Triage method and system for nervous system disease

A technology for neurological diseases and symptoms, applied in the field of intelligent triage of neurological diseases, can solve problems such as not being particularly effective and reducing wrong registration.

Inactive Publication Date: 2018-07-20
王博冉
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0005] However, for the above-mentioned existing technologies, it is still not particularly effective in reduci...

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  • Triage method and system for nervous system disease
  • Triage method and system for nervous system disease

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Embodiment Construction

[0023] In order to make the content of the present invention clearer and easier to understand, the content of the present invention will be described in detail below in conjunction with specific embodiments and accompanying drawings.

[0024] With the continuous development of social economy and the improvement of people's living standards, patients have higher and higher requirements for the service level and quality of hospitals. At the same time, the scale of the hospital is gradually expanding, the development of disciplines continues to grow, the division of labor between departments is becoming more and more detailed, and the settings are becoming more and more complicated. Patients often register the wrong number or fail to see a doctor when they see a doctor, resulting in a decrease in outpatient efficiency. , A waste of patient time and energy.

[0025] There are two main reasons for the inability to see a doctor according to the symptoms. On the one hand, it is becau...

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Abstract

The invention provides a triage method and system for a nervous system disease. The method provided by the invention comprises the steps: 1, carrying out the preprocessing of text data in a hospital electronic medical record, and extracting the symptoms and diagnostic data; 2, selecting the nervous system disease data for classification through a Bayes algorithm, and constructing a dedicated corpus; 3, constructing a training model based on a genetic algorithm, and carrying out the instructed learning of a training corpus; 4, modeling the classification after training, and constructing a triage knowledge graph of the nervous system disease.

Description

technical field [0001] The invention relates to the field of intelligent triage of nervous system diseases, in particular to a nervous system disease triage method and a nervous system disease triage system based on machine learning and cognitive computing. Background technique [0002] The concept of Computer Aided Diagnosis (CAD) was first proposed by Ledley in 1966. In 1972, Willcox attempted to apply Bayesian theory to computer identification of bacterial diseases. In 2007, Saeys reviewed the application of feature selection techniques in text mining in Bioinformatics published by Oxford University Press. He pointed out that although Feature Selection technology is widely used in the field of classification, its application in the field of biomedicine has just started. Medical text information has the characteristics of large dimensions and short sample length, and feature selection technology needs to be specific to medical data. Features are improved and optimized. ...

Claims

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Application Information

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IPC IPC(8): G16H50/70G06F17/30G06N3/12
CPCG06N3/126G06F16/35G06F16/367
Inventor 王博冉王志斌易鹏
Owner 王博冉
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