by depositing
The executable program code stored in reservoir runs program corresponding with the executable program code, for executing: right
The collected case data of institute carry out structuring processing；Training data in treated data and default knowledge base is carried out
Match；Corresponding multiple nursing items are generated according to the result matched, and the multiple nursing items are provided to user；
Confirmation of the user to the multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein institute
Nursing rule is stated to be nursed for assist said user.
The electronic equipment that fifth aspect present invention embodiment proposes, by carrying out structuring to the collected case data of institute
Treated data are matched with the training data in default knowledge base, and are given birth to according to the result matched by processing
User, and response user are provided to multiple nursing items at corresponding multiple nursing items, and by multiple nursing items
Confirmation, and generate nursing rule corresponding with each nursing items, wherein nursing is regular for assisting user to nurse, due to
Default knowledge base be according to generated to the nursing historical record of magnanimity case data, therefore, can be realized automatically, essence
Nursing care plan is formulated quasi-ly, also, effectively promotes nursing staff and implements the normalization of nursing care plan, standardization, mitigates nursing staff's system
Determine the workload of nursing care plan.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partially become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is the flow diagram for the nursing planned management method that one embodiment of the invention proposes；
Fig. 2 is the flow diagram for the nursing planned management method that another embodiment of the present invention proposes；
Fig. 3 is the flow diagram for the nursing planned management method that another embodiment of the present invention proposes；
Fig. 4 is the structural schematic diagram for the nursing planned management device that one embodiment of the invention proposes；
Fig. 5 is the structural schematic diagram for the nursing planned management device that another embodiment of the present invention proposes.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and for explaining only the invention, and is not considered as limiting the invention.On the contrary, this
The embodiment of invention includes all changes fallen within the scope of the spiritual and intension of attached claims, modification and is equal
Object.
Fig. 1 is the flow diagram for the nursing planned management method that one embodiment of the invention proposes.
The present embodiment is configured as illustrating in nursing planned management device in nursing planned management method.
Nursing planned management method can be configured in nursing planned management device in the present embodiment, nursing planned management
Device can be set in the server, or also can be set in the electronic device, the embodiment of the present invention to this with no restriction.
The present embodiment is by taking nursing planned management method is configured in the electronic device as an example.
Wherein, electronic equipment is, for example, PC (Personal Computer, PC), and cloud device or movement are set
It is standby, mobile device such as smart phone or tablet computer etc..
It should be noted that the executing subject of the embodiment of the present invention, can be, for example, server or electronics on hardware
Central processing unit (Central Processing Unit, CPU) in equipment, on software can be, for example, server or
Relevant background service in electronic equipment, with no restriction to this.
The nursing care plan of complete set is the guide to action for implementing effectively to nurse to object of nursing, and standard care plan should
It include: nursing diagnosis, nursing intervention, implementation, the several links of evaluation, in the related technology, the formulation of nursing care plan still has very
The professional skill of more problems, nursing staff is irregular, and nursing care plan is formulated according to the experience of nursing staff completely, causes to make
Plan validity and accuracy it is not high, nursing care plan be only paper form electronization, become a mere formality, implementation procedure is held
Row result, implementation effect are not tracked and are fed back, and affect the raising of nursing quality and the peace of patient to a certain extent
Entirely.
In order to solve the above-mentioned technical problem, the embodiment of the present invention provides a kind of nursing planned management method, by being adopted
The case data that collect carry out structuring processing, and treated data are matched with the training data in default knowledge base,
And corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided to user, and
Confirmation of the user to multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein nursing rule is used
It is nursed in auxiliary user, since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data,
Therefore, can be realized automatically, accurately formulate nursing care plan, also, effectively promote the rule that nursing staff implements nursing care plan
Plasticity, standardization mitigate the workload that nursing staff formulates nursing care plan.
Referring to Fig. 1, this method comprises:
S101: structuring processing is carried out to the collected case data of institute.
The embodiment of the present invention can analyze and be acquired when executing to institute's collected case data progress structuring processing
Case label belonging to the case data arrived and as the first case label；By the collected case data of institute, it is based on each first
Case label is classified, and case data corresponding to each first case label and each first case label are obtained；By first
Case label and corresponding case data are as treated data.
Case label therein is according to set by history nursing experiences, and each case label indicates a kind of case data
Classification.
History nursing experiences therein can be specifically from following on the basis of the nursing experiences of caregiver and scientific documents
It is obtained in card evidence, with no restriction to this.
In the embodiment of the present invention, by carrying out structuring processing to the collected case data of institute, so that subsequent preset is known
The case data can automatically be identified by knowing library, by analysis case label and conduct belonging to collected case data
First case label classifies the collected case data of institute, so that various forms of diseases based on each first case label
Number of cases has the entrance of a standard according to corresponding default knowledge base, convenient for the processing and inquiry of follow-up data, and knows convenient for default
Know library and matches corresponding multiple nursing items based on various forms of case data.
In the embodiment of the present invention, display interface can also be provided, display treated the data in the display interface, aobvious
When data of showing that treated, display can also be corresponded to treated the case label of data, the volume of case label can also be provided
Volume interface, user such as can be added to case label according to actual use demand, delete, modify at edit operations, the Neng Gouyou
Effect avoids no corresponding case label, can increase case label by manual type at this time, increased case label can be with
It saves, can be used when occurring the situation next time, after case label determines, can trigger treated data and default
Training data in knowledge base is matched.
S102: treated data are matched with the training data in default knowledge base.
Default knowledge base therein pre-establishes.
The embodiment of the present invention is during specific execute, according to the difference of actual care scene, various forms of cases
Data may have different significance levels, therefore, the embodiment of the present invention can also to the collected case data of institute into
While row structuring is handled, according to actual care demand, for treated data distribute priority level, and by the priority level
As precedence information.
Optionally, treated data are matched with the training data in default knowledge base, comprising: after determining processing
Data precedence information；It, will be in treated data and default knowledge base according to precedence information order from high to low
Training data matched.
Based on above-mentioned, data that treated include the first case label, and the case load of corresponding first case label
According to, in the embodiment of the present invention, the first case label that precedence information can be corresponding with each first case label, different
It, can be using each precedence information as the additional mark of corresponding first case label with different or identical precedence information
Remember capable record into, it is subsequent that the additional marking can be read directly with the precedence information for the data that determine that treated.
In the embodiment of the present invention, by the precedence information for determining treated data；According to precedence information by height to
Low order matches treated data with the training data in default knowledge base, due to the place of different nursing care object
The priority level of data after reason is not identical, therefore, the nursing items of various combination can be matched for different nursing care object,
So that the nursing items that automation generates are more targeted, it can satisfy the individual nursing demand of different nursing care object, mention
Rise user experience degree.
Optionally, referring to fig. 2, before S101, default knowledge base is established in the following manner:
S201: configuring multiple case labels in initial knowledge library, and each case label indicates a kind of case data category.
Initial knowledge library therein can pre-establish, and a required initial knowledge base be modeled, wherein initially
It mainly include according to some case labels set by history nursing experiences in knowledge base.
S202: acquisition magnanimity case data determine the corresponding case label of each case data in magnanimity case data.
Magnanimity case data therein are case data relevant in history nursing process, are carried out to magnanimity case data
Classification, determines the corresponding case label of each case data in magnanimity case data.
S203: it according to history nursing experiences, generates and the associated nursing items of each case label and nursing rule.
S204: each case label and the associated nursing items of each label and nursing rule as training data and are added
It adds in initial knowledge library, to establish default knowledge base.
In the embodiment of the present invention, edition interface can also be provided for nursing staff, passes through the editor for default knowledge base
Interface, nursing staff can also trigger manually to each case label and the associated nursing items of each label and nursing rule into
Row amendment and supplement, provide manual intervention entrance with this, and default knowledge base can be constantly improved from another dimension, so that
Subsequent matching is more accurate.
S103: corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided
To user.
The embodiment of the present invention, can be by the first case included by treated data during specifically carrying out matched
Label, and the case data of corresponding first case label, are matched with each case label in default knowledge base, then,
It regard the matched associated nursing items of case label and nursing rule as corresponding multiple nursing items, and by multiple nursing items
Mesh is provided to user.
S104: confirmation of the response user to multiple nursing items, and nursing rule corresponding with each nursing items is generated,
In, nursing rule is for assisting user to nurse.
The embodiment of the present invention is corresponding more being generated according to the result matched during specifically carrying out matched
A nursing items, and multiple nursing items are provided to user, with support user be based on actual care demand to nursing items into
Row confirmation.
The embodiment of the present invention is during specific execute, can also be according to during knowledge base is preset in above-mentioned foundation
It is the regular configuration preference level weight information of the associated nursing of above-mentioned each label according to history nursing experiences, is generating and each nursing item
When the corresponding nursing of mesh is regular, nursing rule corresponding with each nursing items can be generated with reference to priority weighting information, it can
Most suitable nursing rule is provided to user, so that the better effect that auxiliary user is nursed.
For example, user can confirm part nursing items by way of choosing from multiple nursing items.
Optionally, in some embodiments, referring to Fig. 3, this method can also include:
S301: the corresponding nursing rule of each nursing items is provided to user.
S302: during user executes each nursing items according to nursing rule, user is acquired in real time to each nursing
The executive condition of project.
S303: executive condition is examined based on default examination rule.
The embodiment of the present invention during specific execute, can also according to actual care experience it is regular to default examination into
Row configuration, enables the generation of the result of appraisal to rely on actual care experience, can effectively ensure that examination precision, guarantee to examine
The objectivity and fairness of core.
S304: the result of appraisal corresponding with each nursing items are generated, and the corresponding result of appraisal are provided to user.
In the embodiment of the present invention, after nursing items output, confirmation of the nursing staff to nursing items is responded, by confirmation
Afterwards, can also the nursing implementation procedure to nursing staff be monitored, executed in nursing staff according to the nursing items that are confirmed
It, can be with the time point that each nursing items of typing execute alternatively, executive condition can be then based on during nursing task
Default examination rule examines executive condition, generates the result of appraisal corresponding with each nursing items, and by corresponding examination
As a result it is provided to user.
In addition, in the embodiment of the present invention, it can also be in task implementation procedure, at some time point or index has reached
Arrive, but when nursing staff does not carry out corresponding nursing items, can provide prompt in systems, including but not limited to pop-up, disappear
The modes such as breath, at the same time it can also provide prompt by wechat, App and the short message even form of phone.
The embodiment of the present invention by above-mentioned, enable to nursing user can in real time, fast check nursing intervention execute into
Item is spent, and situation is reached according to implementing result automatic feedback target, task execution prompting is provided, task energy is looked after in guarantee
It is enough to execute in time.
It, will treated data and pre- by carrying out a structuring processing to the collected case data of institute in the present embodiment
If the training data in knowledge base is matched, and generates corresponding multiple nursing items according to the result matched, and
Multiple nursing items are provided to user, and confirmation of the response user to multiple nursing items, and are generated and each nursing items
Corresponding nursing rule, wherein nursing rule is for assisting user to nurse, since default knowledge base is according to magnanimity disease
The nursing historical record of number of cases evidence is generated, therefore, can be realized automatically, accurately formulate nursing care plan, also, have
Effect promotes nursing staff and implements the normalization of nursing care plan, standardization, mitigates the workload that nursing staff formulates nursing care plan.
Fig. 4 is the structural schematic diagram for the nursing planned management device that one embodiment of the invention proposes.
Referring to fig. 4, which includes:
Structuring processing module 401, for carrying out structuring processing to the collected case data of institute.
Matching module 402, for matching treated data with the training data in default knowledge base.
First generation module 403, for generating corresponding multiple nursing items according to the result matched, and will be more
A nursing items are provided to user.
Respond module 404 for responding confirmation of the user to multiple nursing items, and generates corresponding with each nursing items
Nursing rule, wherein nursing rule is for assisting user to nurse.
Optionally, in some embodiments, referring to Fig. 5, further includes:
Module 405 is provided, for the corresponding nursing rule of each nursing items to be provided to user.
Acquisition module 406, for during user executes each nursing items according to nursing rule, acquisition to be used in real time
Executive condition of the family to each nursing items.
Evaluation module 407, for being examined based on default examination rule to executive condition.
Second generation module 408, for generating corresponding with each nursing items result of appraisal, and by the corresponding result of appraisal
It is provided to user.
Module 409 is established, for configuring multiple case labels in initial knowledge library, each case label indicates a kind of disease
Example data category；Magnanimity case data are acquired, determine the corresponding case label of each case data in magnanimity case data；Root
According to history nursing experiences, generate and the associated nursing items of each case label and nursing rule；By each case label, and it is each
The associated nursing items of label and nursing rule as training data and are added in initial knowledge library, to establish default knowledge
Library.
Optionally, in some embodiments, structuring processing module 401 is specifically used for:
Analysis case label belonging to collected case data and as the first case label；
By the collected case data of institute, is classified based on each first case label, obtain each first case label, with
And case data corresponding to each first case label；
Using the first case label and corresponding case data as treated data.
Optionally, in some embodiments, the first generation module 403 is used for:
By in default knowledge base, and case label corresponding to each first case label, associated nursing items as pair
The multiple nursing items answered；
Respond module 404, is used for:
By in corresponding multiple nursing items, nursing rule included by each nursing items is as each nursing item generated
The corresponding nursing rule of mesh.
Optionally, in some embodiments, matching module 402 is specifically used for:
Determine the precedence information of treated data；
According to precedence information order from high to low, by the training data in treated data and default knowledge base into
Row matching.
It should be noted that the explanation in earlier figures 1- Fig. 3 embodiment to nursing planned management embodiment of the method
Suitable for the nursing planned management device 400 of the embodiment, realization principle is similar, and details are not described herein again.
The division of modules is only used for for example, in other embodiments in above-mentioned nursing planned management device 400,
Nursing planned management device can be divided into as required to different modules, to complete the whole of above-mentioned nursing planned management device
Or partial function.
It, will treated data and pre- by carrying out a structuring processing to the collected case data of institute in the present embodiment
If the training data in knowledge base is matched, and generates corresponding multiple nursing items according to the result matched, and
Multiple nursing items are provided to user, and confirmation of the response user to multiple nursing items, and are generated and each nursing items
Corresponding nursing rule, wherein nursing rule is for assisting user to nurse, since default knowledge base is according to magnanimity disease
The nursing historical record of number of cases evidence is generated, therefore, can be realized automatically, accurately formulate nursing care plan, also, have
Effect promotes nursing staff and implements the normalization of nursing care plan, standardization, mitigates the workload that nursing staff formulates nursing care plan.
In order to realize above-described embodiment, the present invention also proposes a kind of electronic equipment, including shell, processor, memory, electricity
Road plate and power circuit, wherein circuit board is placed in the space interior that shell surrounds, and processor and memory are arranged in circuit board
On；Power circuit, for each circuit or the device power supply for electronic equipment；Memory is for storing executable program code；
Wherein, processor runs journey corresponding with executable program code by reading the executable program code stored in memory
Sequence, for executing:
Structuring processing is carried out to the collected case data of institute；
Treated data are matched with the training data in default knowledge base；
Corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided to use
Family；
Confirmation of the user to multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein shield
Reason rule is for assisting user to nurse.
Electronic equipment in the present embodiment, by carrying out structuring processing to the collected case data of institute, after processing
Data matched with the training data in default knowledge base, and corresponding multiple shields are generated according to the result that matches
Reason project, and multiple nursing items are provided to user, and confirmation of the response user to multiple nursing items, and generate with it is each
The corresponding nursing rule of nursing items, wherein nursing rule is for assisting user to nurse, since default knowledge base is foundation
It is generated to the nursing historical record of magnanimity case data, therefore, it can be realized and automatically, accurately formulate nursing meter
It draws, also, effectively promotes nursing staff and implement the normalization of nursing care plan, standardization, mitigate the work that nursing staff formulates nursing care plan
It measures.
In order to realize above-described embodiment, the present invention also proposes a kind of non-transitorycomputer readable storage medium, works as storage
When instruction in medium is executed by the processor of terminal, enable the terminal to execute a kind of nursing planned management method, method packet
It includes:
Structuring processing is carried out to the collected case data of institute；
Treated data are matched with the training data in default knowledge base；
Corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided to use
Family；
Confirmation of the user to multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein shield
Reason rule is for assisting user to nurse.
Non-transitorycomputer readable storage medium in the present embodiment, by being tied to the collected case data of institute
Structureization processing matches treated data with the training data in default knowledge base, and according to the knot matched
Fruit generates corresponding multiple nursing items, and multiple nursing items are provided to user, and response user to multiple nursing items
Purpose confirmation, and generate nursing rule corresponding with each nursing items, wherein nursing is regular for assisting user to nurse,
Since default knowledge base is that foundation is generated to the nursing historical record of magnanimity case data, it can be realized automation
Nursing care plan is accurately formulated on ground, also, is effectively promoted nursing staff and implemented the normalization of nursing care plan, standardization, and nursing is mitigated
Member formulates the workload of nursing care plan.
In order to realize above-described embodiment, the present invention also proposes a kind of computer program product, when in computer program product
Instruction when being executed by processor, execute a kind of nursing planned management method, method includes:
Structuring processing is carried out to the collected case data of institute；
Treated data are matched with the training data in default knowledge base；
Corresponding multiple nursing items are generated according to the result matched, and multiple nursing items are provided to use
Family；
Confirmation of the user to multiple nursing items is responded, and generates nursing rule corresponding with each nursing items, wherein shield
Reason rule is for assisting user to nurse.
Computer program product in the present embodiment will by carrying out structuring processing to the collected case data of institute
Data that treated are matched with the training data in default knowledge base, and corresponding according to the result generation matched
Multiple nursing items, and multiple nursing items are provided to user, and confirmation of the response user to multiple nursing items, and raw
At nursing rule corresponding with each nursing items, wherein nursing rule is for assisting user to nurse, due to presetting knowledge base
Be according to generated to the nursing historical record of magnanimity case data, therefore, can be realized automatically, accurately formulate shield
Reason plan, also, effectively promote nursing staff and implement the normalization of nursing care plan, standardization, mitigate nursing staff and formulates nursing care plan
Workload.
It should be noted that in the description of the present invention, term " first ", " second " etc. are used for description purposes only, without
It can be interpreted as indication or suggestion relative importance.In addition, in the description of the present invention, unless otherwise indicated, the meaning of " multiple "
It is two or more.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiment or examples in can be combined in any suitable manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, modifies, replacement and variant.
Claims (10)
1. a kind of nursing planned management method, which comprises the following steps:
Structuring processing is carried out to the collected case data of institute；
Treated data are matched with the training data in default knowledge base；
Corresponding multiple nursing items are generated according to the result matched, and the multiple nursing items are provided to use
Family；
Confirmation of the user to the multiple nursing items is responded, and generates nursing rule corresponding with each nursing items,
In, the nursing rule is nursed for assist said user.
2. nursing planned management method as described in claim 1, which is characterized in that corresponding with each nursing items in the generation
Nursing rule after, the method also includes:
The corresponding nursing rule of each nursing items is provided to the user；
During the user executes each nursing items according to the nursing rule, the user couple is acquired in real time
The executive condition of each nursing items；
The executive condition is examined based on default examination rule；
The result of appraisal corresponding with each nursing items are generated, and the corresponding result of appraisal are provided to the user.
3. nursing planned management method as described in claim 1, which is characterized in that described to the collected case data of institute
Before carrying out structuring processing, the method also includes:
Multiple case labels are configured in initial knowledge library, each case label indicates a kind of case data category；
Magnanimity case data are acquired, determine the corresponding case label of each case data in the magnanimity case data；
According to history nursing experiences, generate and the associated nursing items of each case label and nursing rule；
Simultaneously as the training data by each case label and the associated nursing items of each label and nursing rule
It is added in the initial knowledge library, to establish the default knowledge base.
4. nursing planned management method as claimed in claim 3, which is characterized in that it is described to the collected case data of institute into
Row structuring processing, comprising:
Analyze case label belonging to described the collected case data and as the first case label；
By the collected case data of institute, is classified based on each first case label, obtain each first case label, with
And case data corresponding to each first case label；
Using the first case label and the corresponding case data treated as described in data.
5. nursing planned management method as claimed in claim 4, which is characterized in that described raw according to the result matched
At corresponding multiple nursing items, comprising:
By in the default knowledge base, with case label corresponding to each first case label, associated nursing items are made
For corresponding multiple nursing items；
It is described to generate nursing rule corresponding with each nursing items, comprising:
By in corresponding multiple nursing items, nursing rule included by each nursing items is as each nursing item generated
The corresponding nursing rule of mesh.
6. nursing planned management method as described in any one in claim 1-5, which is characterized in that it is described will treated data
It is matched with the training data in default knowledge base, comprising:
The precedence information for data that treated described in determining；
According to the order of the precedence information from high to low, by the instruction in treated the data and the default knowledge base
Practice data to be matched.
7. nursing planned management method as claimed in claim 2, which is characterized in that described to the collected case data of institute
Before carrying out structuring processing, the method also includes:
The default examination rule is configured according to actual care experience.
8. a kind of nursing planned management device characterized by comprising
Structuring processing module, for carrying out structuring processing to the collected case data of institute；
Matching module, for matching treated data with the training data in default knowledge base；
First generation module, for generating corresponding multiple nursing items according to the result matched, and will be the multiple
Nursing items are provided to user；
Respond module for responding confirmation of the user to the multiple nursing items, and generates corresponding with each nursing items
Nursing rule, wherein nursing rule is used for assist said user and is nursed.
9. a kind of non-transitorycomputer readable storage medium, is stored thereon with computer program, which is characterized in that the program quilt
Such as nursing planned management method of any of claims 1-7 is realized when processor executes.
10. a kind of electronic equipment, including shell, processor, memory, circuit board and power circuit, wherein the circuit board peace
The space interior surrounded in the shell is set, the processor and the memory are arranged on the circuit board；The power supply
Circuit, for each circuit or the device power supply for the electronic equipment；The memory is for storing executable program code；
Wherein, the processor is run and the executable program by reading the executable program code stored in the memory
The corresponding program of code, for executing such as nursing planned management method of any of claims 1-7.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810736895.3A CN109036574A (en) | 2018-07-06 | 2018-07-06 | Nursing planned management method, apparatus, storage medium and electronic equipment |
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| CN201810736895.3A CN109036574A (en) | 2018-07-06 | 2018-07-06 | Nursing planned management method, apparatus, storage medium and electronic equipment |
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| CN111354449A (en) * | 2020-02-27 | 2020-06-30 | 平安医疗健康管理股份有限公司 | Long-term care strategy distribution method and device, computer equipment and storage medium |
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| CN112489810A (en) * | 2020-12-31 | 2021-03-12 | 广州云博互联网技术有限公司 | Data processing method, system, server and medium based on intelligent medical treatment |
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Application publication date: 20181218 |