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User health management system based on portable device

A health management system and user technology, applied in the field of embedded development and machine learning, can solve the problems of low penetration rate, high price, inability to obtain accurate and comprehensive personal vital sign information health guidance, etc. short effect

Pending Publication Date: 2019-09-10
TIANJIN UNIVERSITY OF TECHNOLOGY
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] The above-mentioned patents involve many measuring devices and equipment, which are expensive and have a low penetration rate, and are not suitable for the general public.
Therefore, it is still impossible for the general public to obtain accurate and comprehensive personal vital sign information and professional health guidance

Method used

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  • User health management system based on portable device
  • User health management system based on portable device
  • User health management system based on portable device

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Effect test

Embodiment 1

[0032] Embodiment 1: User Health Management System Based on Portable Devices

[0033] The data collection layer collects and obtains the user's physical sign information and situational information through a "digital information collector"; the digital information collector includes an Arduino UNO development board, and the input terminals of the development board are respectively connected to MAX30102 (pulse oximeter and heart rate monitor). detection module), gyroscope, DHT11 temperature and humidity sensor, step counting sensor, GPS sensor and infrared sensor, are used to obtain user information, sign information and user situation information respectively; Information and sign information were standardized. The hardware system structure framework composed of the above modules is as follows: figure 2 shown.

[0034] Hardware platform - construction of "digital information collector"

[0035] 1. The development board used is Arduino. Arduino is a convenient, flexible, a...

Embodiment 2

[0050] 1. Classify user health information based on user information

[0051] Decision tree is a basic classification and regression method. In classification problems, the process of classifying instances based on features. It can be considered as a set of if-then rules, or as a conditional probability distribution defined on the feature space and class space. Its main advantage is that the model is readable and the classification speed is fast. When learning, use the training data to establish a decision tree model based on the principle of minimizing the loss function. A reliable and practical decision tree model can be constructed by using the publicly available data sets on the Internet. The decision tree model diagram is as follows Figure 4 As shown, the specific construction is as follows:

[0052] 1) Based on user-situation-sign and other information (the conceptual diagram of the user-sign-time model is shown in image 3 As shown), the user's height, weight, ag...

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Abstract

The invention provides a user health management system based on a portable device. Currently, personal health is a hot topic. The invention aims to establish a personal health management system for performing comprehensive management on personal health danger factors. The system comprises a data collecting layer, a data transmitting layer and a data processing layer. Collection of health information (daily number-of-steps, heart rate, blood pressure and the like) is realized through establishing a board which is developed based on Arduino UNO, thereby extracting the user health data. Through adecision tree, a health condition score of a user in continuous time is obtained, thereby realizing tracking and evaluation to personal health condition. Through a microcontroller, various health information measuring modules are integrated, and a hardware platform is constructed for realizing health information collection of a hardware part. After the corresponding data are collected, a decisiontree model is established according the personal information such as age of the user. The health condition of the user is determined through an algorithm. Visual presentation to the user is performed, and a corresponding suggestion and reminding are generated.

Description

technical field [0001] The invention belongs to the technical fields of embedded development and machine learning. Involved in the research and implementation of personal health management system. The system can provide personalized health information guidance for users in different contexts. Realize the real-time collection and online standardized processing of users' personal vital signs data. Background technique [0002] Personal health issues have become a widely concerned issue. Personal health prevention and health care information and knowledge popularization methods are backward, resulting in the lack of scientific, professional and systematic management of personal health. [0003] CN201410162035.5 discloses a Chinese patent titled "Smart Health Management System". The patent consists of a smart hospital system, a regional health system, and a home health system. The patent monitors various physiological parameter information of users of the home health system ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H80/00
CPCG16H80/00
Inventor 郑文广雷友波杨淳高召程健郑欣欣张紫鑫
Owner TIANJIN UNIVERSITY OF TECHNOLOGY
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