CN108427917A - A kind of smart electronics pain scores system and methods of marking - Google Patents
A kind of smart electronics pain scores system and methods of marking Download PDFInfo
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- CN108427917A CN108427917A CN201810145515.9A CN201810145515A CN108427917A CN 108427917 A CN108427917 A CN 108427917A CN 201810145515 A CN201810145515 A CN 201810145515A CN 108427917 A CN108427917 A CN 108427917A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/174—Facial expression recognition
- G06V40/175—Static expression
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
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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
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
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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
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
Abstract
The invention discloses a kind of smart electronics pain scores system and methods of marking, which includes the storage of data acquisition module, data processing module and data and the display module of the pain data information for acquiring user；Wherein, data processing module carries out analyzing processing, obtains pain test and appraisal value and the Pain management requirement of the user for receiving the pain data information from data acquisition module；The pain test and appraisal value for the user that data store and display module is used to obtain data processing module, Pain management requires and analgesic controlling extent is stored and shows output.The assessment method for even Different hospital of testing and assessing on a large scale in hospital is carried out unification by the present invention, so that mutually the corresponding unnecessary error of exclusion exchanges convenient for statistics each other.And it is easy to operate, while corresponding workload is reduced, working efficiency is improved, it is time saving and energy saving, it is punctual accurate；Interference from human factor can be prevented, can be directly displayed on a display screen, intuitive is stronger.
Description
Technical field
The present invention relates to pain assessment methods, more particularly to a kind of smart electronics pain scores system and methods of marking.
Background technology
Perfect postoperative pain management is established on effective pain Assessment basis.Currently, being clinically used for postoperative pain
The method of pain assessment mainly has visual analogue scales (visual analogue scale, VAS), digit score method
The types of facial makeup in Beijing operas of (numerical rating scale, NRS), language point system (verbal rating scale, VRS) and revision
Pain scores method (faces pain scale-revised, FPS-R) etc..
For visual analogue scales (VAS) by the rectilinear(-al) of a long 100mm, one end indicates " painless " labeled as 0, another
End indicates " intolerable pain " labeled as 100, and patient marks the pain intensity itself experienced on straight line, 0 point to mark
Remember its pain level of the length representative of point.The classification of pain of language point system (VRS) be " painless, mild pain, moderate pain,
Severe pain, pole severe pain ", patient select 1 adjective that can most represent its pain level.Types of facial makeup in Beijing operas pain scores method
(FPS-R) it is made of the types of facial makeup in Beijing operas of 6 different expressions, the types of facial makeup in Beijing operas of left end represent " painless ", and right end represents " most strong pain
Bitterly ", 0,2,4,6,8,10 6 types of facial makeup in Beijing operas are corresponded to respectively.
Current pain assessment method mostly rests on the operation of the more original simplicity such as papery test and appraisal or oral test and appraisal
Method mostly understands the pain condition of patient by exchanging for doctor and patient.Existing pain test and appraisal are primarily present following
Defect：(1) it scores about VAS, because being to mark the pain value of oneself on the line segment of an a length of 100mm, due to test and appraisal
The error of line segment and operator can cause for the same patient, it is possible to because leading to the difference of result the reason of operator
Away from larger.The reason of same problem is because of operator is suitable for types of facial makeup in Beijing operas pain scores and language point system (2) past operation
Mainly by being accomplished manually, for a large amount of patient, working doctor amount is larger, and working efficiency is low.(3) previous traditional scoring side
Control satisfaction and analgesic specific requirement of the method without reference to patient for pain, only the pain water of simple test and appraisal patient
It is flat.
Invention content
Goal of the invention：To solve the deficiencies in the prior art, a kind of smart electronics pain scores system and methods of marking are provided.
Technical solution：The present invention provides a kind of smart electronics pain scores system, the system include data acquisition module,
Data processing module and data storage and display module；
The data acquisition module, the pain data information for acquiring user, and it is input to data processing module；
The data processing module for receiving the pain data information from data acquisition module, and carries out at analysis
Reason, obtains pain test and appraisal value and the Pain management requirement of the user；
The data storage and display module, the pain test and appraisal value of the user for obtaining data processing module, pain
Control requires and analgesic controlling extent is stored, and shows output.
Further, the data acquisition module includes that touch screen acquisition module, speech signal collection module and face are adopted
Collect module.
Further, the touch screen acquisition module acquires pain information input by user, is input to data processing mould
Block；The voice messaging of the speech signal collection module acquisition user, is input to data processing module；The face acquisition module
The face information for acquiring user, is input to data processing module.
Further, the data processing module includes processor, which includes at visual analogue scales analysis
Manage program module, language point system analysis and processing program module and types of facial makeup in Beijing operas pain scores method analysis and processing program module.
Further, the processor using visual analogue scales come analyzing processing pain information input by user,
Visual analogue scale is obtained as a result, using language point system come the voice messaging of analyzing processing user, obtains language appraisal result；
And using the face information of types of facial makeup in Beijing operas pain scores method analyzing processing user, obtain types of facial makeup in Beijing operas point system result；And visual simulation is commented
Divide result, language appraisal result and types of facial makeup in Beijing operas appraisal result to carry out integrated treatment, obtains final pain test and appraisal value.
Further, the output display module includes drive module and display screen, the display screen be LED display or
Liquid crystal display.
The present invention also provides a kind of smart electronics pain scores methods, and this approach includes the following steps：
(1) last time satisfaction with analgesia investigation is carried out to user
If the user is to participate in pain test and appraisal for the first time, this step is skipped automatically, executes step (2)；If the user is not
It is to participate in pain test and appraisal for the first time, then carries out the investigation of last analgesic satisfaction to user, and by satisfaction investigation result
It is stored；
(2) pain information of user is acquired
Using in touch screen acquisition module, speech signal collection module or face acquisition module any one or it is any one
Kind or more combination, acquire accordingly arbitrary in pain information input by user, user speech information or user's face information
Combined information a kind of or more than any one, and by the information input of acquisition to data processing module；
(3) data processing
The pain information input by user, user speech information or the user's face information that are acquired in step (2) are adopted respectively
Carry out analyzing processing with visual analogue scales, language point system or types of facial makeup in Beijing operas pain scores method, obtain visual analogue scale result,
Language appraisal result or types of facial makeup in Beijing operas point system result；And by visual analogue scale result, language appraisal result and types of facial makeup in Beijing operas appraisal result
Integrated treatment is carried out, final pain test and appraisal value is obtained；
(4) understand patient pain and control requirement, carry out Pain management
Judge whether user needs Pain management, i.e., whether need to ease pain, if user selects " not needing ", skips automatically
This step executes step (5)；
If user selects " needs ", the Pain management of " completely painless " or " pain relief to can endure " is carried out,
(5) data storage and display
The final pain test and appraisal value and Pain management requirement that pain is tested and assessed is subjected to display output, and is stored to depositing
In reservoir, to carry out inquiry reference when diagnosis and treatment below.
Further, pain information input by user is shown by the progress bar on touch screen in the step (2),
The content of the user speech information is any one word in given text, and the given text includes painless, slight pain
Bitterly, moderate pain, severe pain and pole severe pain；The face information is the face picture of acquisition.
Further, in the step (3)：The visual analogue scales are by the pain information amount of progress input by user
Change, the visual analogue scale result after being quantified；The language point system is by the word in user speech information and given text
Language is compared, and obtains language appraisal result, and further carry out quantification treatment, the language appraisal result after being quantified；Institute
It states the types of facial makeup in Beijing operas pain scores method user's face information is compared with given face graph, then carries out quantification treatment, the amount of obtaining
Types of facial makeup in Beijing operas appraisal result after change；Finally, by visual analogue scale result, language appraisal result and the types of facial makeup in Beijing operas appraisal result after quantization
Integrated treatment is carried out, final pain test and appraisal value is obtained.
Advantageous effect：Compared with prior art, the present invention will in hospital on a large scale test and appraisal even Different hospital test and appraisal
Method carries out unification, is exchanged convenient for statistics mutually to exclude corresponding unnecessary error each other.And it is easy to operate, together
When reduce corresponding workload, improve working efficiency, it is time saving, laborsaving；On time, accurately；Interference from human factor can be prevented, it can be glimmering
It is directly displayed on screen, intuitive is stronger.
Description of the drawings
Fig. 1 is the system block diagram of the present invention；
Fig. 2 is the system block diagram of each module of the present invention；
Fig. 3 is the method for the present invention flow chart；
Fig. 4 is the flow chart of application method of the present invention；
Fig. 5 is to judge whether user is the schematic diagram for participating in test and appraisal for the first time；
Fig. 6 is the satisfaction schematic diagram to last time Pain management；
Fig. 7 is the pain scores method choice schematic diagram of selection；
Fig. 8 is visual analogue scale schematic diagram；
Fig. 9 is visual analogue scale result schematic diagram；
Figure 10 is language scoring schematic diagram；
Figure 11 is language pain scores result schematic diagram；
Figure 12 is types of facial makeup in Beijing operas pain scores schematic diagram；
Figure 13 is types of facial makeup in Beijing operas appraisal result schematic diagram；
Figure 14 is to judge whether user needs Pain management schematic diagram；
Figure 15 is Pain management degree schematic diagram.
Specific implementation mode
Technical scheme of the present invention is described in detail with reference to the accompanying drawings and detailed description.
As depicted in figs. 1 and 2, a kind of smart electronics pain scores system of the invention, including data acquisition module, data
Processing module and data storage and display module；
Wherein, data acquisition module, the pain data information for acquiring user, and it is input to data processing module.Number
According to processing module, for receiving the pain data information from data acquisition module, and analyzing processing is carried out, obtain the user's
Pain test and appraisal value and Pain management requirement.Data store and display module, the pain of the user for obtaining data processing module
Pain test and appraisal value, Pain management requires and analgesic controlling extent is stored, and shows output.
The data acquisition module includes touch screen acquisition module, speech signal collection module and face acquisition module.Its
In, the touch screen acquisition module acquires pain information input by user, is input to data processing module；The voice signal is adopted
The voice messaging for collecting module acquisition user, is input to data processing module；The face letter of the face acquisition module acquisition user
Breath, is input to data processing module.
The data processing module includes processor, which includes visual analogue scales analysis and processing program mould
Block, language point system analysis and processing program module and types of facial makeup in Beijing operas pain scores method analysis and processing program module.Wherein, the processing
Device, come analyzing processing pain information input by user, obtains visual analogue scale as a result, using language using visual analogue scales
Speech point system carrys out the voice messaging of analyzing processing user, obtains language appraisal result；And using at types of facial makeup in Beijing operas pain scores method analysis
The face information for managing user, obtains types of facial makeup in Beijing operas point system result；And visual analogue scale result, language appraisal result and the types of facial makeup in Beijing operas are commented
Divide result to carry out integrated treatment, obtains final pain test and appraisal value.
The output display module includes drive module and display screen, and the display screen is LED display or liquid crystal display
Screen.
The system is the application tested and assessed based on Android or the electronics pain of Apple Macintosh operating system smart machine, wherein acquisition
Module includes that satisfaction investigation, pain test and appraisal and analgesia require.If user participates in this time test and assess for the first time, satisfaction will be skipped automatically
Degree investigation；If user is not to test and assess for the first time, it will have to last analgesic satisfaction investigation；Satisfaction investigation is mainly used
The case where family is eased pain according to the last time is given a mark, and full marks are very.Acquisition module carries out user after carrying out satisfaction investigation
Pain test and appraisal, be then based on pain evaluating result and decide whether requirement analgesia and Pain management degree.Using acquisition module into
Row analyzing processing, obtains evaluating result, further comprises visual analogue scales, language point system and face using electronic edition
It composes pain scores method and carries out pain Test and analysis.Processing module receives the pain of information and user based on test and appraisal value of pain test and appraisal
It is required that and exporting pain value and the Pain management requirement of user.Display storage module pain test and assess result, analgesic requirement
And analgesic controlling extent shows and preserves.
Acquisition module includes that the satisfaction investigation module of Pain management, pain test and appraisal module and analgesia require module；Analgesia
It is required that module is patient for whether requiring analgesia and the requirement of Pain management degree.
Processing module receives the pain test and appraisal information from acquisition module, it is desirable that analgesia and the requirement of Pain management degree,
Analyzing processing is carried out to information using visual analogue scales, language point system or types of facial makeup in Beijing operas pain scores method, exports the pain of user
Pain test and appraisal value.
Storage module is shown, for completing the output to processing module handling result, display；And acquisition module is stored through place
Manage the data of resume module.
The system is operated by electronic equipment display screen.Acquisition module user can select touch screen acquisition module,
Speech signal collection module or face acquisition module carry out the acquisition of data information, if non-use for the first time, it is necessary to be ached
Pain controls the investigation of satisfaction；Totally 10 points of satisfaction investigation, and 0 to 10 digital color is in gradient color.Then visual simulation is used
At least one of point system, language point system or types of facial makeup in Beijing operas pain scores method assessment method carries out analyzing processing, and visual simulation is commented
It is in gradient color to divide progress bar number, increases with number and proceeds to warm tones by cool tone；Language point system difference pain degree pair
The pain option answered is also at gradient color, and as pain intensity increases, color is changed into warm tones by cool tone；Types of facial makeup in Beijing operas pain scores
Method is compared according to types of facial makeup in Beijing operas feature.Visual analogue scales are to slide on a progress bar, when reaching the pain grade thought, are shown
Show the corresponding VAS scorings (i.e. visual analogue scale) of output；Language point system is the voice messaging and given text according to acquisition
It is compared；Types of facial makeup in Beijing operas pain scores method is compared according to the face information of acquisition with the given types of facial makeup in Beijing operas.
A kind of smart electronics pain scores method of the present invention, as shown in figure 3, this approach includes the following steps：
(1) last time satisfaction with analgesia investigation is carried out to user
If the user is to participate in pain test and appraisal for the first time, this step is skipped automatically, executes step (2)；If the user is not
It is to participate in pain test and appraisal for the first time, then carries out the investigation of last analgesic satisfaction to user, and by satisfaction investigation result
It is stored；
(2) pain information of user is acquired
Using in touch screen acquisition module, speech signal collection module or face acquisition module any one or it is any one
Kind or more combination, acquire accordingly arbitrary in pain information input by user, user speech information or user's face information
Combined information a kind of or more than any one, and by the information input of acquisition to data processing module；
(3) data processing
The pain information input by user, user speech information or the user's face information that are acquired in step (2) are adopted respectively
Carry out analyzing processing with visual analogue scales, language point system or types of facial makeup in Beijing operas pain scores method, obtain visual analogue scale result,
Language appraisal result or types of facial makeup in Beijing operas point system result；And by visual analogue scale result, language appraisal result and types of facial makeup in Beijing operas appraisal result
Integrated treatment is carried out, final pain test and appraisal value is obtained；
(4) Pain management (understand patient pain and control requirement)
Judge whether user needs Pain management, i.e., whether need to ease pain, if user selects " not needing ", skips automatically
This step executes step (5)；
If user selects " needs ", the Pain management of " completely painless " or " pain relief to can endure " is carried out,
(5) data storage and display
The final pain test and appraisal value and Pain management requirement that pain is tested and assessed is subjected to display output, and is stored to depositing
In reservoir, to carry out inquiry reference when diagnosis and treatment below.
Further, pain information input by user is shown by the progress bar on touch screen in the step (2),
The content of the user speech information is any one word in given text, and the given text includes painless, slight pain
Bitterly, moderate pain, severe pain and pole severe pain；The face information is the face picture of acquisition.
Further, in the step (3)：The visual analogue scales are by the pain information amount of progress input by user
Change, the visual analogue scale result after being quantified；The language point system is by the word in user speech information and given text
Language is compared, and obtains language appraisal result, and further carry out quantification treatment, the language appraisal result after being quantified；Institute
It states the types of facial makeup in Beijing operas pain scores method user's face information is compared with given face graph, then carries out quantification treatment, the amount of obtaining
Types of facial makeup in Beijing operas appraisal result after change；Finally, by visual analogue scale result, language appraisal result and the types of facial makeup in Beijing operas appraisal result after quantization
Integrated treatment is carried out, final pain test and appraisal value is obtained.
As shown in Fig. 4-Figure 15, choose whether it is participation pain test and appraisal for the first time in use, user enters homepage, if with
Family is to participate in pain test and appraisal for the first time, and "Yes" option, non-first time user is selected to select "No" option；Select the use of "No" option
Family carries out the satisfaction investigation of last Pain management situation, and totally 10 points of satisfaction investigation, user is in zero to 10 number
The satisfaction of oneself is selected, the patient of "Yes" option is selected to skip time step automatically；As shown in Figure 5 and shown in 6.Satisfaction investigation
Pain test and appraisal are carried out later, are selected any one in touch screen acquisition module, speech signal collection module or face acquisition module
Kind or the combination more than any one acquire pain information, user speech information or user's face letter input by user accordingly
In breath any one or any one more than combined information, and by the information input of acquisition to data processing module.Data
Processing module, as shown in fig. 7, can be selected at least from visual analogue scales, language point system or types of facial makeup in Beijing operas pain scores method
One progress analyzing processing.
Wherein, as shown in Fig. 8-Figure 13, visual analogue scales export corresponding scoring by progress bar display；Language
Simulation point system is compared according to the user speech information of acquisition with the adjective of the representative pain level in given text,
Analyzing processing, the language appraisal result after being quantified.Types of facial makeup in Beijing operas pain scores method, according to the face information of the user of acquisition with give
The fixed types of facial makeup in Beijing operas are compared, analyzing processing, the types of facial makeup in Beijing operas appraisal result after being quantified.
User pins button of speaking and sends voice messaging by the loud speaker in equipment.And by speech generator by language
Message breath is converted into text information, in prior typing sound bank text information (as shown in Figure 10 painless, mild pain,
Moderate pain, severe pain and pole severe pain) it is compared, final output language pain scores are as a result, as shown in figure 11.
The speech generator and the method for typing sound bank are all the prior arts, are not be described in detail herein.
As shown in figure 12, it clicks and claps button, acquire the face information of user, the human face image information of acquisition is passed through
The influence factors such as complicated background, extract human facial expression information, with prior typing using the prior art in pretreatment removal artwork
Image (expression information figure as shown in Figure 12) in shape library is compared, and finally returns to the corresponding word of respective image
Information exports types of facial makeup in Beijing operas appraisal result, as shown in figure 13.
As shown in figure 14, user can choose whether to require analgesia after the completion of pain scores are tested and assessed.If user's selection is wanted
Analgesia is asked, then can carry out this step, as shown in figure 15, this step includes " completely painless " and " Pain management to can endure " two
A option, user can select one of option；If selection is not eased pain can skip this step automatically.
Decide whether requirement analgesia and Pain management degree according to the evaluating result of user and user.And result output is deposited
Storage, to carry out inquiry reference when diagnosis and treatment below.
Claims (9)
1. a kind of smart electronics pain scores system, which is characterized in that the system includes data acquisition module, data processing module
And data store and display module；
The data acquisition module, the pain data information for acquiring user, and it is input to data processing module；
The data processing module for receiving the pain data information from data acquisition module, and carries out analyzing processing, obtains
To pain test and appraisal value and the Pain management requirement of the user；
The data storage and display module, the pain test and appraisal value of the user for obtaining data processing module, Pain management
It is required that and analgesic controlling extent stored, and show output.
2. a kind of smart electronics pain scores system according to claim 1, which is characterized in that the data acquisition module
Including touch screen acquisition module, speech signal collection module and face acquisition module.
3. a kind of smart electronics pain scores system according to claim 2, which is characterized in that the touch screen acquires mould
Block acquires pain information input by user, is input to data processing module；The language of the speech signal collection module acquisition user
Message ceases, and is input to data processing module；The face information of the face acquisition module acquisition user, is input to data processing mould
Block.
4. a kind of smart electronics pain scores system according to claim 1, which is characterized in that the data processing module
Including processor, which includes visual analogue scales analysis and processing program module, language point system analysis and processing program
Module and types of facial makeup in Beijing operas pain scores method analysis and processing program module.
5. a kind of smart electronics pain scores system according to claim 4, which is characterized in that the processor is used and regarded
Feel that simulation point system carrys out analyzing processing pain information input by user, obtains visual analogue scale as a result, using language point system
The voice messaging for carrying out analyzing processing user obtains language appraisal result；And using types of facial makeup in Beijing operas pain scores method analyzing processing user's
Face information obtains types of facial makeup in Beijing operas point system result；And by visual analogue scale result, language appraisal result and types of facial makeup in Beijing operas appraisal result into
Row integrated treatment obtains final pain test and appraisal value.
6. a kind of smart electronics pain scores system according to claim 1, which is characterized in that the output display module
Including drive module and display screen, the display screen is LED display or liquid crystal display.
7. a kind of smart electronics pain scores method, which is characterized in that this approach includes the following steps：
(1) last time satisfaction with analgesia investigation is carried out to user
If the user is to participate in pain test and appraisal for the first time, this step is skipped automatically, executes step (2)；If the user is not
It is primary to participate in pain test and appraisal, then the investigation of last analgesic satisfaction is carried out to user, and satisfaction investigation result is carried out
Storage；
(2) pain information of user is acquired
Use in touch screen acquisition module, speech signal collection module or face acquisition module any one or any one with
On combination, acquire any one in pain information input by user, user speech information or user's face information accordingly
Or the combined information more than any one, and by the information input of acquisition to data processing module；
(3) data processing
The pain information input by user, user speech information or the user's face information that are acquired in step (2) are respectively adopted and are regarded
Feel that simulation point system, language point system or types of facial makeup in Beijing operas pain scores method carry out analyzing processing, obtains visual analogue scale result, language
Appraisal result or types of facial makeup in Beijing operas point system result；And visual analogue scale result, language appraisal result and types of facial makeup in Beijing operas appraisal result are carried out
Integrated treatment obtains final pain test and appraisal value；
(4) understand patient pain and control requirement, carry out Pain management
Judge whether user needs Pain management, i.e., whether need to ease pain, if user selects " not needing ", skips this step automatically
Suddenly, step (5) is executed；
If user selects " needs ", the Pain management of " completely painless " or " pain relief to can endure " is carried out,
(5) data storage and display
The final pain test and appraisal value and Pain management requirement that pain is tested and assessed is subjected to display output, and stores and arrives memory
In, to carry out inquiry reference when diagnosis and treatment below.
8. according to a kind of smart electronics pain scores method shown in claim 7, which is characterized in that used in the step (2)
The pain information of family input is shown that the content of the user speech information is given text by the progress bar on touch screen
In any one word, the given text includes painless, mild pain, moderate pain, severe pain and pole severe pain；
The face information is the face picture of acquisition.
9. according to a kind of smart electronics pain scores method shown in claim 7, which is characterized in that in the step (3)：Institute
It states visual analogue scales to quantify pain information input by user, the visual analogue scale result after being quantified；Institute
User speech information is compared predicate speech point system with the word in given text, obtains language appraisal result, goes forward side by side one
Step carries out quantification treatment, the language appraisal result after being quantified；The types of facial makeup in Beijing operas pain scores method by user's face information with give
Fixed face graph is compared, and then carries out quantification treatment, the types of facial makeup in Beijing operas appraisal result after being quantified；It finally, will be after quantization
Visual analogue scale result, language appraisal result and types of facial makeup in Beijing operas appraisal result carry out integrated treatment, obtain final pain test and appraisal value.
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| CN109411035A (en) * | 2018-08-23 | 2019-03-01 | 江苏人先医疗科技有限公司 | Ease pain evaluation method, server, ward terminal and computer readable storage medium |
| CN110916616A (en) * | 2019-12-05 | 2020-03-27 | 江苏人先医疗科技有限公司 | Electronic scoring ruler and binding method thereof |
| CN113709425A (en) * | 2021-09-24 | 2021-11-26 | 深圳市第二人民医院(深圳市转化医学研究院) | Intelligent pain recognition system |
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