CN116486999A - Self-adaptive auxiliary monitoring method and system for facial paralysis acupuncture treatment process - Google Patents
Self-adaptive auxiliary monitoring method and system for facial paralysis acupuncture treatment process Download PDFInfo
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Abstract
The invention relates to the technical field of online monitoring recommendation, in particular to a self-adaptive auxiliary monitoring method and system for facial paralysis acupuncture treatment process. The scheme includes marking the face area to be concerned with color and recording the current treatment times; the set range and the collected pixels continuously collect the face state for 10 minutes before and after acupuncture and store the face state as face collection data; acquiring a concerned area and an area set of a face block at each moment according to the face acquisition data; obtaining a recovery index of each acupuncture process according to the concerned area of the face block at each moment; calculating a scheme quantitative evaluation index of a person to be treated according to a preset facial acupuncture treatment scheme; and performing online visual display according to the concerned area, the treatment times, the quantitative evaluation index and the recovery index of the face block. According to the scheme, the self-adaptive monitoring evaluation in the corresponding acupuncture facial paralysis treatment process is completed through the on-line monitoring equipment, and the quantitative evaluation index of the optimal scheme selection is realized.
Description
Technical Field
The invention relates to the technical field of online monitoring recommendation, in particular to a self-adaptive auxiliary monitoring method and system for facial paralysis acupuncture treatment process.
Background
Acupuncture is a branch of acupuncture and moxibustion, has the advantages of irreplaceable drug treatment and operation treatment, and has a unique treatment method. The acupuncture therapy has wide clinical application and obvious curative effect, is affirmed and favored by the medical circles at home and abroad, and has good development prospect. Acupuncture therapy can improve immunity, strengthen defensive ability, and reduce disease occurrence probability. Acupuncture can improve the qi and blood running state of the facial channels and collaterals, improve the immunity of the organism, and play roles in dredging the channels and collaterals, promoting qi circulation, activating blood circulation, dispelling cold, relieving pain and the like for the facial paralysis.
Prior to the technology of the present invention, the existing acupuncture therapy can be needle punching, moxibustion and electric needle therapy, and the clinical treatment of facial paralysis by needle punching is most common, however, in practice, effective auxiliary monitoring means are lacking in the treatment process of acupuncture therapy, so that in the traditional case, effective information quantization cannot be performed when medical staff performs acupuncture, and it is difficult to judge the effect of the current acupuncture auxiliary treatment and perform preferential judgment of the scheme.
Disclosure of Invention
In view of the above problems, the invention provides a self-adaptive auxiliary monitoring method and a self-adaptive auxiliary monitoring system for facial paralysis treatment process, which complete self-adaptive monitoring evaluation in the corresponding acupuncture facial paralysis treatment process through on-line monitoring equipment, and realize quantitative evaluation indexes of optimal scheme selection.
According to a first aspect of the embodiment of the invention, a self-adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process is provided.
In one or more embodiments, preferably, the adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process includes:
marking the face area to be concerned with the color and recording the current treatment times;
the set range and the collected pixels continuously collect the face state for 10 minutes before and after acupuncture and store the face state as face collection data;
acquiring the attention area and the area set of the face block at each moment according to the face acquisition data;
obtaining a recovery index of each acupuncture process according to the concerned area of the face block at each moment;
calculating a scheme quantitative evaluation index of a person to be treated according to a preset facial acupuncture treatment scheme;
and performing online visual display according to the concerned area of the face block, the treatment times, the quantitative evaluation index and the recovery index.
In one or more embodiments, the marking the face area that needs attention with a color and recording the current number of treatments preferably specifically includes:
determining a region of facial interest on-line by a physician;
and drawing the corresponding face area to be focused in an alternating mode by different colors according to the area range.
In one or more embodiments, preferably, the setting range and the collected pixels continuously collect the face state for 10 minutes before and after the acupuncture, store the face state as face collection data, and specifically include:
a set range and an acquired pixel;
facial state acquisition is carried out for 10 minutes continuously before acupuncture and moxibustion, and the facial state acquisition is stored as first data;
collecting the face state of the patient for 10 minutes after acupuncture and storing the face state as second data; and extracting pictures from the photographed video according to the first data and the second data at preset intervals, and storing the pictures as face acquisition data.
In one or more embodiments, preferably, the acquiring data according to the face acquires a set of areas and regions of interest of a face block at each moment, and specifically includes:
marking the eyebrow position as an origin position in a virtual coordinate system in the face acquisition data;
determining a face in a virtual coordinate system according to the real length and width calibration of the face according to the original point position, and performing block division, wherein the face block division comprises a left eye area, a right eye area, a left face area, a right face area, a mouth area and a nose area;
recording the current area of interest;
the region in the face block division included in the current attention area is recorded as a set element and stored as a region set.
In one or more embodiments, preferably, the obtaining the recovery index of each acupuncture process according to the area of interest of the facial region at each moment specifically includes:
acquiring the area of the face block at each moment;
calculating the area change frequency by using a first calculation formula;
calculating the maximum amplitude in the monitoring period by using a second calculation formula;
calculating a recovery index of each acupuncture process by using a third calculation formula;
the first calculation formula is as follows:
Q-H G >Y
wherein Q is the maximum value of the area of interest; h G Y is an area change judgment margin for the attention area at a certain moment;
the second calculation formula is as follows:
Z＝MAX(Q-H G )
wherein Z is the maximum amplitude in the monitoring period, and MAX () is the maximum change area extraction function;
the third calculation formula is as follows:
H＝(Z 1 -Z 0 )÷Z 0 +(C 1 -C 0 )÷C 0
wherein H is the recovery index, Z 0 For the maximum amplitude, Z, in the monitoring period before acupuncture 1 For the maximum amplitude in the monitoring period after acupuncture, C 0 C is the frequency of area change before acupuncture 1 The area change frequency after acupuncture is the frequency.
In one or more embodiments, preferably, the calculating a plan quantification evaluation index of the person to be treated according to the preset facial acupuncture treatment plan specifically includes:
acquiring all preset facial acupuncture treatment schemes;
according to the historical data of the face acquisition data, extracting the current treatment times, the concerned area of the face block, the total face area of the person to be treated and the area set which are obtained before each treatment;
judging whether any two treated persons meet a fourth calculation formula, and if so, considering the treated persons to belong to the same comparison analysis group;
judging each treatment scheme corresponding to the treated person of the same comparison analysis group of the current treated person, and calculating scheme quantification evaluation indexes by utilizing a fifth calculation formula;
the fourth calculation formula is as follows:
wherein P is 1 And P 0 The number of treatments for treatment person 1 and treatment person 0, { M 1 Sum { M } 0 Region set of therapist 1 and therapist 0 in order, and Q1 and Q0 are the areas of interest of the facial regions of therapist 1 and therapist 0 in order, S z1 And S is z0 The total face areas of the therapist 1 and the therapist 0 are sequentially shown, and KL is a preset same group margin;
the fifth calculation formula is:
wherein F is a scheme quantitative evaluation index, H i For the recovery index of the ith person being treated, n is the total number of persons being treated for a regimen in the same comparative analysis group.
In one or more embodiments, preferably, the on-line visual display according to the area of interest of the face block, the treatment times, the quantitative evaluation index and the recovery index specifically includes:
acquiring a concerned area, treatment times and a recovery index of the face block;
marking a region of interest of a face block in the current facial photograph;
forming a visual recovery curve by taking the treatment times as a horizontal axis and the recovery index as a vertical axis;
and displaying each facial acupuncture treatment scheme to medical staff from large to small according to the current quantitative evaluation index.
According to a second aspect of the embodiment of the invention, a self-adaptive auxiliary monitoring system for facial paralysis acupuncture treatment process is provided.
In one or more embodiments, preferably, the adaptive auxiliary monitoring system for facial paralysis acupuncture treatment process comprises:
a color marking module for marking the face area to be concerned with the color and recording the current treatment times;
the information acquisition module is used for setting a range and acquiring pixels, continuously acquiring the face state for 10 minutes before and after acupuncture and storing the face state as face acquisition data;
the first analysis module is used for acquiring the attention area and the area set of the face block at each moment according to the face acquisition data;
the second analysis module is used for obtaining a recovery index of each acupuncture process according to the attention area of the face block at each moment;
the third analysis module is used for calculating a scheme quantitative evaluation index of the person to be treated according to a preset facial acupuncture treatment scheme;
and the visual display module is used for carrying out online visual display according to the concerned area of the face block, the treatment times, the quantitative evaluation index and the recovery index.
According to a third aspect of embodiments of the present invention, there is provided a computer readable storage medium having stored thereon computer program instructions which, when executed by a processor, implement a method according to any of the first aspect of embodiments of the present invention.
According to a fourth aspect of embodiments of the present invention there is provided an electronic device comprising a memory and a processor, the memory being for storing one or more computer program instructions, wherein the one or more computer program instructions are executable by the processor to implement the method of any of the first aspects of embodiments of the present invention.
The technical scheme provided by the embodiment of the invention can comprise the following beneficial effects:
in the scheme of the invention, an online monitoring device is provided, and the recovery index in the treatment process is determined through online monitoring information.
In the scheme of the invention, the recovery index and the self-adaptive monitoring evaluation are combined, the scheme quantification evaluation index is realized, and the recommendation of different schemes is carried out.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
The technical scheme of the invention is further described in detail through the drawings and the embodiments.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings that are needed in the description of the embodiments will be briefly described below, it being obvious that the drawings in the following description are only some embodiments of the present invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method for adaptively assisting in monitoring and controlling a facial paralysis acupuncture treatment process according to an embodiment of the present invention.
Fig. 2 is a flowchart for marking a facial area of interest with color and recording the current number of treatments in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment procedure according to an embodiment of the present invention.
Fig. 3 is a flowchart showing the range of settings and the collected pixels in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention, and the facial states before and after acupuncture are continuously collected for 10 minutes, and stored as facial collection data.
Fig. 4 is a flowchart of acquiring a region of interest and a set of regions of a facial block at each moment according to the face acquisition data in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention.
Fig. 5 is a flowchart of obtaining a recovery index of each acupuncture procedure according to a region of interest of a facial block at each moment in an adaptive auxiliary monitoring method of a facial paralysis acupuncture treatment procedure according to an embodiment of the present invention.
Fig. 6 is a flowchart of calculating a plan quantification evaluation index of a person to be treated according to a preset facial acupuncture treatment plan in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment course according to an embodiment of the present invention.
Fig. 7 is a flowchart showing online visualization according to the area of interest of the facial area, the number of treatments, the quantitative evaluation index and the recovery index in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention.
Fig. 8 is a block diagram of an adaptive auxiliary monitoring system for facial paralysis acupuncture treatment according to an embodiment of the present invention.
Fig. 9 is a block diagram of an electronic device in one embodiment of the invention.
Detailed Description
In some of the flows described in the specification and claims of the present invention and in the foregoing figures, a plurality of operations occurring in a particular order are included, but it should be understood that the operations may be performed out of order or performed in parallel, with the order of operations such as 101, 102, etc., being merely used to distinguish between the various operations, the order of the operations themselves not representing any order of execution. In addition, the flows may include more or fewer operations, and the operations may be performed sequentially or in parallel. It should be noted that, the descriptions of "first" and "second" herein are used to distinguish different messages, devices, modules, etc., and do not represent a sequence, and are not limited to the "first" and the "second" being different types.
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to fall within the scope of the invention.
Acupuncture is a branch of acupuncture and moxibustion, has the advantages of irreplaceable drug treatment and operation treatment, and has a unique treatment method. The acupuncture therapy has wide clinical application and obvious curative effect, is affirmed and favored by the medical circles at home and abroad, and has good development prospect. Acupuncture therapy can improve immunity, strengthen defensive ability, and reduce disease occurrence probability. Acupuncture can improve the qi and blood running state of the facial channels and collaterals, improve the immunity of the organism, and play roles in dredging the channels and collaterals, promoting qi circulation, activating blood circulation, dispelling cold, relieving pain and the like for the facial paralysis.
Prior to the technology of the present invention, the existing acupuncture therapy can be needle punching, moxibustion and electric needle therapy, and the clinical treatment of facial paralysis by needle punching is most common, however, in practice, effective auxiliary monitoring means are lacking in the treatment process of acupuncture therapy, so that in the traditional case, effective information quantization cannot be performed when medical staff performs acupuncture, and it is difficult to judge the effect of the current acupuncture auxiliary treatment and perform preferential judgment of the scheme.
The embodiment of the invention provides a self-adaptive auxiliary monitoring method and a self-adaptive auxiliary monitoring system for a facial paralysis acupuncture treatment process. According to the scheme, the self-adaptive monitoring evaluation in the corresponding acupuncture facial paralysis treatment process is completed through the on-line monitoring equipment, and the quantitative evaluation index of the optimal scheme selection is realized.
According to a first aspect of the embodiment of the invention, a self-adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process is provided.
Fig. 1 is a flowchart of a method for adaptively assisting in monitoring and controlling a facial paralysis acupuncture treatment process according to an embodiment of the present invention.
In one or more embodiments, preferably, the adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process includes:
s101, marking a face area needing to be concerned with colors and recording the current treatment times;
s102, continuously acquiring face states of 10 minutes before and after acupuncture and storing the face states as face acquisition data in a set range and acquired pixels;
s103, acquiring a concerned area and an area set of a face block at each moment according to the face acquisition data;
s104, obtaining a recovery index of each acupuncture process according to the attention area of the facial area at each moment;
s105, calculating a scheme quantitative evaluation index of a person to be treated according to a preset facial acupuncture treatment scheme;
and S106, performing online visual display according to the concerned area of the face block, the treatment times, the quantitative evaluation index and the recovery index.
In the embodiment of the invention, firstly, facial preprocessing is carried out to obtain the facial area needing to be concerned, secondly, image pickup information acquisition is carried out, facial block analysis and positioning are carried out to obtain the concerned area and the area set of the facial block at each moment, and then recovery index calculation and quantitative evaluation index calculation are carried out to finally finish information display and visualization.
Fig. 2 is a flowchart for marking a facial area of interest with color and recording the current number of treatments in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment procedure according to an embodiment of the present invention.
As shown in fig. 2, in one or more embodiments, the marking the face area that needs attention with a color and recording the current number of treatments preferably includes:
s201, determining the region range of the face attention on line by a doctor;
s202, drawing a corresponding face area to be focused in an alternating mode according to the area range.
In the embodiment of the invention, how to perform facial pretreatment is clarified, and under the condition that facial muscles are most stretched, a doctor performs facial treatment, wherein in the treatment process, corresponding facial areas needing to be concerned are mainly drawn in an alternating mode of different colors, and the pigment used is the pigment which can be cleaned by the makeup remover; the alternating mode of different colors is used for more easily collecting the area change through the shooting information; the pigment which can be cleaned by the makeup remover is used for quickly recovering the state before makeup removal.
Fig. 3 is a flowchart showing the range of settings and the collected pixels in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention, and the facial states before and after acupuncture are continuously collected for 10 minutes, and stored as facial collection data.
As shown in fig. 3, in one or more embodiments, preferably, the set range and the collected pixels continuously collect facial states for 10 minutes before and after acupuncture, store as facial collection data, and specifically include:
s301, setting a range and collecting pixels;
s302, collecting face states continuously for 10 minutes before acupuncture and storing the face states as first data;
s303, collecting the face states of the acupuncture for 10 minutes continuously, and storing the face states as second data;
s304, extracting pictures from the photographed video according to the first data and the second data at preset intervals, and storing the pictures as face acquisition data.
In the embodiment of the invention, how to collect the shooting information is clarified, the range and the pixels are preset, when the entry of a person is detected, the video collection is started, finally the video is stored as the shooting video, the pictures are extracted from the shooting video according to the preset interval, and the video is stored as the face collection data.
Fig. 4 is a flowchart of acquiring a region of interest and a set of regions of a facial block at each moment according to the face acquisition data in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention.
As shown in fig. 4, in one or more embodiments, preferably, the learning, according to the face collection data, a set of areas and regions of interest of a face block at each moment specifically includes:
s401, marking an eyebrow position as an origin position in a virtual coordinate system in the face acquisition data;
s402, determining a face in a virtual coordinate system according to the original point position and the real length and width calibration of the face to perform block division, wherein the face block division comprises a left eye area, a right eye area, a left face area, a right face area, a mouth area and a nose area;
s403, recording the current attention area;
s404, recording the region in the facial block division included in the current attention area as a set element, and storing the region as a region set.
In the embodiment of the invention, facial block analysis and positioning are carried out, the eyebrow position is positioned as the current coordinate origin, and the facial block is divided into a left eye area, a right eye area, a left face area, a right face area, a mouth area and a nose area; obtaining a face region requiring attention within each region; and acquiring the area of the concerned face area in each area on line through the face acquisition data to form the concerned area of the face block at each moment.
Fig. 5 is a flowchart of obtaining a recovery index of each acupuncture procedure according to a region of interest of a facial block at each moment in an adaptive auxiliary monitoring method of a facial paralysis acupuncture treatment procedure according to an embodiment of the present invention.
As shown in fig. 5, in one or more embodiments, preferably, the obtaining the recovery index of each acupuncture process according to the area of interest of the face region at each moment specifically includes:
s501, acquiring the area of a face block at each moment;
s502, calculating the area change frequency by using a first calculation formula;
s503, calculating the maximum amplitude in the monitoring period by using a second calculation formula;
s504, calculating a recovery index of each acupuncture process by using a third calculation formula;
the first calculation formula is as follows:
Q-H G >Y
wherein Q is the maximum value of the area of interest; h G Y is an area change judgment margin for the attention area at a certain moment;
the second calculation formula is as follows:
Z＝MAX(Q-H G )
wherein Z is the maximum amplitude in the monitoring period, and MAX () is the maximum change area extraction function;
the third calculation formula is as follows:
H＝(Z 1 -Z 0 )÷Z 0 +(C 1 -C 0 )÷C 0
wherein H is the recovery index, Z 0 For the maximum amplitude, Z, in the monitoring period before acupuncture 1 For the maximum amplitude in the monitoring period after acupuncture, C 0 C is the frequency of area change before acupuncture 1 The area change frequency after acupuncture is the frequency.
In the embodiment of the invention, the recovery index calculation is carried out, and the recovery index calculation process comprises two parts, wherein the first part is the frequency of stroboscopic processing to obtain the face block, the core is to determine the area change frequency in unit time of the corresponding face block, and the area change frequency is counted each time the area change of a single face block meets a first calculation formula; the other part of processing is that the maximum value of the area change in unit time of the face block is calculated by utilizing a second calculation formula under the condition of the maximum amplitude in a preset monitoring period; on the basis of the analysis described above, the recovery index can be calculated using a third calculation formula.
Fig. 6 is a flowchart of calculating a plan quantification evaluation index of a person to be treated according to a preset facial acupuncture treatment plan in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment course according to an embodiment of the present invention.
As shown in fig. 6, in one or more embodiments, preferably, the calculating a plan quantitative evaluation index of the person to be treated according to the preset facial acupuncture treatment plan specifically includes:
s601, acquiring all preset facial acupuncture treatment schemes;
s602, acquiring historical data of data according to the face, and extracting the current treatment times, the concerned area of the face block, the total face area of the person to be treated and the area set which are obtained before each treatment;
s603, judging whether any two treated persons meet a fourth calculation formula, and if so, judging that the treated persons belong to the same comparison analysis group;
s604, judging each treatment scheme corresponding to the person to be treated in the same comparison analysis group of the person to be treated at present, and calculating scheme quantification evaluation indexes by utilizing a fifth calculation formula;
the fourth calculation formula is as follows:
wherein P is 1 And P 0 The number of treatments for treatment person 1 and treatment person 0, { M 1 Sum { M } 0 Region set of therapist 1 and therapist 0 in order, and Q1 and Q0 are the areas of interest of the facial regions of therapist 1 and therapist 0 in order, S z1 And S is z0 The total face areas of the therapist 1 and the therapist 0 are sequentially shown, and KL is a preset same group margin;
the fifth calculation formula is:
wherein F is a scheme quantitative evaluation index, H i For the recovery index of the ith treated person, n is the total number of treated persons for a regimen in the same comparative analysis group.
In the embodiment of the invention, quantitative evaluation index calculation is carried out, a plurality of facial acupuncture treatment schemes are preset, and each scheme is provided with a corresponding number; and acquiring a fourth calculation formula which balances the treatment times, the face proportion of the treated person before each treatment and the similarity of the region set, setting similar treated persons into the same comparison analysis group, comparing recovery indexes of persons corresponding to the same analysis group, and calculating a scheme quantification evaluation index by using a fifth calculation formula according to each treatment scheme, wherein the fifth calculation formula only adopts the same group of persons in all historical data except the current treated person, so that n-1 is the total number of all recovery indexes.
Fig. 7 is a flowchart showing online visualization according to the area of interest of the facial area, the number of treatments, the quantitative evaluation index and the recovery index in an adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to an embodiment of the present invention.
As shown in fig. 7, in one or more embodiments, preferably, the on-line visual display according to the area of interest of the face region, the number of treatments, the quantitative evaluation index and the recovery index specifically includes:
s701, acquiring a concerned area, treatment times and recovery indexes of the face block;
s702, marking a concerned area of a face block in a current face photo;
s703, forming a visual recovery curve by taking the treatment times as a horizontal axis and the recovery index as a vertical axis;
s704, displaying each facial acupuncture treatment scheme to medical staff from large to small according to the current quantitative evaluation index.
In the embodiment of the invention, how to display and visualize information is clarified, firstly, the concerned area, the treatment times and the recovery index of the face area are obtained mainly for the purpose of; marking a region of interest of a face block in the current facial photograph; forming a visual recovery curve by taking the treatment times as a horizontal axis and the recovery index as a vertical axis; and displaying each facial acupuncture treatment scheme to medical staff from large to small according to the current quantitative evaluation index.
According to a second aspect of the embodiment of the invention, a self-adaptive auxiliary monitoring system for facial paralysis acupuncture treatment process is provided.
Fig. 8 is a block diagram of an adaptive auxiliary monitoring system for facial paralysis acupuncture treatment according to an embodiment of the present invention.
In one or more embodiments, preferably, the adaptive auxiliary monitoring system for facial paralysis acupuncture treatment process comprises:
a color marking module 801 for marking a face area to be focused with a color and recording the current number of treatments;
an information acquisition module 802 for continuously acquiring face states of 10 minutes before and after acupuncture for a set range and acquired pixels, and storing the face states as face acquisition data;
a first analysis module 803, configured to learn, according to the face collection data, a region of interest and a region set of a face block at each moment;
a second analysis module 804, configured to obtain a recovery index of each acupuncture procedure according to the attention area of the facial block at each moment;
a third analysis module 805, configured to calculate a plan quantization evaluation index of the person to be treated according to a preset facial acupuncture treatment plan;
the visual display module 806 is configured to perform online visual display according to the area of interest of the facial block, the treatment times, the quantitative evaluation index, and the recovery index.
In the embodiment of the invention, a system suitable for different structures is realized through a series of modularized designs, and the system can realize closed-loop, reliable and efficient execution through acquisition, analysis and control.
According to a third aspect of embodiments of the present invention, there is provided a computer readable storage medium having stored thereon computer program instructions which, when executed by a processor, implement a method according to any of the first aspect of embodiments of the present invention.
According to a fourth aspect of an embodiment of the present invention, there is provided an electronic device. Fig. 9 is a block diagram of an electronic device in one embodiment of the invention. The electronic equipment shown in fig. 9 is a self-adaptive auxiliary monitoring device for the general facial paralysis acupuncture treatment process. Referring to fig. 9, the electronic device includes a plurality of acquisition devices 901 and a processing device 902; wherein different acquisition devices 901 monitor different areas of a target scene, and the monitoring areas of a plurality of acquisition devices cover the target scene;
each acquisition device 901 is configured to acquire an image of a target scene and identify position information of a moving target in the acquired image;
the processing device 902 comprises a processor 903, a communication interface 904, a memory 905 and a communication bus 906, wherein the processor 903, the communication interface 904, the memory 905 communicate with each other via the communication bus 906,
a memory 905 for storing a computer program;
the processor 903 is configured to implement any of the above-described adaptive auxiliary monitoring method steps for facial paralysis acupuncture treatment provided in the embodiments of the present invention when executing the computer program stored in the memory 905.
The communication bus 906 referred to by the processing device may be a peripheral component interconnect standard (PeripheralComponentInterconnect, PCI) bus or an extended industry standard architecture (ExtendedIndustryStandardArchitecture, EISA) bus, or the like. Communication bus 906 may be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, the figures are shown with only one line, but not with only one bus or one type of bus.
The communication interface 904 is used for communication between the processing device and other devices described above.
The memory 905 may include random access memory (RandomAccessMemory, RAM) or may include Non-volatile memory (Non-VolatileMemory, NVM), such as at least one disk memory. Optionally, the memory 905 may also be at least one storage device located remotely from the aforementioned processor 903.
The processor 903 may be a general-purpose processor, including a Central processing unit (Central ProcessingUnit, CPU), a network processor (NetworkProcessor, NP), and the like; but may also be a digital signal processor (DigitalSignalProcessing, DSP), an application specific integrated circuit (ApplicationSpecificIntegratedCircuit, ASIC), a Field programmable gate array (Field-ProgrammableGateArray, FPGA) or other programmable logic device, a discrete gate or transistor logic device, or a discrete hardware component.
The technical scheme provided by the embodiment of the invention can comprise the following beneficial effects:
in the scheme of the invention, an online monitoring device is provided, and the recovery index in the treatment process is determined through online monitoring information.
In the scheme of the invention, the recovery index and the self-adaptive monitoring evaluation are combined, the scheme quantification evaluation index is realized, and the recommendation of different schemes is carried out.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, magnetic disk storage, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (10)
1. The self-adaptive auxiliary monitoring method for the facial paralysis acupuncture treatment process is characterized by comprising the following steps of:
marking the face area to be concerned with the color and recording the current treatment times;
the set range and the collected pixels continuously collect the face state for 10 minutes before and after acupuncture and store the face state as face collection data;
acquiring the attention area and the area set of the face block at each moment according to the face acquisition data;
obtaining a recovery index of each acupuncture process according to the concerned area of the face block at each moment;
calculating a scheme quantitative evaluation index of a person to be treated according to a preset facial acupuncture treatment scheme;
and performing online visual display according to the concerned area of the face block, the treatment times, the quantitative evaluation index and the recovery index.
2. The method for adaptively assisting in monitoring and controlling the facial paralysis acupuncture treatment process according to claim 1, wherein the step of marking the facial region to be focused with the color and recording the current treatment times comprises the following steps:
determining a region of facial interest on-line by a physician;
and drawing the corresponding face area to be focused in an alternating mode by different colors according to the area range.
3. The adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to claim 1, wherein the set range and the collected pixels continuously collect facial states for 10 minutes before and after acupuncture, store the facial states as facial collection data, and specifically comprise:
a set range and an acquired pixel;
facial state acquisition is carried out for 10 minutes continuously before acupuncture and moxibustion, and the facial state acquisition is stored as first data;
collecting the face state of the patient for 10 minutes after acupuncture and storing the face state as second data;
and extracting pictures from the photographed video according to the first data and the second data at preset intervals, and storing the pictures as face acquisition data.
4. The method for adaptively assisting in monitoring and controlling the facial paralysis acupuncture treatment process according to claim 1, wherein the acquiring of the data from the face obtains the area of interest and the area set of the face block at each moment, specifically comprising:
marking the eyebrow position as an origin position in a virtual coordinate system in the face acquisition data;
determining a face in a virtual coordinate system according to the real length and width calibration of the face according to the original point position, and performing block division, wherein the face block division comprises a left eye area, a right eye area, a left face area, a right face area, a mouth area and a nose area;
recording the current area of interest;
the region in the face block division included in the current attention area is recorded as a set element and stored as a region set.
5. The method for adaptively assisting in monitoring and controlling the facial paralysis therapeutic procedure according to claim 1, wherein said obtaining the recovery index of each acupuncture procedure according to the area of interest of the facial area at each moment comprises:
acquiring the area of the face block at each moment;
calculating the area change frequency by using a first calculation formula;
calculating the maximum amplitude in the monitoring period by using a second calculation formula;
calculating a recovery index of each acupuncture process by using a third calculation formula;
the first calculation formula is as follows:
Q-H G >Y
wherein Q is the maximum value of the area of interest; h G Y is an area change judgment margin for the attention area at a certain moment;
the second calculation formula is as follows:
Z＝MAX(Q-H G )
wherein Z is the maximum amplitude in the monitoring period, and MAX () is the maximum change area extraction function;
the third calculation formula is as follows:
H＝(Z 1 -Z 0 )÷Z 0 +(C 1 -C 0 )÷C 0
wherein H is the recovery index, Z 0 For the maximum amplitude, Z, in the monitoring period before acupuncture 1 For the maximum amplitude in the monitoring period after acupuncture, C 0 C is the frequency of area change before acupuncture 1 The area change frequency after acupuncture is the frequency.
6. The adaptive auxiliary monitoring method for facial paralysis acupuncture treatment process according to claim 1, wherein the calculating of the plan quantitative evaluation index of the person to be treated according to the preset facial acupuncture treatment plan specifically comprises:
acquiring all preset facial acupuncture treatment schemes;
according to the historical data of the face acquisition data, extracting the current treatment times, the concerned area of the face block, the total face area of the person to be treated and the area set which are obtained before each treatment;
judging whether any two treated persons meet a fourth calculation formula, and if so, considering the treated persons to belong to the same comparison analysis group;
judging each treatment scheme corresponding to the treated person of the same comparison analysis group of the current treated person, and calculating scheme quantification evaluation indexes by utilizing a fifth calculation formula;
the fourth calculation formula is as follows:
wherein P is 1 And P 0 The number of treatments for treatment person 1 and treatment person 0, { M 1 Sum { M } 0 Region set of therapist 1 and therapist 0 in order, and Q1 and Q0 are the areas of interest of the facial regions of therapist 1 and therapist 0 in order, S z1 And S is z0 The total face areas of the therapist 1 and the therapist 0 are sequentially shown,KL is a preset same group margin;
the fifth calculation formula is:
wherein F is a scheme quantitative evaluation index, H i For the recovery index of the ith treated person, n is the total number of treated persons for a regimen in the same comparative analysis group.
7. The method for adaptively assisting in monitoring and controlling the facial paralysis acupuncture treatment process according to claim 1, wherein the online visual display is performed according to the area of interest of the facial area, the treatment times, the quantitative evaluation index and the recovery index, and the method specifically comprises:
acquiring a concerned area, treatment times and a recovery index of the face block;
marking a region of interest of a face block in the current facial photograph;
forming a visual recovery curve by taking the treatment times as a horizontal axis and the recovery index as a vertical axis;
and displaying each facial acupuncture treatment scheme to medical staff from large to small according to the current quantitative evaluation index.
8. A facial paralysis acupuncture treatment process adaptive auxiliary monitoring system for implementing the method of any one of claims 1-7, the system comprising:
a color marking module for marking the face area to be concerned with the color and recording the current treatment times;
the information acquisition module is used for setting a range and acquiring pixels, continuously acquiring the face state for 10 minutes before and after acupuncture and storing the face state as face acquisition data;
the first analysis module is used for acquiring the attention area and the area set of the face block at each moment according to the face acquisition data;
the second analysis module is used for obtaining a recovery index of each acupuncture process according to the attention area of the face block at each moment;
the third analysis module is used for calculating a scheme quantitative evaluation index of the person to be treated according to a preset facial acupuncture treatment scheme;
and the visual display module is used for carrying out online visual display according to the concerned area of the face block, the treatment times, the quantitative evaluation index and the recovery index.
9. A computer readable storage medium, on which computer program instructions are stored, which computer program instructions, when executed by a processor, implement the method of any of claims 1-7.
10. An electronic device comprising a memory and a processor, wherein the memory is configured to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method of any of claims 1-7.
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