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Hemoglobin concentration determination method and device, electronic apparatus and storage medium

A hemoglobin concentration and determination method technology, which is applied in the field of electronic equipment and storage media, hemoglobin concentration determination method, and devices, can solve the problems of inaccurate hemoglobin concentration detection and excessive model training data, so as to improve determination efficiency, save time, and reduce The effect of the acquisition

Pending Publication Date: 2022-01-04
天津用恒医疗科技有限公司
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Problems solved by technology

[0005] The purpose of the embodiment of the present application is to provide a hemoglobin concentration determination method, device, electronic equipment and storage medium, which can solve the problems in the related art that the hemoglobin concentration detection is not accurate enough and the model training data is too much in the process of hemoglobin detection

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  • Hemoglobin concentration determination method and device, electronic apparatus and storage medium
  • Hemoglobin concentration determination method and device, electronic apparatus and storage medium
  • Hemoglobin concentration determination method and device, electronic apparatus and storage medium

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Embodiment Construction

[0031] The following will clearly describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, but not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application belong to the protection scope of this application.

[0032] The terms "first", "second" and the like in the specification and claims of the present application are used to distinguish similar objects, and are not used to describe a specific sequence or sequence. It should be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments of the application can be practiced in sequences other than those illustrated or described herein, and that references to "first," "second," etc. distinguish Objects are generally o...

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Abstract

The invention discloses a hemoglobin concentration determination method and a device, an electronic apparatus and a storage medium. The method comprises the steps: acquiring a plurality of emission light combinations, calculating a pulse wave characteristic value of each sub-emission light combination in each of the emission light combination; inputting the pulse wave characteristic value corresponding to the emission light combination into a first stage model to obtain a first hemoglobin concentration value corresponding to the emission light combination; acquiring an evaluation characteristic value corresponding to the emission light at each wavelength in the emission light combination; inputting the evaluation characteristic value corresponding to the emission light combination into a second stage model to obtain an evaluation score corresponding to the emission light combination; and inputting the first hemoglobin concentration value corresponding to each emission light combination and the evaluation score corresponding to each emission light combination into a third stage model to obtain a second hemoglobin concentration value. Therefore, the problems of inaccurate detection of hemoglobin concentration and excessive model training data in the hemoglobin detection process in the prior art are solved.

Description

technical field [0001] The present application belongs to the medical field, and in particular relates to a method, device, electronic equipment and storage medium for determining hemoglobin concentration. Background technique [0002] Routine blood is the most common examination to evaluate physical health and changes in a patient's condition, and the concentration of hemoglobin is one of the most important evaluation indicators in routine blood. [0003] At present, when detecting hemoglobin, it is usually detected in a non-invasive way. Specifically, the intensity information of light of different wavelengths irradiated on the detection site is obtained, and the information is sent to the trained neural network model, namely The concentration of hemoglobin can be obtained. [0004] The inventors found that because different people have different higher components of hemoglobin, for example, infected patients have higher methemoglobin, and gas poisoning patients have high...

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Application Information

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IPC IPC(8): A61B5/1455A61B5/024A61B5/00
CPCA61B5/1455A61B5/14546A61B5/024A61B5/7264A61B5/7275
Inventor 李雅男
Owner 天津用恒医疗科技有限公司
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