Method, device and computer equipment for functional assessment of sphincter

Abstract

The application relates to a method and device for evaluating the function of a sphincter and a computer device. The method comprises the following steps: acquiring each test scheme of the sphincter and initial double-signal change information of the sphincter, collecting test double-signal change information of the sphincter corresponding to each test scheme based on the test schemes; identifying double-signal difference information of the sphincter through a sphincter signal analysis strategy based on the initial double-signal change information and the test double-signal change information; identifying a current function evaluation result of the sphincter through a sphincter function evaluation strategy based on the double-signal difference information of the sphincter; and generating a function evaluation report of the sphincter based on the current function evaluation result of the sphincter. The method can improve the accuracy of the function evaluation of the sphincter.

Description

Technical Field

[0001] This application relates to the fields of intelligent medical care and signal detection technology, and in particular to a method, apparatus and computer device for assessing the function of a sphincter. Background Technology

[0002] Oddi sphincter manometry (SOM) is the gold standard for diagnosing Oddi sphincter dysfunction (SOD). However, the measurement is usually performed under anesthesia, which may alter the Oddi sphincter pressure signal. Furthermore, a single pressure signal cannot accurately and comprehensively reflect the functional status of the Oddi sphincter. Therefore, improving the accuracy of sphincter manometry is a current research focus.

[0003] Existing technologies typically use needle electrodes to measure sphincter pressure, but this method is prone to Oddi sphincter injury, and the electrophysiological signal measuring device is separated from the pressure measuring catheter, making the operation complex and difficult to achieve stable and synchronous dual-parameter acquisition in a clinical endoscopic environment, resulting in poor accuracy in sphincter function assessment. Summary of the Invention

[0004] Therefore, it is necessary to provide a method, apparatus, computer device, computer-readable storage medium, and computer program product for assessing the function of sphincter muscles in response to the above-mentioned technical problems.

[0005] Firstly, this application provides a method for assessing the function of a sphincter, including:

[0006] Acquire each test scheme for the sphincter and the initial dual signal change information of the sphincter, and based on each test scheme, collect the test dual signal change information of the sphincter corresponding to each test scheme;

[0007] Based on the initial dual-signal change information and the test dual-signal change information, the dual-signal difference information of the sphincter is identified through the sphincter signal analysis strategy, and based on the dual-signal difference information of the sphincter, the current functional assessment result of the sphincter is identified through the sphincter function assessment strategy.

[0008] Based on the current functional assessment results of the sphincter, a functional assessment report of the sphincter is generated.

[0009] Optionally, based on each of the test schemes, the acquisition of dual-signal change information of the sphincter corresponding to each test scheme includes:

[0010] For each test plan, identify the test process corresponding to the test plan, and in response to the staff's test acquisition operation, obtain the dual signal acquisition information corresponding to the test process;

[0011] Identify the test targets corresponding to each test operation in the test process, and arrange the dual signal acquisition information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test scheme.

[0012] Optionally, the step of identifying the dual-signal difference information of the sphincter based on the initial dual-signal change information and each of the test dual-signal change information, using a sphincter signal analysis strategy, includes:

[0013] For each test plan, obtain the environmental condition information corresponding to the test plan, and based on the environmental condition information, identify the environmental interference level value corresponding to the environmental condition information through the environmental interference analysis strategy of the test plan;

[0014] Based on the initial dual-signal change information, the test dual-signal change information corresponding to the test scheme, and the environmental interference level value corresponding to the environmental condition information, the dual-signal deviation distribution information of the test scheme is identified, and based on the dual-signal deviation distribution information and the environmental interference level value, the dual-signal difference information of the sphincter is identified through a difference recognition network.

[0015] Optionally, the step of identifying the current functional assessment result of the sphincter based on the dual-signal difference information of the sphincter through a sphincter function assessment strategy includes:

[0016] For each test plan, based on the test objectives corresponding to the test plan, the sub-function assessment strategy corresponding to the test plan is queried through the sphincter function assessment database;

[0017] Based on the dual-signal difference information of the sphincter, the current sub-function evaluation results corresponding to the test plan are identified through the sub-function evaluation strategy corresponding to the test plan.

[0018] The current functional evaluation results of each sub-function corresponding to all test schemes are taken as the current functional evaluation results of the sphincter.

[0019] Optionally, based on the dual-signal difference information of the sphincter, the identification of the current sub-function evaluation results corresponding to the test scheme through the sub-function evaluation strategy corresponding to the test scheme includes:

[0020] The sub-function evaluation strategy is broken down into indicator evaluation schemes corresponding to each test target, and the current signal difference data of each signal difference type is identified based on the dual signal difference information.

[0021] Identify the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generate the target evaluation value of each test target through each indicator evaluation scheme;

[0022] The target evaluation value of each of the test objectives is used as the evaluation result of each sub-current function corresponding to the test scheme.

[0023] Optionally, generating a functional assessment report for the sphincter based on the current functional assessment results of the sphincter includes:

[0024] Identify the sphincter function type corresponding to each of the test targets, and based on the target evaluation value of each of the test targets and the sphincter function type corresponding to each of the test targets, generate the current functional evaluation content of each sphincter function type through a text generation network;

[0025] Based on the current functional assessment content of each sphincter function type, a functional assessment report of the sphincter is generated through a semantic analysis network.

[0026] Secondly, this application also provides a sphincter function assessment device, comprising:

[0027] The acquisition module is used to acquire each test scheme of the sphincter and the initial dual signal change information of the sphincter, and based on each test scheme, to collect the test dual signal change information of the sphincter corresponding to each test scheme.

[0028] The identification module is used to identify the dual-signal difference information of the sphincter based on the initial dual-signal change information and the dual-signal change information of each test, through a sphincter signal analysis strategy, and to identify the current functional assessment result of the sphincter based on the dual-signal difference information of the sphincter through a sphincter function assessment strategy.

[0029] A generation module is used to generate a functional assessment report of the sphincter based on the current functional assessment results of the sphincter.

[0030] Optionally, the acquisition module is specifically used for:

[0031] For each test plan, identify the test process corresponding to the test plan, and in response to the staff's test acquisition operation, obtain the dual signal acquisition information corresponding to the test process;

[0032] Identify the test targets corresponding to each test operation in the test process, and arrange the dual signal acquisition information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test scheme.

[0033] Optionally, the identification module is specifically used for:

[0034] For each test plan, obtain the environmental condition information corresponding to the test plan, and based on the environmental condition information, identify the environmental interference level value corresponding to the environmental condition information through the environmental interference analysis strategy of the test plan;

[0035] Based on the initial dual-signal change information, the test dual-signal change information corresponding to the test scheme, and the environmental interference level value corresponding to the environmental condition information, the dual-signal deviation distribution information of the test scheme is identified, and based on the dual-signal deviation distribution information and the environmental interference level value, the dual-signal difference information of the sphincter is identified through a difference recognition network.

[0036] Optionally, the identification module is specifically used for:

[0037] For each test plan, based on the test objectives corresponding to the test plan, the sub-function assessment strategy corresponding to the test plan is queried through the sphincter function assessment database;

[0038] Based on the dual-signal difference information of the sphincter, the current sub-function evaluation results corresponding to the test plan are identified through the sub-function evaluation strategy corresponding to the test plan.

[0039] The current functional evaluation results of each sub-function corresponding to all test schemes are taken as the current functional evaluation results of the sphincter.

[0040] Optionally, the identification module is specifically used for:

[0041] The sub-function evaluation strategy is broken down into indicator evaluation schemes corresponding to each test target, and the current signal difference data of each signal difference type is identified based on the dual signal difference information.

[0042] Identify the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generate the target evaluation value of each test target through each indicator evaluation scheme;

[0043] The target evaluation value of each of the test objectives is used as the evaluation result of each sub-current function corresponding to the test scheme.

[0044] Optionally, the generation module is specifically used for:

[0045] Identify the sphincter function type corresponding to each of the test targets, and based on the target evaluation value of each of the test targets and the sphincter function type corresponding to each of the test targets, generate the current functional evaluation content of each sphincter function type through a text generation network;

[0046] Based on the current functional assessment content of each sphincter function type, a functional assessment report of the sphincter is generated through a semantic analysis network.

[0047] Thirdly, this application provides a computer device. The computer device includes a memory and a processor, the memory storing a computer program, and the processor executing the computer program to implement the steps of the method described in any one of the first aspects.

[0048] Fourthly, this application provides a computer-readable storage medium having a computer program stored thereon that, when executed by a processor, implements the steps of the method described in any one of the first aspects.

[0049] Fifthly, this application provides a computer program product. The computer program product includes a computer program that, when executed by a processor, implements the steps of the method described in any one of the first aspects.

[0050] The aforementioned sphincter function assessment method, device, and computer equipment acquire various test protocols for the sphincter and initial dual-signal change information of the sphincter. Based on each test protocol, they collect test dual-signal change information of the sphincter corresponding to each test protocol. Based on the initial dual-signal change information and each test dual-signal change information, a sphincter signal analysis strategy identifies the dual-signal difference information of the sphincter. Based on the dual-signal difference information of the sphincter, a sphincter function assessment strategy identifies the current function assessment result of the sphincter. Based on the current function assessment result of the sphincter, a sphincter function assessment report is generated. This solution, through the innovative application of simultaneous, same-point testing of dual-signal change information, avoids the problems of not being able to ensure that the electrical signal and pressure signal originate from the same precise location of the sphincter, and the complexity of operation, making it difficult to achieve stable and synchronous dual-parameter acquisition in a clinical endoscopic environment, compared to the traditional dual-separation method. After data collection, this solution combines multiple testing methods to perform differential analysis of dual signal changes, thereby comprehensively evaluating sphincter function from different perspectives. This avoids the inefficiency and errors of traditional manual analysis. Furthermore, the dynamic, multi-condition, dual-parameter comprehensive evaluation system provided by this solution can more sensitively and accurately capture the pathophysiological changes of the sphincter, thus effectively improving the accuracy of sphincter function assessment. Attached Figure Description

[0051] To more clearly illustrate the technical solutions in the embodiments or related technologies of this application, the accompanying drawings used in the description of the embodiments or related technologies will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of this application. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0052] Figure 1 This is a flowchart illustrating a method for assessing sphincter function in one embodiment;

[0053] Figure 2 This is a flowchart illustrating an example of sphincter function assessment in one embodiment;

[0054] Figure 3 This is a structural block diagram of a sphincter function assessment device in one embodiment;

[0055] Figure 4 This is an internal structural diagram of a computer device in one embodiment. Detailed Implementation

[0056] To make the objectives, technical solutions, and advantages of this application clearer, the following detailed description is provided in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative and not intended to limit the scope of this application.

[0057] The sphincter function assessment method provided in this application can be applied to a sphincter function assessment system. This system can be used with a terminal, which can be, but is not limited to, various personal computers, laptops, mid-range computers, etc. The terminal innovatively applies a simultaneous, same-point testing method for dual signal changes. Compared to the traditional dual-separation method, this avoids the problem of not being able to ensure that the electrical and pressure signals originate from the same precise location of the sphincter, and the complexity of operation, making it difficult to achieve stable and synchronous dual-parameter acquisition in a clinical endoscopic environment. After acquisition, this method combines multiple testing schemes to perform differential analysis of dual signal changes, thereby comprehensively assessing sphincter function from different angles. This avoids the inefficiency and error problems of traditional manual analysis. Through the dynamic, multi-condition, dual-parameter comprehensive assessment system provided by this method, the pathophysiological changes of the sphincter can be captured more sensitively and accurately, thus effectively improving the accuracy of sphincter function assessment.

[0058] In one exemplary embodiment, such as Figure 1 As shown, a method for assessing the function of a sphincter is provided. Taking the application of this method to a terminal as an example, the method includes the following steps S101 to S103. Wherein:

[0059] Step S101: Obtain each test protocol for the sphincter and the initial dual signal change information of the sphincter, and based on each test protocol, collect the test dual signal change information of the sphincter corresponding to each test protocol.

[0060] In this embodiment, the terminal responds to the staff's protocol upload operation and obtains various test protocols for the sphincter function test that the staff needs to perform. These test protocols utilize a device capable of simultaneously detecting electrophysiological and pressure signals of the user's sphincter at the same location within the body. This device can be a sphincter electrophysiological and pressure measurement synchronous recording device. The test protocol includes the staff's test procedure and the different test objectives within that procedure. The test objective is to test different functions of the user's sphincter function. This objective is characterized by the dual-signal change information at different locations of the sphincter. For example, in this test protocol, the subject fasts for 12 hours and abstains from water for 4 hours before the procedure. The ambient temperature is maintained at 24-28°C. Under intravenous anesthesia, an Olympus T240 therapeutic electronic duodenoscope (outer diameter 12.6 mm; working channel 4.2 mm) is inserted into the descending duodenum and straightened. After identifying the duodenal papilla and its opening, a WillOddi (sphincter of Oddi, SO) n-Cook ERCP catheter (a dedicated catheter for Endoscopic Retrograde Cholangiopancreatography, ERCP) was inserted into the sphincter of Oddi (SO). Bile was aspirated to confirm entry into the bile duct. A blue Zebra guidewire was advanced approximately 15 cm into the bile duct through the ERCP catheter. The ERCP catheter was withdrawn, and then a human sphincter of Oddi electrophysiological and manometry monitoring device was introduced along the guidewire into the sphincter of Oddi. Recorded electrophysiological parameters included sphincter of Oddi MA and sphincter of Oddi MF; manometry parameters included sphincter of Oddi BP, sphincter of Oddi CA, and sphincter of Oddi CF. Electrophysiological signals were amplified and recorded using an RM6240 multichannel physiological recording system, while manometry signals were recorded using a Meditronic multichannel biliary manometry system. Then, the terminal records the distribution information of several signal changes and pressure measurement signals of the sphincter muscle under normal conditions (i.e., no external stimulation and the user is fasting), obtaining initial dual-signal change information. Next, in response to the signal acquisition operations at various locations on the sphincter muscle during each test plan, the terminal collects sub-dual-signal change information at different locations and uses the position information of all locations, along with the sub-dual-signal change information, as the test dual-signal change information for the sphincter muscle corresponding to each test plan. The position information at these locations can be the distance information from the marked location (medial sphincter, lateral sphincter, sphincter annulus, etc.) or the coordinate position information under preset coordinate system conditions.

[0061] Step S102: Based on the initial dual-signal change information and the dual-signal change information of each test, the dual-signal difference information of the sphincter is identified through the sphincter signal analysis strategy, and based on the dual-signal difference information of the sphincter, the current functional assessment result of the sphincter is identified through the sphincter function assessment strategy.

[0062] In this embodiment, the terminal, based on initial dual-signal change information and dual-signal change information from each test, identifies the dual-signal difference information of the sphincter through a sphincter signal analysis strategy. Based on this difference, it then identifies the current functional assessment result of the sphincter through a sphincter function assessment strategy. The sphincter signal analysis strategy involves identifying the deviation between the test dual-signal change information and the initial dual-signal change information, adjusting the deviation using interference factors from environmental conditions during the test, and finally identifying the dual-signal difference information corresponding to this deviation. This difference information includes the difference characteristics of electromyographic signals and pressure signals, such as differences in fluctuation frequency, fluctuation range, and fluctuation trend. The specific identification process will be explained in detail later. The sphincter function assessment strategy applies different functional assessment methods from the perspective of the test targets corresponding to different sphincter functions, combining the collected dual-signal difference information to analyze and judge the sphincter function. The specific assessment process will be explained in detail later.

[0063] Step S103: Based on the current functional assessment results of the sphincter, generate a functional assessment report of the sphincter.

[0064] In this embodiment, the terminal generates a sphincter function assessment report based on the current function assessment results of the sphincter. This assessment report can be in a combination of text and icons. The report content includes not only the specific numerical values ​​obtained after the assessment, but also the functional assessment text content after interpreting those values. The specific generation process will be explained in detail later.

[0065] Based on the above scheme, this innovative approach utilizes simultaneous, same-location testing of dual signal changes. Compared to traditional dual-separation methods, this avoids the problems of not being able to ensure that the electrical and pressure signals originate from the same precise location within the sphincter, and the complexity of the operation, making it difficult to achieve stable and synchronous dual-parameter acquisition in a clinical endoscopic environment. After acquisition, this scheme combines multiple testing methods to perform differential analysis of dual signal changes, thereby comprehensively evaluating sphincter function from different perspectives. This avoids the inefficiency and errors of traditional manual analysis. Furthermore, the dynamic, multi-condition, dual-parameter comprehensive evaluation system provided by this scheme can more sensitively and accurately capture the pathophysiological changes of the sphincter, effectively improving the accuracy of sphincter function assessment.

[0066] Optionally, based on each test plan, the test dual signal change information of the sphincter corresponding to each test plan is collected, including: for each test plan, identifying the test process corresponding to the test plan, and responding to the test collection operation of the staff to obtain the dual signal collection information corresponding to the test process; identifying the test target corresponding to each test operation of the test process, and arranging the dual signal collection information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test plan.

[0067] In this embodiment, the terminal identifies the test procedure corresponding to each test plan and responds to the operator's test data acquisition operation to obtain dual-signal acquisition information corresponding to the test procedure. This dual-signal acquisition information includes electromechanical physiological signals and pressure signal changes obtained by the operator after acquiring signals from different locations on the sphincter during the test procedure.

[0068] Then, the terminal identifies the test targets corresponding to each test operation in the test process, and arranges the dual-signal acquisition information according to the order of the test operations corresponding to each test target to obtain the sphincter test dual-signal change information corresponding to the test plan. This test plan includes multiple test targets, each corresponding to a test stage in the test process, and each test stage corresponding to a test operation. Based on this correspondence, the terminal identifies the test targets corresponding to each test operation by querying the test stages corresponding to each test operation and the test targets corresponding to each test stage.

[0069] Based on the above scheme, after identifying the test targets of each test operation in each test scheme, the dual signal acquisition information corresponding to different test targets is adapted, thereby focusing on summarizing the dual signal acquisition information from the perspective of the test target, thus improving the accuracy of identifying the dual signal changes of the test target.

[0070] Optionally, based on the initial dual-signal change information and the dual-signal change information of each test, a sphincter signal analysis strategy is used to identify the dual-signal difference information of the sphincter. This includes: for each test scheme, obtaining the environmental condition information corresponding to the test scheme, and based on the environmental condition information, identifying the environmental interference level value corresponding to the environmental condition information through an environmental interference analysis strategy for the test scheme; based on the initial dual-signal change information, the dual-signal change information of the test scheme, and the environmental interference level value corresponding to the environmental condition information, and based on the dual-signal deviation distribution information and the environmental interference level value, identifying the dual-signal difference information of the sphincter through a difference recognition network.

[0071] In this embodiment, the terminal acquires environmental condition information corresponding to each test plan, and based on this information, identifies the environmental interference level value corresponding to the environmental condition information through an environmental interference analysis strategy for the test plan. This environmental condition information refers to environmental factors that can affect sphincter pressure and electrophysiological signals, such as temperature and the user's physical condition. The environmental interference analysis strategy is a conversion strategy that transforms environmental factor data into interference level values. Specifically, the terminal, based on the factor data of each environmental factor, converts the factor data of each environmental factor into an environmental interference level value through a pre-set data conversion function for each environmental factor on the terminal. This data conversion function can be a phase ratio value between the environmental factor data obtained by staff through extensive data analysis, clinical trial verification, and comparative calculations, and the environmental interference level value. This phase ratio value can be the ratio between the range of different factor data and the range of environmental interference level values. The environmental interference level value represents the adjustment amount of the signal value, and this adjustment amount includes positive and negative values.

[0072] Next, based on the initial dual-signal change information and the test dual-signal change information corresponding to the test plan, the terminal identifies the dual-signal deviation distribution information of the test plan. Based on this dual-signal deviation distribution information and the environmental interference level value, it identifies the dual-signal difference information of the sphincter through a difference recognition network. The dual-signal deviation distribution information represents the distribution of deviation values ​​between the initial dual-signal change information and the test dual-signal change information. This difference recognition network is a data analysis network based on an AI artificial intelligence model, such as the Gemini model, used to analyze the difference characteristics corresponding to different deviation ranges. These difference characteristics include, but are not limited to, trend difference characteristics, range difference characteristics, and fluctuation difference characteristics. The dual-signal deviation distribution information is obtained by calculating the difference between the initial dual-signal change information and the test dual-signal change information, and then adding the environmental interference level value.

[0073] Based on the above scheme, by combining environmental factors, the signal change information is adjusted, thus avoiding the problem of environmental conditions affecting the accuracy of detection information. Furthermore, the difference information identified by this scheme is not limited to the deviation value, but also the difference characteristics corresponding to the deviation value, thereby enabling effective, comprehensive, and accurate analysis of the deviation of dual signal information.

[0074] Optionally, based on the dual-signal difference information of the sphincter, the current functional assessment result of the sphincter is identified through a sphincter function assessment strategy, including: for each test plan, based on each test objective corresponding to the test plan, querying the sub-functional assessment strategy corresponding to the test plan through the sphincter function assessment database; based on the dual-signal difference information of the sphincter, identifying the current sub-functional assessment result corresponding to each test plan through the sub-functional assessment strategy corresponding to the test plan; and taking the current sub-functional assessment results corresponding to all test plans as the current functional assessment result of the sphincter.

[0075] In this embodiment, for each test plan, the terminal queries the sub-function evaluation strategy corresponding to the test plan through the sphincter function evaluation database, based on the test objectives corresponding to the test plan. This sub-function evaluation strategy includes indicator evaluation schemes for evaluating different test objectives. The terminal uses each indicator evaluation scheme to evaluate each difference feature from the perspective of different test objectives, generating indicator evaluation values. Therefore, all indicator evaluation values ​​for each test indicator are used as the evaluation result of each sub-function corresponding to the test plan.

[0076] Then, based on the dual-signal difference information of the sphincter, the terminal identifies the current function evaluation results of each sub-function corresponding to the test plan through the sub-function evaluation strategy corresponding to the test plan. The specific identification process will be explained in detail later. Finally, the terminal uses the current function evaluation results of each sub-function corresponding to all test plans as the current function evaluation result of the sphincter.

[0077] Based on the above scheme, by evaluating the different characteristics of different test objectives using indicators, the current functional evaluation results are generated, thereby improving the accuracy and comprehensiveness of the evaluation of each test scheme.

[0078] Optionally, based on the dual-signal difference information of the sphincter, the current function evaluation results corresponding to each sub-function of the test plan are identified through the sub-function evaluation strategy corresponding to the test plan. This includes: breaking down the sub-function evaluation strategy into indicator evaluation schemes corresponding to each test target, and identifying the current signal difference data of each signal difference type based on the dual-signal difference information; identifying the target signal difference types applicable to each indicator evaluation scheme, and generating the target evaluation value of each test target based on the current signal difference data of each target signal difference type through each indicator evaluation scheme; and using the target evaluation value of each test target as the current function evaluation result of each sub-function corresponding to the test plan.

[0079] In this embodiment, the terminal breaks down the sub-function evaluation strategy into indicator evaluation schemes corresponding to each test target, and identifies the current signal difference data of each signal difference type based on dual signal difference information. The signal difference type includes, but is not limited to, range difference type, trend difference type, and fluctuation difference type.

[0080] Then, the terminal identifies the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generates a target evaluation value for each test target through each indicator evaluation scheme. Since different test targets test different functions of the sphincter, the indicator evaluation scheme for each test target may evaluate one or more of the aforementioned signal difference types. Specifically, the evaluation scheme includes a sub-evaluation scheme for each target signal difference type, and each sub-evaluation scheme includes multiple evaluation values ​​and their correspondence with signal difference data ranges. The terminal identifies the signal difference data range to which the current signal difference data belongs through the current signal difference data for each signal difference type, and then identifies the evaluation value corresponding to that signal difference data range through the aforementioned correspondence, using this evaluation value as the target evaluation value for that target signal difference type.

[0081] Finally, the terminal uses the target evaluation value of each test objective as the evaluation result of each sub-function corresponding to the test plan.

[0082] Based on the above scheme, by evaluating the indicators from the perspective of different detection targets, target evaluation values ​​are generated, which not only improves the comprehensiveness of the functional evaluation of the sphincter, but also effectively improves the precision of the functional evaluation of the sphincter.

[0083] Optionally, based on the current functional assessment results of the sphincter, a functional assessment report of the sphincter is generated, including: identifying the sphincter function type corresponding to each test target, and generating the current functional assessment content of each sphincter function type through a text generation network based on the target assessment value of each test target and the sphincter function type corresponding to each test target; and generating the sphincter function assessment report through a semantic analysis network based on the current functional assessment content of each sphincter function type.

[0084] In this embodiment, the terminal identifies the sphincter function type corresponding to each test target. Based on the target evaluation value of each test target and the corresponding sphincter function type, it generates the current functional evaluation content for each sphincter function type through a text generation network. Finally, based on the current functional evaluation content for each sphincter function type, the terminal generates a sphincter function evaluation report through a semantic analysis network. Both the text generation network and the semantic analysis network are neural networks based on large language models in natural language processing. The text generation network combines the sphincter function type and the target evaluation value of the test target to first identify the current functional level of the sphincter function corresponding to the target evaluation value, and then analyzes and generates the current actual function of the sphincter based on this current functional level. For example, if the current actual functional level of the sphincter's contraction function is 80%, the generated current actual function might be that it is unable to effectively intercept excrement with high water content. The semantic analysis network combines the current actual functions of different sphincter functions to analyze and evaluate the overall function of the sphincter, thereby generating text-based evaluation content.

[0085] Based on the above scheme, the functional assessment report generated by this scheme is not limited to traditional assessment values ​​and sphincter function types, but also includes interpretable assessment content of the functional assessment values. This makes it easier for staff to understand the functional assessment values ​​more efficiently and intuitively, and improves the accuracy and comprehensiveness of the functional assessment report.

[0086] This application also provides an example of sphincter function assessment, such as... Figure 2 As shown, the specific processing procedure includes the following steps:

[0087] Step S201: Obtain the various test protocols for the sphincter and the initial dual signal change information of the sphincter.

[0088] Step S202: For each test plan, identify the test process corresponding to the test plan, and in response to the staff's test acquisition operation, obtain the dual signal acquisition information corresponding to the test process.

[0089] Step S203: Identify the test targets corresponding to each test operation in the test process, and arrange the dual signal acquisition information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test plan.

[0090] Step S204: For each test plan, obtain the environmental condition information corresponding to the test plan, and based on the environmental condition information, identify the environmental interference level value corresponding to the environmental condition information through the environmental interference analysis strategy of the test plan.

[0091] Step S205: Based on the initial dual-signal change information, the test dual-signal change information corresponding to the test scheme, and the environmental interference level value corresponding to the environmental conditions, identify the dual-signal deviation distribution information of the test scheme, and based on the dual-signal deviation distribution information and the environmental interference level value, identify the dual-signal difference information of the sphincter through the difference recognition network.

[0092] Step S206: For each test plan, based on the test objectives corresponding to the test plan, query the sub-function assessment strategy corresponding to the test plan through the sphincter function assessment database.

[0093] Step S207: Based on the dual-signal difference information of the sphincter, the current function evaluation results of each sub-function corresponding to the test plan are identified through the sub-function evaluation strategy corresponding to the test plan.

[0094] Step S208: Use the current functional evaluation results of each sub-function corresponding to all test schemes as the current functional evaluation results of the sphincter.

[0095] Step S209: The sub-function evaluation strategy is broken down into indicator evaluation schemes corresponding to each test target, and the current signal difference data of each signal difference type is identified based on the dual signal difference information.

[0096] Step S210: Identify the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generate the target evaluation value of each test target through each indicator evaluation scheme.

[0097] Step S211: The target evaluation value of each test objective is used as the evaluation result of each sub-function corresponding to the test plan.

[0098] Step S212: Identify the sphincter function type corresponding to each test target, and based on the target evaluation value of each test target and the sphincter function type corresponding to each test target, generate the current functional evaluation content of each sphincter function type through a text generation network.

[0099] Step S213: Based on the current functional assessment content of each sphincter function type, generate a sphincter function assessment report through a semantic analysis network.

[0100] It should be understood that although the steps in the flowcharts of the embodiments described above are shown sequentially according to the arrows, these steps are not necessarily executed in the order indicated by the arrows. Unless explicitly stated herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least some steps in the flowcharts of the embodiments described above may include multiple steps or multiple stages. These steps or stages are not necessarily completed at the same time, but can be executed at different times. The execution order of these steps or stages is not necessarily sequential, but can be performed alternately or in turn with other steps or at least some of the steps or stages of other steps.

[0101] Based on the same inventive concept, this application also provides a sphincter function assessment device for implementing the sphincter function assessment method described above. The solution provided by this device is similar to the solution described in the above method; therefore, the specific limitations of one or more sphincter function assessment device embodiments provided below can be found in the limitations of the sphincter function assessment method described above, and will not be repeated here.

[0102] In one exemplary embodiment, such as Figure 3 As shown, a sphincter function assessment device is provided, comprising: an acquisition module 310, an identification module 320, and a generation module 330, wherein:

[0103] The acquisition module 310 is used to acquire each test plan of the sphincter and the initial dual signal change information of the sphincter, and based on each test plan, to collect the test dual signal change information of the sphincter corresponding to each test plan.

[0104] The identification module 320 is used to identify the dual signal difference information of the sphincter based on the initial dual signal change information and each of the test dual signal change information, through a sphincter signal analysis strategy, and to identify the current functional assessment result of the sphincter based on the dual signal difference information of the sphincter through a sphincter function assessment strategy.

[0105] The generation module 330 is used to generate a functional assessment report of the sphincter based on the current functional assessment results of the sphincter.

[0106] Optionally, the acquisition module 310 is specifically used for:

[0107] For each test plan, identify the test process corresponding to the test plan, and in response to the staff's test acquisition operation, obtain the dual signal acquisition information corresponding to the test process;

[0108] Identify the test targets corresponding to each test operation in the test process, and arrange the dual signal acquisition information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test scheme.

[0109] Optionally, the identification module 320 is specifically used for:

[0110] For each test plan, obtain the environmental condition information corresponding to the test plan, and based on the environmental condition information, identify the environmental interference level value corresponding to the environmental condition information through the environmental interference analysis strategy of the test plan;

[0111] Based on the initial dual-signal change information, the test dual-signal change information corresponding to the test scheme, and the environmental interference level value corresponding to the environmental condition information, the dual-signal deviation distribution information of the test scheme is identified, and based on the dual-signal deviation distribution information and the environmental interference level value, the dual-signal difference information of the sphincter is identified through a difference recognition network.

[0112] Optionally, the identification module 320 is specifically used for:

[0113] For each test plan, based on the test objectives corresponding to the test plan, the sub-function assessment strategy corresponding to the test plan is queried through the sphincter function assessment database;

[0114] Based on the dual-signal difference information of the sphincter, the current sub-function evaluation results corresponding to the test plan are identified through the sub-function evaluation strategy corresponding to the test plan.

[0115] The current functional evaluation results of each sub-function corresponding to all test schemes are taken as the current functional evaluation results of the sphincter.

[0116] Optionally, the identification module 320 is specifically used for:

[0117] The sub-function evaluation strategy is broken down into indicator evaluation schemes corresponding to each test target, and the current signal difference data of each signal difference type is identified based on the dual signal difference information.

[0118] Identify the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generate the target evaluation value of each test target through each indicator evaluation scheme;

[0119] The target evaluation value of each of the test objectives is used as the evaluation result of each sub-current function corresponding to the test scheme.

[0120] Optionally, the generation module 330 is specifically used for:

[0121] Identify the sphincter function type corresponding to each of the test targets, and based on the target evaluation value of each of the test targets and the sphincter function type corresponding to each of the test targets, generate the current functional evaluation content of each sphincter function type through a text generation network;

[0122] Based on the current functional assessment content of each sphincter function type, a functional assessment report of the sphincter is generated through a semantic analysis network.

[0123] Each module in the aforementioned sphincter function assessment device can be implemented entirely or partially through software, hardware, or a combination thereof. These modules can be embedded in or independent of the processor in a computer device, or stored in the memory of a computer device as software, so that the processor can call and execute the corresponding operations of each module.

[0124] In one exemplary embodiment, a computer device is provided, which may be a terminal, and its internal structure diagram may be as follows: Figure 4 As shown, the computer device includes a processor, memory, input / output interface, communication interface, display unit, and input device. The processor, memory, and input / output interface are connected via a system bus, and the communication interface, display unit, and input device are also connected to the system bus via the input / output interface. The processor provides computing and control capabilities. The memory includes non-volatile storage media and internal memory. The non-volatile storage media stores the operating system and computer programs. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The input / output interface is used for exchanging information between the processor and external devices. The communication interface is used for wired or wireless communication with external terminals; wireless communication can be achieved through Wi-Fi, mobile cellular networks, NFC (Near Field Communication), or other technologies. When executed by the processor, the computer program implements a method for evaluating the function of a sphincter muscle. The display unit is used to form a visually visible image and can be a display screen, projection device, or virtual reality imaging device. The display screen can be an LCD screen or an e-ink screen. The input device of the computer device can be a touch layer covering the display screen, or buttons, trackballs, or touchpads set on the casing of the computer device, or external keyboards, touchpads, or mice, etc.

[0125] Those skilled in the art will understand that Figure 4The structure shown is merely a block diagram of a portion of the structure related to the present application and does not constitute a limitation on the computer device to which the present application is applied. Specific computer devices may include more or fewer components than those shown in the figure, or combine certain components, or have different component arrangements.

[0126] In one exemplary embodiment, a computer device is provided, including a memory and a processor, the memory storing a computer program, the processor executing the computer program to implement the steps of a sphincter function assessment method.

[0127] In one embodiment, a computer-readable storage medium is provided having a computer program stored thereon, which, when executed by a processor, implements the steps of a method for assessing the function of a sphincter.

[0128] In one embodiment, a computer program product is provided, including a computer program that, when executed by a processor, implements the steps of a method for assessing the function of a sphincter.

[0129] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, data stored, data displayed, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of the relevant data must comply with relevant regulations.

[0130] Those skilled in the art will understand that all or part of the processes in the above embodiments can be implemented by a computer program instructing related hardware. The computer program can be stored in a non-volatile computer-readable storage medium. When executed, the computer program can include the processes of the embodiments described above. Any references to memory, databases, or other media used in the embodiments provided in this application can include at least one of non-volatile and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetic random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM). The databases involved in the embodiments provided in this application may include at least one type of relational database and non-relational database. Non-relational databases may include, but are not limited to, blockchain-based distributed databases. The processors involved in the embodiments provided in this application may be general-purpose processors, central processing units, graphics processing units, digital signal processors, programmable logic devices, quantum computing-based data processing logic devices, etc., and are not limited to these.

[0131] The technical features of the above embodiments can be combined in any way. For the sake of brevity, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

[0132] The embodiments described above are merely illustrative of several implementation methods of this application, and while the descriptions are specific and detailed, they should not be construed as limiting the scope of this patent application. It should be noted that those skilled in the art can make various modifications and improvements without departing from the concept of this application, and these all fall within the protection scope of this application. Therefore, the protection scope of this application should be determined by the appended claims.

Claims

1. A method for assessing the function of a sphincter, characterized in that, The method includes: Acquire each test scheme for the sphincter and the initial dual signal change information of the sphincter, and based on each test scheme, collect the test dual signal change information of the sphincter corresponding to each test scheme; Based on the initial dual-signal change information and the test dual-signal change information, the dual-signal difference information of the sphincter is identified through the sphincter signal analysis strategy, and based on the dual-signal difference information of the sphincter, the current functional assessment result of the sphincter is identified through the sphincter function assessment strategy. Based on the current functional assessment results of the sphincter, a functional assessment report of the sphincter is generated.

2. The method according to claim 1, characterized in that, Based on each of the aforementioned test schemes, the information on the changes in the two signals of the sphincter corresponding to each test scheme is collected, including: For each test plan, identify the test process corresponding to the test plan, and in response to the staff's test acquisition operation, obtain the dual signal acquisition information corresponding to the test process; Identify the test targets corresponding to each test operation in the test process, and arrange the dual signal acquisition information according to the order of the test operations corresponding to each test target to obtain the test dual signal change information of the sphincter corresponding to the test scheme.

3. The method according to claim 2, characterized in that, The step of identifying the dual-signal difference information of the sphincter based on the initial dual-signal change information and each of the test dual-signal change information, through a sphincter signal analysis strategy, includes: For each test plan, obtain the environmental condition information corresponding to the test plan, and based on the environmental condition information, identify the environmental interference level value corresponding to the environmental condition information through the environmental interference analysis strategy of the test plan; Based on the initial dual-signal change information, the test dual-signal change information corresponding to the test scheme, and the environmental interference level value corresponding to the environmental condition information, the dual-signal deviation distribution information of the test scheme is identified, and based on the dual-signal deviation distribution information and the environmental interference level value, the dual-signal difference information of the sphincter is identified through a difference recognition network.

4. The method according to claim 2, characterized in that, The method of identifying the current functional assessment result of the sphincter based on the dual-signal difference information of the sphincter through a sphincter function assessment strategy includes: For each test plan, based on the test objectives corresponding to the test plan, the sub-function assessment strategy corresponding to the test plan is queried through the sphincter function assessment database; Based on the dual-signal difference information of the sphincter, the current sub-function evaluation results corresponding to the test plan are identified through the sub-function evaluation strategy corresponding to the test plan. The current functional evaluation results of each sub-function corresponding to all test schemes are taken as the current functional evaluation results of the sphincter.

5. The method according to claim 4, characterized in that, Based on the dual-signal difference information of the sphincter, the sub-function assessment results corresponding to the test plan are identified through the sub-function assessment strategy corresponding to the test plan, including: The sub-function evaluation strategy is broken down into indicator evaluation schemes corresponding to each test target, and the current signal difference data of each signal difference type is identified based on the dual signal difference information. Identify the target signal difference types applicable to each indicator evaluation scheme, and based on the current signal difference data of each target signal difference type, generate the target evaluation value of each test target through each indicator evaluation scheme; The target evaluation value of each of the test objectives is used as the evaluation result of each sub-current function corresponding to the test scheme.

6. The method according to claim 1, characterized in that, The generation of a sphincter function assessment report based on the current functional assessment results of the sphincter includes: Identify the sphincter function type corresponding to each of the test targets, and based on the target evaluation value of each of the test targets and the sphincter function type corresponding to each of the test targets, generate the current functional evaluation content of each sphincter function type through a text generation network; Based on the current functional assessment content of each sphincter function type, a functional assessment report of the sphincter is generated through a semantic analysis network.

7. A device for assessing the function of a sphincter, characterized in that, The device includes: The acquisition module is used to acquire each test scheme of the sphincter and the initial dual signal change information of the sphincter, and based on each test scheme, to collect the test dual signal change information of the sphincter corresponding to each test scheme. The identification module is used to identify the dual-signal difference information of the sphincter based on the initial dual-signal change information and the dual-signal change information of each test, through a sphincter signal analysis strategy, and to identify the current functional assessment result of the sphincter based on the dual-signal difference information of the sphincter through a sphincter function assessment strategy. A generation module is used to generate a functional assessment report of the sphincter based on the current functional assessment results of the sphincter.

8. A computer device comprising a memory and a processor, wherein the memory stores a computer program, characterized in that, When the processor executes the computer program, it implements the steps of the method according to any one of claims 1 to 6.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by a processor, it implements the steps of the method according to any one of claims 1 to 6.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by a processor, it implements the steps of the method according to any one of claims 1 to 6.

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