Hospital intelligent service public opinion monitoring platform based on LSTM network

A monitoring platform and hospital technology, applied in biological neural network models, medical care resources or facilities, marketing, etc., can solve problems such as inability to conduct comprehensive monitoring, and achieve the effect of improving medical experience and service levels.

Pending Publication Date: 2021-11-19
浙江远图技术股份有限公司
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, hospital reviews involve many different scenarios, such as the environment of the hospital, the service level of nurses, the treatment level of doctors, etc., and cannot be monitored comprehensively.

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
  • Hospital intelligent service public opinion monitoring platform based on LSTM network
  • Hospital intelligent service public opinion monitoring platform based on LSTM network
  • Hospital intelligent service public opinion monitoring platform based on LSTM network

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0022] 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.

[0023] see Figure 1~5 , in the embodiment of the present invention, the LSTM network-based hospital smart service public opinion monitoring platform includes a comment collection stage, a classification and data conversion stage, a model building stage, and a platform application stage:

[0024] The S1 comment collection stage includes: collecting patient comments through APP, including nurse service evaluation, doctor treatment evaluation, hospital environme...

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 discloses a hospital intelligent service public opinion monitoring platform based on an LSTM network in the technical field. The hospital intelligent service public opinion monitoring platform includes a comment collection stage, a classification and data conversion stage, a model building stage and a platform application stage. Through establishing an LSTM network model, information comment public opinions, which are closely related to patients and easily cause tension of doctor-patient relationship, such as a hospital overall environment, a ward environment, a doctor seeing process, an operation process, a hospitalization process, a doctor treatment level, a nurse service level, hospital health and the like are monitored, and monitoring results are reorganized, analyzed and summarized; and a summarizing result is transmitted to a hospital management platform, so that the hospital can take measures for the emphasized problems, the service level of the hospital is improved, and meanwhile, the medical experience of the patient is also improved.

Description

technical field [0001] The invention relates to the field, in particular to an LSTM network-based hospital intelligence service public opinion monitoring platform. Background technique [0002] At present, due to the shortage of medical resources and the unbalanced allocation of medical resources in my country, the flow of people in large hospitals is huge, making it difficult to improve the level of medical services in large hospitals, and at the same time further exacerbating the "doctor-patient contradiction". Monitoring is an effective method. For patients, transmitting their own treatment experience to the service platform of the hospital through the Internet can reflect the outstanding problems in the hospital. For the hospital, by summarizing and analyzing patients' comments, they can find outstanding problems And take measures to solve it, so as to improve the medical service level of the hospital. [0003] At present, the sentiment analysis method for comments mainly...

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
Patent Type & Authority Applications(China)
IPC IPC(8): G16H40/20G06Q50/00G06Q30/02G06K9/62G06N3/04G06N3/08
CPCG16H40/20G06Q50/01G06Q30/0282G06N3/08G06N3/047G06N3/044G06F18/2415G06F18/214
Inventor 吴俊宏姚志江
Owner 浙江远图技术股份有限公司
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