CN114305402B - Pure tone audiometric quality evaluation system based on cloud platform - Google Patents
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- 238000013441 quality evaluation Methods 0.000 title claims abstract description 43
- 238000012360 testing method Methods 0.000 claims abstract description 126
- 238000000034 method Methods 0.000 claims abstract description 23
- 230000008569 process Effects 0.000 claims abstract description 20
- 238000011156 evaluation Methods 0.000 claims abstract description 19
- 238000003908 quality control method Methods 0.000 claims abstract description 15
- 238000012076 audiometry Methods 0.000 claims description 24
- 238000004458 analytical method Methods 0.000 claims description 15
- 210000000988 bone and bone Anatomy 0.000 claims description 6
- 230000000873 masking effect Effects 0.000 claims description 6
- 238000007619 statistical method Methods 0.000 claims description 6
- 238000012549 training Methods 0.000 claims description 5
- 238000004891 communication Methods 0.000 claims description 4
- 238000007418 data mining Methods 0.000 claims description 4
- 238000010295 mobile communication Methods 0.000 claims description 4
- 238000012545 processing Methods 0.000 claims description 4
- 206010011878 Deafness Diseases 0.000 claims description 2
- 230000002457 bidirectional effect Effects 0.000 claims description 2
- 238000007621 cluster analysis Methods 0.000 claims description 2
- 238000007405 data analysis Methods 0.000 claims description 2
- 238000011161 development Methods 0.000 claims description 2
- 210000005069 ears Anatomy 0.000 claims description 2
- 238000005516 engineering process Methods 0.000 claims description 2
- 230000006870 function Effects 0.000 claims description 2
- 230000010370 hearing loss Effects 0.000 claims description 2
- 231100000888 hearing loss Toxicity 0.000 claims description 2
- 208000016354 hearing loss disease Diseases 0.000 claims description 2
- 238000010801 machine learning Methods 0.000 claims description 2
- 230000006855 networking Effects 0.000 claims description 2
- 238000007637 random forest analysis Methods 0.000 claims description 2
- 230000004044 response Effects 0.000 claims description 2
- 230000000007 visual effect Effects 0.000 claims description 2
- 208000032041 Hearing impaired Diseases 0.000 abstract description 2
- 238000001514 detection method Methods 0.000 description 9
- 238000010586 diagram Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 230000004075 alteration Effects 0.000 description 1
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- 238000003759 clinical diagnosis Methods 0.000 description 1
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- 238000001303 quality assessment method Methods 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 230000000638 stimulation Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Abstract
The invention discloses a pure-tone audiometric quality evaluation system based on a cloud platform, wherein a management end evaluates the pure-tone audiometric quality of each test end and the quality of pure-tone audiometric level in the industry through a test platform, the test platform randomly generates quality control audiometric values of test frequencies, and obtains an evaluation result by comparing the quality control audiometric values with the difference of the test audiometric values and judging whether an operation process meets requirements, the test platform develops a simulated pure-tone audiometric program based on the cloud server, and is embedded with a quality evaluation module, so that the online real-time recording of the pure-tone audiometric operation process can be realized, the evaluation result is given by the test platform, operators are helped to promote operation skills, the quality level of the whole industry is promoted to be continuously improved, the indoor quality evaluation can be carried out, the blank of effectively establishing a standardized evaluation system in the industry is filled, and good news is brought to hearing impaired people.
Description
Technical Field
The invention belongs to an evaluation system, and particularly relates to a software system for evaluating the detection quality of a pure tone audiometric operator.
Background
The recent release of the world hearing report by the world health organization suggests that ear and hearing health services should be provided to all persons, pure tone audiometry being an important technique for knowing the auditory sensitivity of a subject. In order to ensure the detection quality of pure-tone audiometry, a high-quality reference basis is provided for the establishment of clinical diagnosis and treatment schemes, and a plurality of national standards including stimulation signals, detection equipment, detection methods and the like are issued by the country. However, the stimulus signal and the national standard of the detection device can only ensure that the device operates in a good state, while the national standard of the detection method only provides a standardized operation flow, and cannot ensure that each operator can strictly perform the inspection according to the operation flow. Therefore, the simple national standard is not enough to ensure the detection quality of pure tone audiometry.
Inter-laboratory quality assessment is an activity that utilizes comparisons between different laboratories to determine laboratory capacity, a verification activity that evaluates, oversees, and validates the laboratory's capacity to ensure that it maintains a high level of detection. Therefore, the inter-room quality evaluation of pure-tone audiometry can be carried out to effectively ensure the detection quality of the pure-tone audiometry. In view of the fact that no inter-room quality evaluation tool for pure-tone audiometry is developed at home and abroad at present, the invention provides a brand new evaluation system for quality evaluation of pure-tone audiometry.
Disclosure of Invention
In order to solve the problems, the invention provides the pure tone audiometry quality evaluation system based on the cloud platform, which can establish a standardized evaluation system, is beneficial to improving the pure tone audiometry quality level and realizes online real-time evaluation.
In order to achieve the above purpose, the technical scheme adopted by the invention is as follows: the utility model provides a pure tone audiometric quality evaluation system based on cloud platform, includes management end and test end, its characterized in that: the management end evaluates the pure-tone audiometric quality of each test end and the industry level of the pure-tone audiometric operation quality of each test end through the test platform; the test platform randomly generates a quality control hearing value of the test frequency, and judges whether the operation process meets the requirements of national standards by comparing the difference between the quality control hearing value and the test hearing value to obtain an evaluation result; the test platform develops a simulated pure tone audiometric program based on a cloud server, and is embedded with a quality evaluation module; and the quality evaluation module obtains a test hearing value and a pure tone audiometry operation process and uploads the test hearing value and the pure tone audiometry operation process to the test platform.
Further, the test platform sets evaluation requirement information for inter-room quality evaluation.
Further, the test platform integrates a simulated pure tone audiometric program.
Further, the test platform is in communication connection with an analysis module, and the analysis module is used for displaying and analyzing the pure-tone audiometric quality evaluation data and excavating valuable data for industry development reference.
Further, the test platform is provided with a remote data programming interface based on a WEB service protocol, an Http protocol, a Socket protocol or a Kettle protocol.
By implementing the technical scheme of the invention, through developing the testing platform based on the cloud platform, the testing platform with the embedded quality evaluation module can record the pure tone audiometric operation process on line in real time, the testing platform gives out an evaluation result, helps operators to improve the operation skills, promotes the continuous improvement of the quality level of the whole industry, can develop the inter-room quality evaluation and the indoor quality evaluation, fills the blank of effectively establishing a standardized evaluation system in the industry, and brings good news to hearing impaired people.
Drawings
Fig. 1 is a block diagram of a pure tone audiometric quality evaluation system based on a cloud platform.
Fig. 2 is a block diagram of a test platform.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely, and it is apparent that the described embodiments 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 be within the scope of the invention.
As shown in FIG. 1, the pure tone audiometric quality evaluation system based on the cloud platform mainly comprises four parts, namely a test platform, a management end, a test end and an analysis module.
The management end is a personal computer based on Windows operating system and is connected with the test platform through a wired network or a mobile communication network. The management end can comprehensively master the quality level of pure tone audiometry in different places nationwide and the annual improvement condition, thereby pertinently developing corresponding skill training, and the authority comprises: preparing a quality control hearing value and carrying out inter-room quality evaluation; accessing all evaluation data in the test platform, including inter-room quality evaluation and indoor quality evaluation; and carrying out statistical analysis on all evaluation data in the test platform.
The test platform is the following part 1 of the acoustic audiometric method according to GB/T16296.1-2018: the pure sound guide and bone guide audiometry are used for testing the quality of pure sound audiometry. The testing platform develops a simulated pure tone audiometric program based on the cloud server and is divided into an inter-room quality evaluation module and an indoor quality evaluation module. The cloud server provides the necessary computing, networking, and storage functions. The test platform, the management end and the test end realize bidirectional data communication by utilizing remote data programming interfaces such as WEB service, http, socket, kettle and the like through a wired network or a mobile communication network.
The content displayed by the simulated pure tone audiometric program interface of the test platform includes, but is not limited to, test ears, test earphone type, test/masking signal frequency, test/masking loudness, and the test result can be presented in real time. The test ear, test earphone type, test/masking signal frequency, test/masking loudness may be selected and simulated in the program. The invention does not need to calibrate the sound input/output, and is more convenient to use.
1. The inter-room quality evaluation flow is as follows: (1) the main test logs in a background management program of the test platform through a management end, and corresponding requirement information such as hearing loss degree, property, patient matching degree and the like is set; (2) the test platform automatically and randomly generates a quality control hearing value of each test frequency according to the requirements of the management end; (3) a tester logs in a test platform through a test end by using respective account numbers and passwords, and enters an inter-room quality evaluation module; (4) the tester performs pure-tone audiometric operation to obtain the hearing value (test hearing value) of each test frequency, the operation process of the tester is recorded in real time, and the operation process is synchronously uploaded to a test platform after the test is finished; (5) the test platform automatically compares the difference between the quality control hearing value and the test hearing value and judges whether the operation process meets the requirements of GB/T16296.1-2018 pure tone gas guide and bone conduction audiometry; (6) and the main test refers to the analysis result of the test platform, analyzes the suspicious result and finally obtains the evaluation result of each tester.
2. The indoor quality evaluation and training teaching flow is as follows: (1) the test platform automatically and randomly generates a quality control hearing value of each test frequency, and blinds (demonstrates) a tester; (2) a tester logs in a test platform through a test end by using respective account numbers and passwords, and enters an indoor quality evaluation module; (3) the tester performs pure-tone audiometric operation to obtain the hearing value (test hearing value) of each test frequency, the operation process of the tester is recorded in real time, and the operation process is synchronously uploaded to a test platform after the test is finished; (4) the test platform automatically compares the difference between the quality control hearing value and the test hearing value and judges whether the operation process meets the requirements of GB/T16296.1-2018 pure tone gas guide and bone conduction audiometry; (5) and the test platform returns the analysis result to the tester.
The analysis module is a cloud application platform developed and deployed based on the test platform, and is used for displaying, analyzing and utilizing data: (1) mass data reading, data processing and data computing services based on a big data architecture are provided, and data mining and analysis services are supported through visual data exploration tools, data mining models and simple model training; (2) providing second-level response service on the basis of mass data by using an elastic search technology, and supporting full text retrieval, semantic retrieval and deep logic retrieval; (3) an intelligent statistical analysis module is established, is in butt joint with R statistical software, supports online analysis and processing of internal data by a plurality of machine learning methods including regression models, multivariate application analysis, cluster analysis, random forest classifiers and the like, and can deeply explore target data; (4) if the preset statistical analysis model does not have the content required by the researchers, the data can be self-defined and exported to third-party professional statistical analysis software (such as an SPSS virtual cloud platform).
The test end is a personal computer based on Windows operating system and is connected with the test platform through a wired network or a mobile communication network. It can help each hearing room to know the quality of self pure tone audiometry and the gap (in industry level) of the same country, thereby improving the operation level and reporting quality of each hearing room, and its authority includes: participate in the inter-room quality evaluation; hosting indoor quality evaluation; accessing evaluation data of the room in the test platform, wherein the evaluation data comprise inter-room quality evaluation and indoor quality evaluation; and carrying out statistical analysis on the data of the test platform.
Of course, the present invention is not limited to the above-described embodiments, and although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principle and spirit of the present invention, the scope of which is defined by the appended claims and their equivalents.
Claims (1)
1. The utility model provides a pure tone audiometric quality evaluation system based on cloud platform, includes management end and test end, its characterized in that: the management end evaluates the pure-tone audiometric quality of each test end and the industry level of the pure-tone audiometric operation quality of each test end through the test platform;
the test platform randomly generates a quality control hearing value of the test frequency, and judges whether the operation process meets the requirements or not by comparing the difference between the quality control hearing value and the test hearing value to obtain an evaluation result;
the test platform develops a simulated pure tone audiometric program based on a cloud server, and is embedded with a quality evaluation module;
the quality evaluation module obtains a test hearing value and a pure tone audiometry operation process and uploads the test hearing value and the pure tone audiometry operation process to a test platform;
the test platform sets evaluation requirement information for inter-room quality evaluation;
the test platform integrates a simulated pure tone audiometry program;
the test platform is in communication connection with the analysis module, and the analysis module is used for displaying and analyzing the pure tone audiometry quality evaluation data and excavating valuable data for industry development reference;
the test platform is provided with a remote data programming interface based on a WEB service protocol, an Http protocol, a Socket protocol or a Kettle protocol;
the test platform is the following part 1 of the acoustic audiometric method according to GB/T16296.1-2018: the pure sound gas guide and bone conduction audiometry are used for testing the quality of pure sound audiometry;
the test platform develops a simulated pure tone audiometric program based on a cloud server and is divided into an inter-room quality evaluation module and an indoor quality evaluation module;
the cloud server provides necessary computing, networking and storage functions;
the test platform, the management end and the test end realize bidirectional data communication by utilizing a remote data programming interface through a wired network or a mobile communication network;
the content displayed on the simulated pure tone audiometric program interface of the test platform comprises test ears, test earphone types, test/masking signal frequencies and test/masking loudness, and test results are presented in real time;
the inter-room quality evaluation flow is as follows:
(1) the main test logs in a background management program of the test platform through the management end, sets corresponding requirement information, and comprises the following steps: degree, nature, and degree of patient fit of hearing loss;
(2) the test platform automatically and randomly generates a quality control hearing value of each test frequency according to the requirements of the management end;
(3) a tester logs in a test platform through a test end by using respective account numbers and passwords, and enters an inter-room quality evaluation module;
(4) the tester performs pure-tone audiometric operation to obtain the hearing value of each test frequency (the operation process of the tester can be recorded in real time, and the hearing value is synchronously uploaded to a test platform after the test is finished;
(5) the test platform automatically compares the difference between the quality control hearing value and the test hearing value and judges whether the operation process meets the requirements of GB/T16296.1-2018 pure tone gas guide and bone conduction audiometry;
(6) the main test refers to the analysis result of the test platform, analyzes the suspicious result and finally obtains the evaluation result of each tester;
the indoor quality evaluation and training teaching flow is as follows:
(1) the test platform automatically and randomly generates a quality control hearing value of each test frequency and blinds a tester;
(2) a tester logs in a test platform through a test end by using respective account numbers and passwords, and enters an indoor quality evaluation module;
(3) the tester performs pure-tone audiometric operation to obtain the hearing value of each test frequency, the operation process of the tester is recorded in real time, and the operation process is synchronously uploaded to a test platform after the test is finished;
(4) the test platform automatically compares the difference between the quality control hearing value and the test hearing value and judges whether the operation process meets the requirements of GB/T16296.1-2018 pure tone gas guide and bone conduction audiometry;
(5) the test platform returns an analysis result to the tester;
the analysis module is a cloud application platform developed and deployed based on the test platform, and is used for displaying, analyzing and utilizing data:
(1) mass data reading, data processing and data computing services based on a big data architecture are provided, and data mining and analysis services are supported through visual data exploration tools, data mining models and simple model training;
(2) providing second-level response service on the basis of mass data by using an elastic search technology, and supporting full text retrieval, semantic retrieval and deep logic retrieval;
(3) establishing an intelligent statistical analysis module, interfacing with R statistical software, supporting online analysis and processing of internal data by a plurality of machine learning methods including regression models, multivariate application analysis, cluster analysis and random forest classifiers, and deeply probing target data;
(4) and if the preset statistical analysis model does not have the content required by the researchers, the data are derived by self definition to the third-party professional statistical analysis software.
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