Body mass index prediction method and device, electronic device and storage medium

A body mass index and prediction method technology, applied in the field of health informatics, can solve the problems of clumsy instruments, lack of portability, and inconvenient ways to determine the BMI value of a human body, so as to achieve the effect of convenient determination and avoid data labeling.

Inactive Publication Date: 2019-03-08
BEIJING UNIV OF POSTS & TELECOMM
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Problems solved by technology

[0004] The inventor found that in the existing methods of determining the BMI value of the human body through special instruments, the method of determining the BMI value of the human body is relatively inconvenient due to the clumsiness of the instrument and the lack of portability

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  • Body mass index prediction method and device, electronic device and storage medium
  • Body mass index prediction method and device, electronic device and storage medium
  • Body mass index prediction method and device, electronic device and storage medium

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Embodiment Construction

[0076] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0077] In the first aspect, the embodiment of the present invention discloses a body mass index prediction method, such as figure 1 shown. figure 1 It is a flowchart of a body mass index prediction method according to an embodiment of the present invention, and the method includes:

[0078] S101. Acquire a to-be-processed human body picture including a to-be-detected human body.

[0079] In this step, a to-be-processed human body picture including the to-be-...

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Abstract

The embodiment of the invention provides a body mass index prediction method and device, an electronic device and a storage medium. The method comprises the steps: obtaining a to-be-processed human body image comprising a to-be-processed human body; inputting the to-be-processed human body image into the encoder of a predetermined target denoising convolution auto-encoder with an attention mechanism, and obtaining a feature vector of the to-be-processed human body image; inputting the feature vector into a predetermined target support vector regression model to obtain a body mass index of theto-be-processed human body. According to the embodiment of the invention achieves the convenient determining of the BMI value of the to-be-processed human body.

Description

technical field [0001] The invention relates to the technical field of health informatics, in particular to a body mass index prediction method, device, electronic equipment and storage medium. Background technique [0002] BMI (Body Mass Index, Body Mass Index) is an important standard commonly used in the world to measure the degree of obesity and health of a human body. The index can determine the fatness and thinness of the human body, and as an evaluation of the health of the human body, it can assist people in monitoring their own obesity level and guide the planning of daily diet and exercise. [0003] Existing determination of the BMI value of the human body is to use a special instrument to measure the height and weight of the human body, and then use the BMI calculation formula to determine the BMI value of the human body to be tested. Among them, the BMI calculation formula is: Where H is height in meters; W is weight in kilograms. [0004] The inventors found...

Claims

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Application Information

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IPC IPC(8): G16H50/30G06K9/62G06N3/04G06N3/08
CPCG06N3/088G16H50/30G06N3/045G06F18/2411
Inventor 王文东田野薄一丁阙喜戎龚向阳
Owner BEIJING UNIV OF POSTS & TELECOMM
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