CN113871013A - Terminal device based on family health assessment and intervention system - Google Patents
Terminal device based on family health assessment and intervention system Download PDFInfo
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- CN113871013A CN113871013A CN202111224615.9A CN202111224615A CN113871013A CN 113871013 A CN113871013 A CN 113871013A CN 202111224615 A CN202111224615 A CN 202111224615A CN 113871013 A CN113871013 A CN 113871013A
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H80/00—ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring
Abstract
The invention discloses a terminal device based on a family health assessment and intervention system, which comprises: the acquired data receiving module receives the health state and the home environment data of the individual acquired by the data acquisition module in real time; the health state viewing module is used for acquiring the results of the individual health identification and evaluation of the simulation modeling and evaluation module of the health evaluation and intervention platform in real time; and the health suggestion receiving module is used for receiving the health intervention data generated by the health intervention module according to the individual evaluation condition and the health intervention strategy of the simulation modeling and evaluation module so as to display the health intervention data on a terminal device. The invention realizes the rehabilitation intervention at home and the reasonable scheduling of medical resources under the closed-loop service of families, communities and hospitals, promotes the active participation of consumers in health management and maintenance centers, improves the management level of medical and health institutions and improves the service capability of hospitals.
Description
Technical Field
The invention relates to the technical field of medical health, in particular to a terminal device based on a family health assessment and intervention system.
Background
The dangers of chronic diseases have become one of the major community public health problems. For example, the chronic disease of the elderly is a main disease which endangers the health of the elderly, hospitalization is often needed in the acute attack stage, and later rehabilitation can be performed in community health service institutions and families, but the current hospital resources are relatively short, the community medical technology is lagged, and the family care capability is insufficient, so that the treatment and rehabilitation of the chronic disease of the elderly are in a split type service. Aiming at the problems that the scale of the medical health data of residents is small, the visualization is poor, and the data intercommunication of families, communities and hospitals is not realized for chronic diseases, disabled/incapacitated people and the like at present. Therefore, the patient with chronic disease, disability/disability and the like can not be well subjected to targeted health intervention or guidance, and the rehabilitation of the patient is not facilitated.
Disclosure of Invention
The invention provides a terminal device based on a family health assessment and intervention system, aiming at solving the technical problems that: the existing chronic diseases, disabled/incapacitated people and the like do not realize the intercommunication of family, community and hospital data, so that the intervention or rehabilitation guidance of the patients cannot be pertinently realized.
In view of the above problems of the prior art, according to one aspect of the present disclosure, the following technical solutions are adopted in the present invention:
a terminal device based on a home health assessment and intervention system, comprising:
the system comprises a data acquisition module, a data receiving module and a data processing module, wherein the data acquisition module is used for acquiring the health state and the home environment data of an individual, which are acquired by the data acquisition module, in real time after a terminal device is connected with the data acquisition module through the Internet of things;
the health state viewing module is used for acquiring the results of individual health identification and evaluation of the simulation modeling and evaluation module of the health evaluation and intervention platform in real time after the terminal device is connected with the health evaluation and intervention platform, so as to facilitate real-time viewing;
and the health suggestion receiving module is used for receiving the health intervention data generated by the health intervention module according to the individual evaluation condition and the health intervention strategy of the simulation modeling and evaluation module after the terminal device is connected with the health evaluation and intervention platform, so as to display the health intervention data on the terminal device.
In order to better realize the invention, the further technical scheme is as follows:
further, the health intervention module is further in data connection with a medical platform management system, the health intervention module acquires medical advice information from the medical platform management system or the medical platform management system sends the medical advice information to the health intervention module, and the health intervention module combines the medical advice information to form health intervention data and feeds the health intervention data back to a health advice receiving module of the terminal device.
Further, the data acquisition module acquires the acquired data from the individual rehabilitation equipment and the environment monitoring equipment.
Further, the rehabilitation device comprises a portable wearable device and a family health device.
Further, the system also comprises an early warning message module;
and a health early warning module of the health assessment and intervention platform receives the individual health assessment data of the simulation modeling and assessment module, classifies the individual health assessment data according to risk levels, generates alarm prompt information according to preset alarm conditions, sends the alarm prompt information to an early warning message module of the terminal device, and the early warning message module receives the alarm prompt information and displays the alarm prompt information by the terminal device.
Further, still include:
and the health knowledge query module is used for reading or searching image knowledge and text knowledge which are stored in a health knowledge database of the health assessment and intervention platform and are related to rehabilitation treatment.
Further, still include:
and the resource allocation receiving module is used for receiving the data of the reasonable scheduling information of the medical resource service generated by the resource allocation module according to the spatial position data of the hospital, the occupation condition of the medical resource and the individual spatial position information.
Compared with the prior art, the invention has the following beneficial effects:
the terminal device based on the family health assessment and intervention system is oriented to data fusion, visualization and interconnection of the whole life cycle of residents, so that the health of the residents is monitored and assessed, the family rehabilitation intervention is realized, the mapping rate of the environment cloud simulation system to physical scenes is improved through the environment cloud simulation system based on the digital twin, the reasonable scheduling of medical resources under family, community and hospital closed-loop services is realized, the consumers are promoted to participate in health management and maintenance centers more actively, the management level of medical health institutions is improved, and the service capacity of hospitals is improved.
Drawings
For a clearer explanation of the embodiments or technical solutions in the prior art of the present application, the drawings used in the description of the embodiments or prior art will be briefly described below, it is obvious that the drawings in the following description are only references to some embodiments in the present application, and other drawings can be obtained by those skilled in the art without creative efforts.
Fig. 1 is a schematic diagram of a terminal device based on a family health assessment and intervention system according to an embodiment of the present invention.
Fig. 2 is a schematic diagram of a terminal device based on a family health assessment and intervention system according to another embodiment of the invention.
Fig. 3 is a schematic diagram of the components of a data acquisition module according to an embodiment of the invention.
Fig. 4 is a schematic diagram of a terminal device based on a family health assessment and intervention system according to another embodiment of the present invention.
Fig. 5 is a schematic diagram of a terminal device based on a family health assessment and intervention system according to another embodiment of the invention.
Fig. 6 is a schematic diagram of a terminal device based on a family health assessment and intervention system according to another embodiment of the present invention.
Wherein, the reference numbers correspond to the names of the figures:
the system comprises a data acquisition module, a 2-simulation modeling and evaluation module, a 3-health intervention module, a 4-terminal device, a 5-medical platform management system, a 6-rehabilitation device, a 7-environment monitoring device, a 8-health early warning module, a 9-health knowledge database, a 10-resource distribution module, a 11-acquired data receiving module, a 12-health state checking module, a 13-health suggestion receiving module, a 14-resource distribution receiving module, a 15-early warning message module and a 16-health knowledge query module.
Detailed Description
The present invention will be described in further detail with reference to examples, but the embodiments of the present invention are not limited thereto.
Referring to fig. 1, a terminal device based on a family health assessment and intervention system includes a collected data receiving module 11, a health status viewing module 12, and a health advice receiving module 13; the acquired data receiving module 11 is used for receiving the health state and the home environment data of the individual acquired by the data acquisition module 1 in real time after the terminal device 4 is connected with the data acquisition module 1 through the internet of things; the health status checking module 12 is configured to obtain the results of the individual health identification and evaluation of the simulation modeling and evaluation module 2 of the health assessment and intervention platform in real time after the terminal device 4 is connected to the health assessment and intervention platform, so as to facilitate real-time checking; after the terminal device 4 is connected to the health assessment and intervention platform, the health advice receiving module 13 is configured to receive the health intervention data generated by the health intervention module 3 according to the individual assessment condition and the health intervention policy of the simulation modeling and assessment module 2, so as to display the health intervention data on the terminal device 4. The home environment data can be indoor home environment, community environment and the like; the simulation modeling and evaluation module 2 models the health state and the home environment data according to the received health state and home environment data to generate a data twin model of a specific monitored individual, and identifies and evaluates the health of the individual; the health intervention module 3 generates individual health intervention data according to the individual evaluation condition and the health intervention strategy of the simulation modeling and evaluation module 2, and transmits the health intervention data to the terminal device 4.
The simulation modeling and evaluation module 2 forms a health state identification method based on a deep learning algorithm according to the monitored physiological, psychological state and behavior of healthy residents, chronic diseases, disabilities/disabilities and the relevant data of the home environment, and establishes a resident health evaluation system.
And the health intervention strategy is dynamically updated according to the fusion and mining of the resident health big data, the neural network, the machine learning and the expert suggestion.
The health intervention data comprises health management schemes of providing personal disease prevention, health risk factor early warning, rehabilitation intervention including training, diet and the like, household environment intervention, health education and the like.
According to the family health assessment and intervention system based on the intelligent rehabilitation equipment, disclosed by the invention, the data of the wearable equipment of residents, the data of the family/community intelligent sensing equipment, the data of large, medium and small hospital databases of the regional medical platform and the like which are extremely dispersed in space are interconnected, intercommunicated and interoperated, so that the dynamic and efficient management and control and information intercommunication of residents and medical resources are realized, and the cross-regional medical cooperation is constructed.
As shown in fig. 2, the health intervention module 3 further establishes a data connection with a medical platform management system 5, the health intervention module 3 obtains order information from the medical platform management system 5 or the medical platform management system 5 sends the order information to the health intervention module 3, and the health intervention module 3 combines the order information to form health intervention data and feeds the health intervention data back to a health advice receiving module 13 of the terminal device 4.
After the terminal device 4 receives the health intervention data, the data acquisition module 1 acquires the health state and the home environment data of the corresponding individual again, and transmits the acquired health state and home environment data to the simulation modeling and evaluation module 2 again.
As shown in fig. 3, the sources of the acquired data of the data acquisition module 1 include an individual rehabilitation device 6 and an environment monitoring device 7. The rehabilitation device 6 comprises a portable wearable device, a family health device and the like.
An embodiment shown in fig. 4 includes a health early warning module 8 on a platform and an early warning message module 15 on a terminal, where the health early warning module 8 receives the individual health assessment data of the simulation modeling and assessment module 2, classifies the risk level of the individual health assessment data, generates an alarm prompt message according to a preset alarm condition, and sends the alarm prompt message to the early warning message module 15 of the user terminal 4 and/or the medical platform management system 5; the warning message module 15 receives the warning message and displays the warning message by the terminal device 4.
An embodiment as shown in fig. 5 comprises a health knowledge database 9 and an on-terminal health knowledge query module 16, wherein the health knowledge database 9 stores therein image knowledge and text knowledge related to rehabilitation treatment, and the use terminal 4 can read the image knowledge and the text knowledge. The health knowledge query module 16 is used for reading or searching image knowledge and text knowledge related to rehabilitation treatment stored in the health knowledge database 9 of the health assessment and intervention platform.
For example, concepts such as chronic diseases, related disease types of disabled/disabled persons, diagnosis and treatment methods, rehabilitation environments and the like are predefined, related original data of the concepts are captured from organization data sources such as large, medium and small hospital databases of a regional medical information platform, and in a resource management layer of a marginal cloud, a knowledge processing method facing natural languages and images can be used for extracting and representing knowledge, and a tree-shaped medical knowledge map is constructed semi-automatically. And in a resource management layer of the central cloud, the multi-modal knowledge is merged and deduplicated by a dynamic reasoning method of the multi-modal knowledge, and the acquired knowledge is reasoned and expanded based on a dynamic reasoning model to complete a sparse knowledge base and construct a knowledge map for rehabilitation diagnosis and treatment of chronic diseases, disabilities/disabilities.
An embodiment shown in fig. 6 includes a resource allocation module 10 and a resource allocation receiving module 17 on the terminal, where the resource allocation module 10 generates reasonable scheduling information of medical resource services according to spatial location data of a hospital, medical resource occupation conditions, and individual spatial location information, and sends the reasonable scheduling information to the use terminal and/or feeds the reasonable scheduling information back to the medical platform management system 5. The resource allocation receiving module 14 receives the data of the reasonable scheduling information of the medical resource service generated by the resource allocation module 10 according to the spatial position data of the hospital, the occupation condition of the medical resource and the individual spatial position information.
For example, based on the home environment structure and layout data and the community facility structure data acquired by the intelligent sensing equipment, in the application layer of the edge cloud, a real-time home/community physical environment simulation model can be constructed through a multi-scale fusion modeling method, and a distributed computing architecture based on the edge cloud can be used for realizing a high-speed stable data transmission network topological structure and improving the mapping rate of the environment cloud simulation system to the physical scene. On the basis, the space position data and the medical resource occupation condition of each hospital are combined, and the reasonable scheduling of the medical resources under the family-community-hospital closed-loop service is realized based on a dynamically planned medical resource scheduling model.
The following is further illustrated by a specific example:
the family health assessment and intervention system based on the intelligent rehabilitation equipment at least comprises a cerebral palsy, paraplegia, diabetes, hypertension, coronary heart disease and other more than 5 chronic disease rehabilitation knowledge bases and intelligent diagnosis and intervention decision models, and demonstrates that the number of families is not less than 15.
The system collects motion data, vital sign data and home environment data of key people through intelligent rehabilitation equipment such as portable equipment or an intelligent robot; uploading to a cloud server through an APP or a home data gateway; the data collected in real time is modeled in 4D to generate a data twin model of a specific monitoring individual; the system combines the health knowledge base to evaluate the individual health; real-time perception and early warning of the individual health state are achieved, and slow disease rehabilitation advice feedback is carried out through a preset health intervention system. After receiving the guiding medical advice, the patient performs planned targeted rehabilitation training, and related data of the rehabilitation training is collected again so as to form a full-period continuous closed-loop chronic disease rehabilitation service.
(1) Selection of chronic disease species
Selecting at least 5 kinds of chronic diseases, including more than 3 kinds of common senile chronic diseases, diabetes, hypertension, heart disease, etc.;
2 disabled/incapacitated disease species: cerebral palsy and paraplegia, wherein 2 families are used for demonstrating cerebral palsy, 3 families are used for demonstrating paraplegia, and not less than 10 families with other diseases contain compound diseases.
(2) Data acquisition
Collecting equipment: including portable wearing equipment and smart machine and house environment acquisition equipment.
A portable device: the intelligent blood pressure meter, the intelligent blood glucose meter, the intelligent bracelet and the intelligent watch support the mobile phone APP, the portable electrocardio monitoring equipment and the like;
the intelligent equipment: a Broffalo walking-aid exoskeleton robot, a hemiplegic exoskeleton robot, a child ankle-foot orthosis and the like.
The home data aggregation gateway: the data collected by the air, noise, illumination and water quality sensors are cleaned and standardized, and the data are sent to the cloud server through the network.
② collecting data
Hypertension: blood pressure, heart rate bluetooth transmission set up the early warning value, the portable electrocardio monitoring facilities of cardiovascular and cerebrovascular, the condition of using medicine.
Diabetes mellitus: the blood sugar noninvasive blood sugar sensor is provided with an upper limit and a lower limit of an early warning value, adjusts the dosage, the cardiovascular and cerebrovascular conditions and the medication conditions in real time, and monitors the eyeground and peripheral nerves at regular time.
Coronary heart disease: blood pressure, heart rate, and electrocardiogram.
Patients with cerebral palsy and paraplegia: vital sign data, muscle strength/muscle tension wearable surface myoelectricity acquisition systems provided by intelligent devices such as exoskeleton robots, joint activity, posture/balance/fall risks, gait pressure plates, flexible pressure sensors, stretching sensors, inertial sensors and other parameters.
In conclusion, the invention breaks through key technologies such as intelligent rehabilitation evaluation and rehabilitation aid decision based on artificial intelligence technology by combining medical expert knowledge aiming at common chronic diseases and functional disabilities; a full-life-cycle digital health foundation cloud platform based on a digital twin technology is planned to be constructed, and a series of digital, visual and intelligent autonomous products oriented to family health management, chronic disease prevention and treatment, functional rehabilitation training and the like are developed; the information interconnection and intercommunication of intelligent rehabilitation and evaluation equipment in medical institutions, families and communities is realized; the closed-loop continuous family chronic disease rehabilitation full life cycle management of rehabilitation data acquisition, digital twin modeling, health real-time monitoring, rehabilitation diagnosis and intervention is realized. By means of health risk factor control and old health service, new-generation information technologies such as mobile internet, big data, wearable and cloud computing are fused, an active health is taken as a guide, a health monitoring scheme based on combination of health indexes and a home living environment is established, a digital health cloud platform facing to the whole life cycle of residents is built, and a health management closed-loop continuous service mode of home-community-hospital is adopted. Breakthrough of the dynamic identification and health risk assessment of health imbalance states and the dynamic matching of accurate rehabilitation intervention schemes based on managed and controllable heterogeneous data interactive fusion, active sensing and remote monitoring based on a digital twin technology model, and digital health assessment index characteristics of different crowds; a digital health family service cloud platform of a family doctor health service management application system is established.
The embodiments are described in a progressive manner in the specification, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.
Reference throughout this specification to "one embodiment," "another embodiment," "an embodiment," etc., means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment described generally in this application. The appearances of the same phrase in various places in the specification are not necessarily all referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with any embodiment, it is submitted that it is within the scope of the invention to effect such feature, structure, or characteristic in connection with other embodiments.
Although the invention has been described herein with reference to a number of illustrative embodiments thereof, it should be understood that numerous other modifications and embodiments can be devised by those skilled in the art that will fall within the spirit and scope of the principles of this disclosure. More specifically, various variations and modifications are possible in the component parts and/or arrangements of the subject combination arrangement within the scope of the disclosure and claims of this application. In addition to variations and modifications in the component parts and/or arrangements, other uses will also be apparent to those skilled in the art.
Claims (7)
1. A terminal device based on a family health assessment and intervention system is characterized by comprising:
the system comprises a collected data receiving module (11) and a data collecting module (1), wherein the collected data receiving module (11) is used for receiving the health state and the home environment data of an individual, which are collected by the data collecting module (1), in real time after a terminal device (4) is connected with the data collecting module (1) through the Internet of things;
the health state viewing module (12) is used for acquiring the results of individual health identification and evaluation of the simulation modeling and evaluation module (2) of the health evaluation and intervention platform in real time after the terminal device (4) is connected with the health evaluation and intervention platform so as to facilitate real-time viewing;
and the health suggestion receiving module (13) is used for receiving the health intervention data generated by the health intervention module (3) according to the individual evaluation condition and the health intervention strategy of the simulation modeling and evaluation module (2) after the terminal device (4) is connected with the health evaluation and intervention platform, so as to display the health intervention data on the terminal device (4).
2. The terminal device based on the family health assessment and intervention system according to claim 1, wherein the health intervention module (3) further establishes a data connection with a medical platform management system (5), the health intervention module (3) obtains order information from the medical platform management system (5) or the medical platform management system (5) sends the order information to the health intervention module (3), and the health intervention module (3) combines the order information to form health intervention data and feeds the health intervention data back to the health advice receiving module (13) of the terminal device (4).
3. The home health assessment and intervention system-based terminal device according to claim 1, wherein the data acquisition module (1) acquires the acquired data from the individual rehabilitation device (6) and the environment monitoring device (7).
4. The home health assessment and intervention system based terminal device according to claim 3, wherein the rehabilitation device (6) comprises a portable wearable device and a home health device.
5. The home health assessment and intervention system based terminal device of claim 1, further comprising an early warning message module (15);
and a health early warning module (8) of the health assessment and intervention platform receives the individual health assessment data of the simulation modeling and assessment module (2), carries out risk level classification on the individual health assessment data, generates alarm prompt information according to preset alarm conditions, sends the alarm prompt information to an early warning message module (15) of the terminal device (4), and the early warning message module (15) receives the alarm prompt information and displays the alarm prompt information by the terminal device (4).
6. The home health assessment and intervention system-based terminal device according to claim 1, further comprising:
and the health knowledge query module (16) is used for reading or searching image knowledge and text knowledge related to rehabilitation treatment stored in a health knowledge database (9) of the health assessment and intervention platform.
7. The home health assessment and intervention system-based terminal device according to claim 1, further comprising:
and the resource allocation receiving module (14) is used for receiving the data of the reasonable scheduling information of the medical resource service generated by the resource allocation module (10) according to the spatial position data of the hospital, the occupation condition of the medical resource and the individual spatial position information.
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| CN202111224615.9A CN113871013A (en) | 2021-10-19 | 2021-10-19 | Terminal device based on family health assessment and intervention system |
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| CN202111224615.9A CN113871013A (en) | 2021-10-19 | 2021-10-19 | Terminal device based on family health assessment and intervention system |
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