Telemedicine-aided decision-making method for chronic obstructive pulmonary disease

A chronic obstructive pulmonary disease and telemedicine technology, applied in the field of telemedicine, can solve the problems that the treatment of chronic obstructive pulmonary disease cannot meet the needs of telemedicine, and achieve the effects of easy implementation, enhanced accuracy, and simple principle

Active Publication Date: 2019-05-28
WENZHOU POLYTECHNIC
View PDF4 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to overcome the deficiencies of the background technology, the present invention provides a telemedicine assisted decision-making method for chronic obstructive pulmonary disease, which mainly solves the problem that the existing treatment of chronic obstructive pulmonary disease cannot meet the requirements of telemedicine. The tele

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Telemedicine-aided decision-making method for chronic obstructive pulmonary disease
  • Telemedicine-aided decision-making method for chronic obstructive pulmonary disease

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] Below the embodiment of the present invention is described further:

[0027] A telemedicine assisted decision-making method for chronic obstructive pulmonary disease, comprising the following steps:

[0028] Step 1. Input x=[x 1 , x 2 , x 3 , x 4 ], where x 1 Respiratory rate, the unit is: times / 10 seconds; x 2 It is the pulse oxygen saturation, the unit is: %; x 3 is the blood pressure, the unit is: mmHg, x 4 is body temperature, unit: °C;

[0029] Step 2. Measure m groups of input data and record as i=1~m;

[0030] Step 3. Define the sigmoid function and classification boundary functions Integrate the logistic regression model function

[0031] Step 4. Define the cost function and use gradient descent Find the maximum value of the cost function Wherein i=1, 2,..., m is the number of samples, j=1, 2,..., n is the number of features;

[0032] Step 5, bring θ into the logistic regression model function, and draw the classification boundary;

[...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention relates to a telemedicine-aided decision-making method for chronic obstructive pulmonary disease. According to the method, the problem in the prior art that the existing treatment of chronic obstructive pulmonary diseases cannot meet remote medical treatment is mainly solved. The telemedicine-aided decision-making method for the chronic obstructive pulmonary disease comprises the following step: step 1, realizing the input x=[x1, x2, x3, x4] of the telemedicine-aided decision-making method for chronic obstructive pulmonary disease, wherein x1 is the respiratory rate, and the unitof x1 is times/10 seconds; x2 is pulse oxyhemoglobin saturation, and the unit of x2 is%; x3 is blood pressure, and the unit of x3 is mmHg; x4 is body temperature, and the unit of x4 is DEG C and thelike. According to the telemedicine-aided decision-making method for the chronic obstructive pulmonary disease, a regression model can be trained through a large amount of data through a logistic regression algorithm. The accuracy of data analysis is enhanced, and the realization of automatic medical decision-making of the chronic obstructive pulmonary disease is facilitated.

Description

technical field [0001] The invention relates to the technical field of telemedicine, in particular to a telemedicine assistant decision-making method for chronic obstructive pulmonary disease. Background technique [0002] Chronic obstructive pulmonary disease is a chronic bronchitis and / or emphysema characterized by airflow obstruction, which can further develop into a common chronic disease of pulmonary heart disease and respiratory failure. It is related to the abnormal inflammatory response of harmful gases and particles, and the disability rate and mortality rate are very high. The global incidence rate of over 40 years old has reached as high as 9% to 10%. Chronic obstructive pulmonary disease is a common preventable and treatable disease characterized by persistent airflow limitation that develops progressively and is associated with an enhanced chronic inflammatory response of the airways and lungs to noxious particles or gases. [0003] In the long-term treatment o...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G16H50/20G16H80/00A61B5/0205A61B5/145
Inventor 赵天
Owner WENZHOU POLYTECHNIC
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap