Text information processing method and system, medium and equipment

An information processing method and text information technology, applied in the field of natural language processing, can solve the problems of inconsistent diagnosis text, complicated medical data, spelling and typing errors, etc., to improve processing efficiency and accuracy, improve efficiency and accuracy, prevent The effect of false screening

Active Publication Date: 2021-08-13
SHANGHAI MINGPIN MEDICAL DATA TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] In natural language processing, texts with multiple input channels and multiple uses are usually involved. In terms of medical data, the old paper text information in the archives, the electronic medical record information of various hospitals or platforms, and the existing medical data The data is becomin

Method used

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  • Text information processing method and system, medium and equipment
  • Text information processing method and system, medium and equipment
  • Text information processing method and system, medium and equipment

Examples

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Embodiment Construction

[0066] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.

[0067] It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and shape of the compo...

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Abstract

The invention provides a text information processing method and system, a medium and equipment, and the method comprises the steps: carrying out the first screening of a data preprocessing set based on keyword matching according to a data reference set on the basis of the preprocessing of text information to obtain the data preprocessing set; carrying out second screening on the data preprocessing set based on deep learning, and generating the processed text information by combining the data sets of two times of screening, so that wrong screening of the text information can be effectively prevented, and the processing accuracy and processing efficiency of the text information are improved. Each data set comprises a professional noun set, an adjective set and a parameter set which have a mapping relationship, and on the basis of independent comparison and screening of each subset, the screening efficiency and accuracy of the text information can be further improved in combination with auxiliary verification of screening results of other subsets having the mapping relationship.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a text information processing method, system, medium and equipment. Background technique [0002] In natural language processing, texts with multiple input channels and multiple uses are usually involved. In terms of medical data, the old paper text information in the archives, the electronic medical record information of various hospitals or platforms, and the existing medical data The data is becoming more and more complicated, and there are differences in the definitions and recording methods of medical data in different hospitals or platforms. The corresponding diagnostic texts have specific terms, synonyms, abbreviations, spelling and typing errors, etc., resulting in inconsistencies in the diagnostic texts. [0003] Therefore, how to effectively summarize the complicated medical text information and improve the processing efficiency and accuracy ...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06F16/335G06N3/04G06N3/08
CPCG06F16/35G06F16/335G06N3/08G06N3/044G06N3/045
Inventor 姚娟娟钟南山樊代明
Owner SHANGHAI MINGPIN MEDICAL DATA TECH CO LTD
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