CN113191162A - Medical translation system based on artificial intelligence AI translation - Google Patents
Medical translation system based on artificial intelligence AI translation Download PDFInfo
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Abstract
The invention discloses a medical translation system based on artificial intelligence AI translation, which comprises a voice recognizer, an infrared scanner, an online input touch screen, a core processor, an output terminal, a medical core vocabulary database and a translation storage database, wherein the voice recognizer, the infrared scanner and the online input touch screen are in signal connection with the core processor. The invention can input the language to be translated into the medical translation system in various ways, the medical translation system firstly calls the translation storage database to retrieve the sentences in the translation process, the same sentences in the corresponding translation storage database are directly called, and the medical core vocabulary database is called for the nonexistent sentences to carry out translation, vocabulary adjustment and grammar matching processing, thereby effectively improving the translation efficiency.
Description
Technical Field
The invention relates to a medical translation system, in particular to a medical translation system based on artificial intelligence AI translation, and belongs to the technical field of medical treatment.
Background
Artificial intelligence, abbreviated as AI, is a new technical science for researching and developing theories, methods, techniques and application systems for simulating, extending and expanding human intelligence, which is a branch of computer science, attempts to understand the essence of intelligence and produces a new intelligent machine that can respond in a manner similar to human intelligence, and the research in this field includes robots, language recognition, image recognition, natural language processing, expert systems, etc., since birth, artificial intelligence is becoming mature from birth, theories and techniques are becoming more and more extensive in application field, and it can be assumed that scientific and technological products brought by future artificial intelligence will be a "container" of human intelligence, and artificial intelligence can simulate information processes of human consciousness and thinking. Artificial intelligence is not human intelligence, but can think like a human, and can also exceed human intelligence.
The prior manual work is wide in the field of intelligent application, when the manual work is applied to the field of medical treatment, the professional language in medical treatment is generally translated through artificial intelligence, the input of the prior medical language in the translation process is complicated, and meanwhile, in the translation process, words need to be retrieved and matched one by one and then translated, so that the efficiency is low.
Disclosure of Invention
The invention aims to provide a medical translation system based on artificial intelligence AI translation, which solves the problems that the input of the current medical language in the translation process is complicated, and meanwhile, in the translation process, the words need to be searched and matched one by one and then translated, so that the efficiency is low.
In order to achieve the purpose, the invention provides the following technical scheme: the medical translation system comprises a voice recognizer, an infrared scanner, an online input touch screen, a core processor, an output terminal, a medical core vocabulary database and a translation storage database, wherein the voice recognizer, the infrared scanner and the online input touch screen are in signal connection with the core processor, the core processor is in signal connection with the medical core vocabulary database and the translation storage database, the output end of the core processor is connected with the output terminal, the translation system is packaged in the core processor, and a data acquisition module, a translation judgment module, a data retrieval module, a grammar matching module, a vocabulary statistics module, a vocabulary adjustment module, a template acquisition module and a translation output module are packaged in the translation system.
As a preferred technical scheme of the invention, the data acquisition module acquires translation voice input by a user, characters scanned by an infrared scanner, language input by a touch screen on line and voice needing translation, and converts the acquired data into machine language.
As a preferred technical solution of the present invention, the translation determining module determines the input language and the output language, determines the translated language, and determines the data retrieving module in the next step to directly retrieve the medical core vocabulary database and the translation storage database, if the translation storage database contains the output language matched with the input language, otherwise, retrieves the vocabulary of the output language from the medical core vocabulary database and corresponds to the vocabulary of the input language.
As a preferred technical solution of the present invention, in the data retrieval module, fuzzy matching is used for retrieval during retrieval, and the fuzzy matching formulas of the chinese words a1 and a2 are:
。
as a preferred technical solution of the present invention, the words of the output language and the words of the input language correspond to each other by using a translation probability calculation model, where the translation probability calculation model is: source word A, target word B, then MI (A, B) =
。
As a preferred technical scheme of the invention, the grammar matching module is used for matching the translated speech grammar with the input language grammar and solving the optimal grammar analysis tree by adopting a dynamic programming algorithm to obtain the optimal grammar.
As a preferred technical scheme of the invention, the vocabulary statistical module is used for carrying out statistical processing on multiple matched translations of vocabularies in the sentences, classifying the types of the vocabularies subjected to statistical processing into translation vocabularies with different contexts, different tenses and different source languages.
As a preferred technical scheme of the invention, the vocabulary adjusting module judges the vocabulary in the vocabulary counting module, determines the translated optimal vocabulary, and adjusts the sequence of the translated vocabulary according to the combination of the grammar matching module, so that the translated sentence conforms to the current translation rule.
As a preferred technical solution of the present invention, the template obtaining module obtains a corresponding translation template according to a corresponding translation language, the translation template is matched with a selected translation language, the translation template includes a currently common language, and the translation output module outputs the translated speech to the output terminal through the translation output module.
As a preferred technical solution of the present invention, the output terminal includes an output data storage module, an output data export module, an output data printing module, and an output data adjustment module;
the output data storage module is in signal connection with the translation storage database, when a user needs to store translation data, the translation data is imported into the translation storage database through the output data storage module, and the translation storage database is used for classifying and storing translation languages and directly calling when the same sentence is translated next time;
the output data export module is connected with a USB interface of the output terminal, and a user can import the data into the storage device through the output data export module by inserting the storage device;
the output data printing module is used for carrying out laser printing on the translated data to the surface of the corresponding paper;
and the output data adjusting module adjusts the format, the character size and the font of the output data to the style meeting the requirement.
Compared with the prior art, the invention has the beneficial effects that:
according to the medical translation system based on artificial intelligence AI translation, languages needing translation can be input into the medical translation system in various modes, the medical translation system firstly calls the translation storage database to retrieve sentences in the translation process, the same sentences in the corresponding translation storage database are directly called, and the medical core vocabulary database is called for translation, vocabulary adjustment and grammar matching processing for the nonexistent sentences, so that the translation efficiency is effectively improved, meanwhile, the translated data after translation can be processed in different modes, the matching with the user needs can be realized, and the use convenience of the translation system is improved.
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FIG. 1 is a block diagram of the system of the present invention;
FIG. 2 is a block flow diagram of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention are clearly and completely described below, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-2, the present invention provides a technical solution of a medical translation system based on artificial intelligence AI translation:
according to the illustration in fig. 1-2, the medical translation system comprises a speech recognizer, an infrared scanner, an online input touch screen, a core processor, an output terminal, a medical core vocabulary database and a translation storage database, wherein the speech recognizer, the infrared scanner and the online input touch screen are in signal connection with the core processor, the core processor is in signal connection with the medical core vocabulary database and the translation storage database, the output terminal of the core processor is connected with the output terminal, the translation system is packaged in the core processor, and a data acquisition module, a translation judgment module, a data retrieval module, a grammar matching module, a vocabulary statistics module, a vocabulary adjustment module, a template acquisition module and a translation output module are packaged in the translation system.
In the embodiment, the language to be translated can be acquired through the voice recognizer, the infrared scanner and the online input touch screen in a voice, infrared scanning and online input mode, the diversity of the acquired translation language is effectively improved, the language which cannot be handwritten or input can be acquired through the voice scanning mode, the convenience of the input language is improved, meanwhile, a translation system packaged in the core processor is in signal connection with the medical core vocabulary database and the translation storage database, translated sentences are retrieved from the translation storage database in the translation process, if translation of the same sentences occurs, the translated sentences are directly called, the medical core vocabulary database is called for translation of the sentences which are not translated, and the translation efficiency is effectively improved.
The data acquisition module acquires translation voice input by a user, characters scanned by an infrared scanner, language input by a touch screen and voice needing translation on line, and converts the acquired data into machine language, the translation judgment module judges the input language and the output language, determines the translated language, determines a data retrieval module in the next step in a medical core vocabulary database and a translation storage database, if the translation storage database contains the output language matched with the input language, the data retrieval module directly retrieves, if the translation storage database does not contain the output language matched with the input language, retrieves the vocabulary of the output language from the medical core vocabulary database and corresponds to the vocabulary of the input language, and retrieves by fuzzy matching in the retrieval process of the data retrieval module, wherein the fuzzy matching formulas of Chinese words a1 and a2 are as follows:
the vocabulary of the output language corresponds to the vocabulary of the input language by adopting a translation probability calculation model, wherein the translation probability calculation model is as follows: source word A, target word B, then MI (A, B)=
The grammar matching module is used for matching the translated speech grammar with the input language grammar, solving an optimal grammar analysis tree by adopting a dynamic programming algorithm to obtain an optimal grammar, the vocabulary statistical module is used for carrying out statistical processing on a plurality of matched translations of vocabularies in a sentence, and classifies the vocabulary types processed by statistics into translation vocabularies with different contexts, different tenses and different source languages, the vocabulary adjusting module judges the vocabulary in the vocabulary statistical module and determines the translated optimal vocabulary, and adjusts the sequence of the translated words according to the combination of the grammar matching module to make the translated sentences conform to the current translation rules, the template acquisition module, acquiring a corresponding translation template according to the corresponding translation language, matching the translation template with the selected translation language, wherein the translation template comprises the current universal language, and the translation output module outputs the translated voice to an output terminal through the translation output module.
In this embodiment, the obtained translation language is processed and matched with the language vocabulary generated by translation, the translated vocabulary is replaced and adjusted, and the grammar of the language generated by translation is matched with the obtained translation sentence, so that the translation accuracy is ensured, the proper words and the strict grammar are ensured, and the translation habit in the medical field is met.
The output terminal comprises an output data storage module, an output data export module, an output data printing module and an output data adjusting module, the output data storage module is in signal connection with the translation storage database, when the user needs to store the translation data, the translation data is imported into the translation storage database through the output data storage module, the translation storage database stores the translation languages in a classified manner, the output data export module is directly called when the same sentence is translated next time, the output data export module is connected with a USB interface of an output terminal, a user can directly call the output data export module by inserting a storage device, the data is imported into the storage device through an output data export module, the output data printing module, and the output data adjusting module adjusts the format, the character size and the font of the output data to the style meeting the requirement.
Under this embodiment, can adopt multiple mode operation to the translation statement of output, simultaneously according to actual needs save, derive and print the operation, the effectual convenience that improves the posttranslation language and use, the language of storing simultaneously, direct call when being convenient for later stage translation once more has increased medical knowledge memory space of medical translation system.
In the description of the present invention, it is to be understood that the ease of description and simplicity of description are not intended to indicate or imply that the referenced device or element must have a particular orientation, be constructed and operated in a particular orientation, and is not to be considered limiting.
In the present invention, unless otherwise explicitly specified or limited, for example, it may be fixedly attached, detachably attached, or integrated; can be mechanically or electrically connected; the terms may be directly connected or indirectly connected through an intermediate, and may be communication between two elements or interaction relationship between two elements, unless otherwise specifically limited, and the specific meaning of the terms in the present invention will be understood by those skilled in the art according to specific situations.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (10)
1. The utility model provides a medical treatment translation system based on artificial intelligence AI translation, its characterized in that, medical treatment translation system includes speech recognizer, infrared scanner, online input touch screen, core treater, output terminal, medical treatment core vocabulary database and translation storage database, speech recognizer, infrared scanner and online input touch screen and core treater signal connection, core treater and medical treatment core vocabulary database and translation storage database signal connection, the output of core treater is connected with output terminal, the inside encapsulation of core treater has translation system, translation system's inside encapsulation has data acquisition module, translation judgment module, data retrieval module, grammar matching module, vocabulary statistics module, vocabulary adjustment module, template acquisition module and translation output module.
2. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the data acquisition module acquires translation voice input by a user, characters scanned by the infrared scanner, language input by the touch screen on line and voice needing translation, and converts the acquired data into machine language.
3. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the translation judging module judges the input language and the output language, determines the translated language, determines that the data retrieval module in the next step is in a medical core vocabulary database and a translation storage database, if the translation storage database contains the output language matched with the input language, the translation storage database is directly called, and if the translation storage database does not contain the output language matched with the input language, the translation storage database retrieves the vocabulary of the output language and corresponds to the vocabulary of the input language.
4. The medical translation system based on Artificial Intelligence (AI) translation of claim 3, wherein: the data retrieval module adopts fuzzy matching to retrieve in the retrieval process, and the ambiguity matching formulas of the Chinese words a1 and a2 are as follows:
。
5. the medical translation system based on Artificial Intelligence (AI) translation of claim 3, wherein: the output languageThe words of the language correspond to the words of the input language by adopting a translation probability calculation model, wherein the translation probability calculation model is as follows: source word A, target word B, then MI (A, B) =
。
6. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: and the grammar matching module is used for matching the translated speech grammar with the input language grammar and solving the optimal grammar analysis tree by adopting a dynamic programming algorithm to obtain the optimal grammar.
7. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the vocabulary statistical module is used for carrying out statistical processing on multiple matched translations of the vocabularies in the sentences, classifying the types of the vocabularies subjected to statistical processing into translation vocabularies with different contexts, different tenses and different source languages.
8. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the vocabulary adjusting module judges the vocabulary in the vocabulary counting module, determines the translated optimal vocabulary, and adjusts the sequence of the translated vocabulary according to the combination of the grammar matching module, so that the translated sentences conform to the current translation rule.
9. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the template acquisition module acquires a corresponding translation template according to the corresponding translation language, the translation template is matched with the selected translation language, the translation template comprises a current universal language, and the translation output module outputs the translated voice to the output terminal through the translation output module.
10. The medical translation system based on Artificial Intelligence (AI) translation of claim 1, wherein: the output terminal comprises an output data storage module, an output data export module, an output data printing module and an output data adjusting module;
the output data storage module is in signal connection with the translation storage database, when a user needs to store translation data, the translation data is imported into the translation storage database through the output data storage module, and the translation storage database is used for classifying and storing translation languages and directly calling when the same sentence is translated next time;
the output data export module is connected with a USB interface of the output terminal, and a user can import the data into the storage device through the output data export module by inserting the storage device;
the output data printing module is used for carrying out laser printing on the translated data to the surface of the corresponding paper;
and the output data adjusting module adjusts the format, the character size and the font of the output data to the style meeting the requirement.
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH10312382A (en) * | 1997-05-13 | 1998-11-24 | Keiichi Shinoda | Similar example translation system |
| CN101206643A (en) * | 2006-12-21 | 2008-06-25 | 中国科学院计算技术研究所 | Translation method syncretizing sentential form template and statistics mechanical translation technique |
| CN107038160A (en) * | 2017-03-30 | 2017-08-11 | 唐亮 | The pretreatment module of multilingual intelligence pretreatment real-time statistics machine translation system |
| KR20170108621A (en) * | 2016-03-18 | 2017-09-27 | 한국전자통신연구원 | Statistical and learning translation apparatus using monolingual corpus |
| CN107220243A (en) * | 2017-05-31 | 2017-09-29 | 陈振 | A kind of Database Interactive translation system |
-
2021
- 2021-04-21 CN CN202110428091.9A patent/CN113191162A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPH10312382A (en) * | 1997-05-13 | 1998-11-24 | Keiichi Shinoda | Similar example translation system |
| CN101206643A (en) * | 2006-12-21 | 2008-06-25 | 中国科学院计算技术研究所 | Translation method syncretizing sentential form template and statistics mechanical translation technique |
| KR20170108621A (en) * | 2016-03-18 | 2017-09-27 | 한국전자통신연구원 | Statistical and learning translation apparatus using monolingual corpus |
| CN107038160A (en) * | 2017-03-30 | 2017-08-11 | 唐亮 | The pretreatment module of multilingual intelligence pretreatment real-time statistics machine translation system |
| CN107220243A (en) * | 2017-05-31 | 2017-09-29 | 陈振 | A kind of Database Interactive translation system |
Non-Patent Citations (2)
| Title |
|---|
| RALPH M.STAIR 等: "《信息系统原理 第三版》", 机械工业出版社, pages: 87 - 91 * |
| 刘小军: "基于多语种平行语料库的机器辅助翻译系统", 中国优秀硕士学位论文全文数据库 信息科技辑, no. 02, pages 138 - 260 * |
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