Clinical path setting method and device

A clinical pathway, BP neural network technology, applied in the field of clinical pathway formulation methods and devices, to achieve the effect of reducing workload and improving work efficiency

Inactive Publication Date: 2016-11-09
BEIJING QUALITY & ZEAL INFORMATION TECH CO LTD
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  • Abstract
  • Description
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Problems solved by technology

However, the application of data mining technology in medical clinics is still in the exploration and initial stage.

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  • Clinical path setting method and device
  • Clinical path setting method and device
  • Clinical path setting method and device

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Embodiment Construction

[0047] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0048] Back Propagation (BP) neural network refers to a multi-layer forward neural network based on error back propagation algorithm, which includes two processes of forward propagation of information and back propagation of error. The BP neural network has the following characteristics, it can approximate any nonlinear mapping with arbitrary precision, and realize the modeling of complex systems; it can learn and adapt to unknown information, and if the system changes, the prediction results can be changed by modifying the connection values ​​of the network; BP The neural network has a distributed information storage and processing structure, so it has a certain degree of...

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Abstract

The invention discloses a clinical path setting method and device. The method includes the steps that an electronic medical record is preprocessed so that clinical path data can be obtained; the clinical path data serves as an input sample and an expected output sample to train a BP neural network so that a BP neural network model can be established; a clinical path database is established according to the clinical path data serving as the expected output sample in the BP neural network model; a clinical path of a preset disease is analyzed according to the BP neural network model and the clinical path database. According to the technical scheme, the BP neural network model and the clinical path database are established, finally the clinical path of the preset disease is obtained according to the established BP neural network model and the clinical path database, corresponding clinical path data can be obtained when medical staff input a certain disease in the BP neural network model, the workload of medical staff is lowered, and work efficiency of clinical path setting is improved.

Description

technical field [0001] The invention relates to the technical field of data mining, in particular to a method and device for formulating a clinical path. Background technique [0002] The clinical pathway refers to the establishment of a set of standardized treatment models and procedures for a certain disease. It is a comprehensive model related to clinical treatment. It is guided by evidence-based medical evidence and guidelines to promote treatment organization and disease management, and ultimately to standardize The role of medical behavior in reducing variation, reducing costs, and improving quality. [0003] The formulation of clinical pathways is a very complex and controversial issue. Traditional clinical pathways are formulated based on methods such as medical equipment testing, expert consultation, and literature reference. The disadvantages are that the cycle is long, the medical information used is less, and it is difficult to find the laws hidden in a large am...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00G06N3/02
CPCG06N3/02G16H50/70
Inventor 黄亦谦
Owner BEIJING QUALITY & ZEAL INFORMATION TECH CO LTD
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