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Electronic medical record file classification method, device, electronic equipment and storage medium

An electronic medical record and document classification technology, applied in the field of data processing, can solve problems such as a large number of labor costs and easy labeling errors, and achieve the effects of reducing labor costs, improving accuracy, and reducing classification errors.

Active Publication Date: 2021-03-23
YIDU CLOUD (BEIJING) TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For a large number of EMR documents in various hospitals, manual labeling requires a lot of labor costs, and it is easy to label errors

Method used

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  • Electronic medical record file classification method, device, electronic equipment and storage medium
  • Electronic medical record file classification method, device, electronic equipment and storage medium
  • Electronic medical record file classification method, device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0039] 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.

[0040] 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 invention. However, those skilled in the art will appreciate that the technical solutions of the present invention may be practiced without one or more of the ...

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Abstract

Embodiments of the present invention provide an electronic medical record document classification method, device, electronic equipment and storage medium, and relate to the technical field of data processing. The method includes: using a plurality of electronic medical record documents as a training sample set, and extracting the document features of each electronic medical record document in the training sample set; training the document classification model according to the type and document feature of each electronic medical record document; passing the trained document The classification model classifies the electronic medical record documents to be classified. The technical solution of the embodiment of the present invention can automatically classify the electronic medical record documents based on multiple dimensions of the electronic medical record documents, without manual labeling, thereby significantly reducing labor costs.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method for classifying electronic medical record documents, a device for classifying electronic medical record documents, electronic equipment, and a computer-readable storage medium. Background technique [0002] EMR (Electronic Medical Record, Electronic Medical Record) is a digital patient medical record that is stored, managed, transmitted and reproduced with electronic equipment. [0003] At present, almost all EMR systems integrate various electronic medical record documents according to the human dimension, but there is no clear mark to indicate the type of electronic medical record document. Therefore, before performing data processing on hospital EMR documents, it is necessary to confirm the type of each EMR document, such as admission records, disease course records, operation records, etc. In the existing technical solutions, if the EMR documents nee...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H10/60G06K9/62
CPCG06F18/24
Inventor 强晟
Owner YIDU CLOUD (BEIJING) TECH CO LTD
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