"Physical Medicine Integration" emphasizes the exercise intervention of the disease,Prevention of illness is not heavy or even short。Its validity has been proof of a large number of research results,Related practice has a significant degree of improvement in the improvement of various chronic diseases and even cancer。The 20th National Congress of the Party pointed out in the "Promoting Healthy China Construction",To "adhere to prevention,Strengthen the health management of major chronic diseases,Improve grassroots disease prevention and treatment and health management capabilities "。Comprehensive Implementation of the "Fusion of Physical Medicine" strategy,It is an important part of achieving the strategic goals of "Healthy China"。
Now,my country has basically cultivated soils that implement the "physical medical integration" policy。On the one hand,All people's fitness has a relatively solid mass foundation in my country。On the other hand,The early exploration of the "how to integrate" department of sports and health has begun to take results in the early stage of "how to integrate"。But related research indicates,At present, "physical medicine integration" is facing the problem of "concept and lack of top -level design",Specifically includes the absence of the fusion mechanism、Insufficient service system, etc.。Multiple studies propose "concept integration", "departmental integration", "technical fusion", "talent fusion"bet365 Play online games , "business integration", "industrial integration" and other paths,But the specific implementation of any of the fusion paths is faced with certain difficulties。Perhaps,To solve the problem of "how to integrate",You need to think about whether there is a system that can integrate these "fusion",Plan "Fusion" with systemic thinking plan。"Fusion of Physical Medicine Data" brought some possibilities under this path。
"Physical Data Fusion" is based on systematic theory、The top -level design of multiple "physical medicine integration" paths。Mobile Internet and Data Integration Technology,provides a technical foundation for the practice of "physical data data fusion"。Manuel Castells put forward the concept of "flow space" in the book "Rise of the Internet Society",Meaning to a physical reality based on virtual technology。This article is based on this theoretical term that was born in the web1.0 era but still has potential in the current potential,Put forward the concept of "stream organization" for the modal of "physical medicine data",and define it as: user data stream、Basic information and professional content of sports bet365 best casino games institutions and related medical departments as data subject,A distributed heterogeneous system and de -central public health organization based on the "integration" of the cloud platform and data integration technology。User data streams mainly include: daily flow data obtained by mobile devices (Self Tracking)、Stream data of self -health management and personalized exercise diagnosis and treatment demands、Electronic medical records and other source data stored by community health and medical institutions。Basic information of sports institutions and related medical departments refers to,Medical experts、Geographical location and other matching information,Its professional content mainly includes: the motion prescription database of evidence -based evidence、Scientific knowledge of non -personalized sports training。
"Healthy China 2030 Planning Outline" proposes "co -construction and sharing、National Health "concept,And pointed out, "To promote the extensive participation of the whole society,Strengthen cross -departmental collaboration ... Form multi -level、Diversified social co -governance pattern "。This "social co -governance pattern" requires technical empowerment,Migraphic data organizations rather than determine the physical coordinated agency form of physical border or high feasibility。Public health "flow tissue" form based on "physical medical data fusion",It is to establish a data integration and sharing link in the physical layer of the organizational model。On its virtual layer,Personalized interaction between users and professional institutions and platform databases,Related information to obtain knowledge and connect offline training,Community interaction functions between users with professional institutions participating。So,All individual users and professional institutions are given storage、Maintenance、The right to construct the "stream organization" of its own data set for generating its data set。As a health subject, all people become the source of the power of "co -construction and sharing",Therefore, the publicity of this "social governance pattern" to the greatest extent。
We can also simply understand this public health "flow bet365 live casino games organization" as: a full use of semantic matching technology、Network service system that meets the needs of related health information such as users' sports and prescriptions。Since the user is the core of the system,So the data fusion "flow organization" first needs to face the issue of individual data ownership,This is the current problem,"Physical Medicine Data" is particularly reflected,This is related to health data that is a very privacy personal information。"Civil Code" recognizes privacy and personal information protection as personality right,Personal information has dual attributes of personality and property。For this,In "Medical Data Fusion",Strengthen and use technical means to ensure the personality rights of user data,Reserve but not implemented its transaction rights for the time being,Or can be used as a current selection。
Distributed public health service system based on "physical medical data fusion",Need to rely on cloud computing,At the same time, to realize the poly source of "physical medicine data"、Multi -dimensional、Multi -mode fusion。The multi -source fusion is to the user from the user、Professional institutions、The heterogeneous data of multiple information sources such as the platform data resources for multi -level、Multi -dimensional integration and correlation analysis and evaluation,Then generates new data fusion methods of meaningful information。Multi -dimensional of multi -dimensional user health needs。Multi -dimensional fusion to assist users to formulate decisions,Collect data with multiple dimensions features and convert it into analytical values。Multi -mode fusion refers bet365 Play online games to the text、Image、"Physical Medicine Data" with three modes of video fusion,While shrinking heterogeneous differences between various modes,A cross -fusion method of maintaining a specific semantic integrity of various modes。
Because "physical medicine data" includes both the subject -oriented theme、The source data of the data warehouse with stability and time -degradation (such as electronic medical records、Sports prescription database, etc.),It also includes the flow data that changes at any time and is determined in real time (such as the user's personalized health needs information、Large time and space data based on wearable devices, etc.),So the integration of the entire data is a stream -based calculation、Dynamic integration process of interactive computing and batch process。In this process,Calculation procedures for multiple processing units for uninterrupted real -time calculation of data,The results of its calculations and transmission are reflected in the new knowledge that continuously meets the needs of user health information。The destination of data fusion is knowledge fusion。New knowledge generated by "physical medicine data fusion",It is a characteristic of achieving the goal of knowledge fusion。
Three main organizational paradigms of the data fusion system are architecture (Architecture)、Framework and Model (Model)。Considering the high complexity of "physical medicine data" itself and after integration,The distributed physical architecture of the "Physical Medicine Integration Data System" is necessary to be integrated instead of a commonly used framework and model that uses the current data fusion。The framework is a harshist and axiom -based reasoning bet365 Play online games system for data fusion,This fusion system can comprehensively use the more common probability (Probabilistic) reasoning、possibility (Possibilistic) reasoning and evidence (Evidence) reasoning (Evidence) reasoning (Evicential) reasoning (Evidence) reasoning (Evidence) reasoning (Evidence) reasoning (Evidence) reasoning (Evidential) reasonable reasoning,To make the integration of knowledge based on the "physical medicine data" is based on more richness,You can also integrate the current commonly used JDL、Three data fusion models of dasarathy and waterfall,Make the "Physical Medical Data Integration Model" be able to integrate and feedback offline action information,To achieve the characteristics and functions of the model closure。
Based on the concept of "physical medical integration"、Public Health "Stream Organization" relying on data fusion technology,Is an open self -organized system。The data interaction with the external environment every time,All constitute a new element of the system's self -renewal internal stability -the more frequent interaction,The stronger the update ability,The more stable the system is。The advantage of this feature is: Once the system starts,It is easy to enter a virtuous cycle with obvious intensive effects。but but,There are also some challenges in this mode,That is, the initial model construction requires the right to determine the rights and obligations of all parties。Therefore,Public Health Organization Model that promotes "physical medicine integration" with data fusion,Need to cooperate with all parties to conduct more inquiry。
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(Author Unit: School of Physical Sciences, Nanjing Normal University; School of Journalism and Communication of Anhui University)
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