Text data processing method and device, electronic device, and computer readable storage medium

A text data and processing method technology, which is applied in the fields of electronic digital data processing, special data processing applications, natural language data processing, etc.

Active Publication Date: 2019-03-19
天津新开心生活科技有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

The statistical model of this method mainly uses literal features, and its expressive ability is limited. To achieve the target effect, a larg...

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  • Text data processing method and device, electronic device, and computer readable storage medium
  • Text data processing method and device, electronic device, and computer readable storage medium
  • Text data processing method and device, electronic device, and computer readable storage medium

Examples

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Embodiment Construction

[0031] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The same reference numerals denote the same or similar parts in the drawings, and thus their repeated descriptions will be omitted.

[0032] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or mo...

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Abstract

The invention relates to a text data processing method and device, an electronic device, and a computer readable storage medium, and relates to the field of computer information processing. The methodcomprises the steps: performing the segmentation of the words in a medical text, and generating word vectors; marking the lexical category of the words in the medical text through a lexical categoryvector; inputting the word vectors and the lexical category vector into a bidirectional deep learning model so as to obtain a first result; inputting the first result and a rule template into the deeplearning model, so as to extract the notional words in the medical text. The invention also relates to a medical text data processing method and device, an electronic device and a computer readable storage medium, and the method can quickly and accurately recognize the medical terms form a long text of clinical cases.

Description

technical field [0001] The present disclosure relates to the field of computer information processing, in particular, to a medical text data processing method, device, electronic equipment and computer readable medium. Background technique [0002] A lot of information in clinical cases is recorded in the form of long text, which is not conducive to various subsequent statistical analysis tasks. Identifying valuable medical terms from long texts of clinical cases is an important task in clinical case analysis. [0003] In prior art techniques, medical terms in medical cases can be identified as follows: [0004] 1. Recall medical entities from long texts by using a predefined vocabulary and character matching. This method relies on manually customizing the vocabulary, which is time-consuming and laborious, and cannot guarantee the coverage of the vocabulary; moreover, the method of direct character matching will introduce various ambiguities. For example, in some contexts,...

Claims

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Application Information

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IPC IPC(8): G16H50/70G06F17/27
CPCG06F40/289G06F40/295G16H50/70
Inventor 焦增涛
Owner 天津新开心生活科技有限公司
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