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Attribute predicting method, device, computer equipment and computer-readable storage medium

A prediction method and attribute technology, applied in computer-aided medical procedures, reasoning methods, neural learning methods, etc., can solve the problem of low accuracy of diagnosis results, and achieve the effect of improving accuracy

Active Publication Date: 2019-08-09
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] The embodiment of the present invention provides an attribute prediction method, device, computer equipment, and computer-readable storage medium, which can solve the problem of low accuracy of the diagnosis result predicted by the clinical diagnosis estimation model

Method used

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  • Attribute predicting method, device, computer equipment and computer-readable storage medium
  • Attribute predicting method, device, computer equipment and computer-readable storage medium
  • Attribute predicting method, device, computer equipment and computer-readable storage medium

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Embodiment Construction

[0028] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0029] figure 1 It is a schematic diagram of an implementation environment provided by an embodiment of the present invention. see figure 1 , the environment includes an attribute prediction system 100 , and the attribute prediction system includes a preprocessing module 101 , a detection feature extraction module 102 , a regular feature extraction module 103 and a prediction module 104 .

[0030] Among them, the preprocessing module 101 is used for processing the detection data of the target object and the attributes corresponding to the detection data, specifically converting the user detection data and the attributes corresponding to the detection data into data that the detection feature extraction module 102 can calculate.

[00...

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Abstract

The invention discloses an attribute predicting method, a device, computer equipment and a computer-readable storage medium, wherein the method, the device, the computer equipment and the computer-readable storage medium belong to the field of data predicting technology. According to the method, based on a rule characteristic which represents historical and future change rules of a detecting characteristic, a global characteristic of a target object is determined, and furthermore the global characteristic is refined for obtaining at least one local characteristic of the target object. Then therefined local characteristic can better represent the characteristic of the target object, and furthermore the attribute of the target object is predicted according to the local characteristic, thereby improving precision of the predicted attribute. When the attribute of the target object is the predicted diagnosis result, precision of the predicted diagnosis result can be improved.

Description

technical field [0001] The present invention relates to the technical field of data prediction, in particular to an attribute prediction method, device, computer equipment and computer-readable storage medium. Background technique [0002] EHR (electronic health records, electronic health records) data can record every consultation record of the target object. With the development of technology, more and more clinical diagnosis estimation models can simulate the doctor's diagnosis process based on the patient's EHR data. To predict the future incidence of users. [0003] For example, the medical coding data in the EHR data is used as the attribute of the patient and input into the clinical diagnosis estimation model. The clinical diagnosis estimation model trains the medical coding data and can output the predicted diagnosis result. The clinical diagnosis estimation model performs the medical The process of training encoded data, that is, the clinical diagnosis estimation m...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G16H10/60G06N3/04G06N3/08
CPCG16H50/20G16H10/60G06N3/08G06N3/045G16H50/70G06N5/04G06N3/048G06N3/044G16H50/50G16H10/40G06N3/042
Inventor 乔治葛屾晏阳天王锴吴贤范伟
Owner TENCENT TECH (SHENZHEN) CO LTD