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Thrombelastogram maximum interval prediction method and device, equipment and storage medium

A technology of thromboelastography and prediction methods, applied in the field of image processing, can solve problems such as inability to cope with various scenarios, inability to obtain fitting results, single fitting algorithm occasions, etc., to reduce direct medical costs and avoid illnesses Effect of delay and labor cost saving

Pending Publication Date: 2021-05-07
MEDCAPTAIN MEDICAL TECH
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the fitting algorithm can be applied to a single occasion and cannot cope with a variety of scenarios
Especially when dealing with abnormal curves, traditional fitting algorithms are less robust and cannot obtain fitting results before data display

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  • Thrombelastogram maximum interval prediction method and device, equipment and storage medium
  • Thrombelastogram maximum interval prediction method and device, equipment and storage medium
  • Thrombelastogram maximum interval prediction method and device, equipment and storage medium

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Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are part of the embodiments of the application, not all of them. Based on the implementation manners in this application, all other implementation manners obtained by persons of ordinary skill in the art without creative efforts fall within the scope of protection of this application.

[0030] The terms "first", "second", "third" and "fourth" in the specification and claims of the present application and the drawings are used to distinguish different objects, rather than to describe a specific order . Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed s...

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Abstract

The invention relates to the technical field of image processing, and particularly discloses a thrombelastogram maximum interval prediction method and device, equipment and a storage medium, and the method comprises the steps: obtaining a thrombelastogram data set; preprocessing and splitting the thrombelastogram data set to obtain a thrombelastogram training set, a thrombelastogram test set and a thrombelastogram verification set; according to the thrombelastogram training set, the thrombelastogram test set, the thrombelastogram verification set and n preset first models, acquiring a thrombelastogram maximum interval prediction model, wherein n is an integer larger than or equal to 1; obtaining a to-be-predicted thrombelastogram; and inputting the to-be-predicted thrombelastogram into the thrombelastogram maximum interval prediction model to obtain a prediction result of the maximum interval of the to-be-predicted thrombelastogram.

Description

technical field [0001] The present invention relates to the technical field of image processing, in particular to a method, device, equipment and storage medium for the maximum interval prediction of thromboelastogram. Background technique [0002] Thromboelastogram (TEG) is an important index to reflect the dynamic changes of blood coagulation (including the formation speed of fibrin, the dissolution state and the firmness and elasticity of coagulation), and has important clinical significance. [0003] At present, there are two ways to obtain the maximum amplitude value of the traditional thromboelastogram. One is to obtain it through professional inspection methods. However, the testing process usually takes 30 minutes or more. For critically ill patients, the efficiency of obtaining results is low, and it is easy to miss the best treatment time. [0004] The second is to calculate based on the function of fitting the standard curve. The advantage is that the expression ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06N3/08G06N7/00G06N20/00
CPCG06T7/0012G06N3/08G06N20/00G06T2207/30101G06T2207/20081G06T2207/20084G06N7/01
Inventor 甘东汇袁礼初吴支平熊相邓新萍
Owner MEDCAPTAIN MEDICAL TECH