User data classification method and device based on Internet of Things data and computer equipment

A user data and classification method technology, applied in the fields of medical data mining, computer-aided medical procedures, patient-specific data, etc., can solve the problems of long acquisition cycle and high labor cost of medical data for chronic diseases

Pending Publication Date: 2020-09-22
深圳赛安特技术服务有限公司
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Problems solved by technology

[0004] The embodiment of the present invention provides a user data classification method, device, computer equipment, and storage medium based on Internet of Things data, aiming to solve the problem of manual measurement at the hospital site for obtaining patient user's physical sign data in the prio...

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  • User data classification method and device based on Internet of Things data and computer equipment
  • User data classification method and device based on Internet of Things data and computer equipment
  • User data classification method and device based on Internet of Things data and computer equipment

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Embodiment Construction

[0029] 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 some of the embodiments of the present invention, but not all of them. 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.

[0030] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0031] It should also be understood that the terminology used ...

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Abstract

The invention discloses a user data classification method and device based on Internet of Things data, computer equipment and a storage medium, is applied to the field of smart medical treatment of smart cities, and relates to data processing and block chains. The method comprises the following steps: after receiving current user medical data uploaded by an Internet of Things medical terminal, a the cloud server forms a to-be-analyzed data set according to the medical data of the current user and other key data corresponding to the current user and retrieved in the cloud server; and by takinga convolutional neural network stored in a cloud server as an operation model of input data composed of the current user medical data and the key data, a classification result is obtained and an optimal treatment path is determined. According to the method, rapid acquisition of the user medical data based on the Internet of Things equipment is realized, the optimal treatment scheme data is rapidlyand accurately recommended based on the historical medical data, and the cost of acquiring the optimal treatment scheme data is reduced.

Description

technical field [0001] The present invention relates to the field of data processing and block chain technology, and in particular to a user data classification method, device, computer equipment and storage medium based on Internet of Things data. Background technique [0002] At present, when a patient goes to the hospital to see a doctor (especially chronic diseases such as hypertension, diabetes, and cardiovascular and cerebrovascular diseases), the user usually goes to the hospital to measure the physical sign data, and the patient manually reads and records it manually and informs the doctor. The doctor records the data of these signs into the server of the medical system as the historical medical data of the patient. However, patients frequently go to the hospital for manual measurement, which not only consumes the patient's time, but also occupies medical resources such as doctors, resulting in a long period of obtaining medical data for chronic diseases. [0003] M...

Claims

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Application Information

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IPC IPC(8): G16H50/70G16H10/60G06N3/08G06N3/04G16Y20/40G16Y10/60
CPCG16H10/60G16H50/70G06N3/08G16Y10/60G16Y20/40G06N3/045
Inventor 黄德生
Owner 深圳赛安特技术服务有限公司
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