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Method for building pathogenetic condition assessment model of ICU patient and server

A technology for evaluating models and patients, applied in the field of medical data analysis, can solve the problems of low degree of informatization, insufficient utilization and mining of ICU medical data, etc., and achieve the effect of reliable prediction

Active Publication Date: 2017-12-05
陈一昕
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the embodiment of the present application provides a method and server for establishing an ICU patient condition assessment model to solve the technical problems of insufficient utilization and mining of ICU medical data and low degree of informatization in the prior art

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  • Method for building pathogenetic condition assessment model of ICU patient and server
  • Method for building pathogenetic condition assessment model of ICU patient and server
  • Method for building pathogenetic condition assessment model of ICU patient and server

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Embodiment Construction

[0012] The present application is described below based on examples, but the present application is not limited only to these examples. In the following detailed description of the application, some specific details are set forth in detail. The present application can be fully understood by those skilled in the art without the description of these detailed parts. To avoid obscuring the essence of the present application, well-known methods, procedures, procedures, components and circuits have not been described in detail.

[0013] Additionally, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustrative purposes and are not necessarily drawn to scale.

[0014] Unless the context clearly requires, throughout the specification and claims, "comprises", "comprises" and similar words should be interpreted in an inclusive sense rather than an exclusive or exhaustive meaning; that is, "including but not limited to" meaning.

[0015] In...

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Abstract

The invention provides a method for building a pathogenetic condition assessment model of an ICU patient and a server. The method comprises the steps that vital sign data and treatment results of historical ICU patients are obtained; the vital sign data is subjected to feature extraction, and corresponding feature vectors are obtained; according to the feature vectors, an analysis model between the feature vectors and the treatment results are trained, wherein the analysis model is used for assessing the treatment result of the current patient according to the real-time vital sign data of the current ICU patient. By means of the analysis model and the vital sign data of the current ICU patient, the treatment result is assessed so that the treatment result can be reliably predicted.

Description

technical field [0001] The present application relates to the field of medical data analysis, in particular to a method and server for establishing an ICU patient condition assessment model. Background technique [0002] The Intensive Care Unit (ICU) of a hospital is a place where critically ill patients are densely ill, their conditions are changeable, and there are many crises. A small delay in ICU treatment will greatly increase the risk of death of the patient. In the early stages of these threatening situations, some unusual vital signs appear, along with common complications. The current medical ICU treatment methods mainly rely on the experience of doctors and the accumulation of knowledge in related fields, which makes the work efficiency and quality of diagnosis and treatment not high. Currently in the field of patient condition monitoring and evaluation, there are many scoring systems using medical knowledge for various medical conditions. For example, the outco...

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Application Information

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IPC IPC(8): G06F19/00
Inventor 陈一昕
Owner 陈一昕
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