1. An infectious disease monitoring, prevention and control system under a multipoint triggering view angle is characterized in that: the system comprises an infectious disease monitoring, early warning and handling module, a monitoring module, a rule management module and an early warning and analyzing module which are all in communication connection with the infectious disease monitoring, early warning and analyzing module, wherein the early warning and analyzing module is sequentially in communication connection with a mobile terminal and an emergency handling module;

the monitoring module is used for collecting data of suspected cases of infectious diseases at least from two dimensions of time and area and uploading the data to the infectious disease monitoring, early warning and handling module;

the rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module;

the infectious disease monitoring and early warning handling module is used for screening effective data from suspected case data of infectious diseases and comparing the effective data with a threshold value;

the early warning analysis module is used for sending a confirmation request to a manager holding the mobile terminal after the valid data exceeds a threshold value; after the manager confirms that the infection is sudden or fulminant, the emergency disposal module is triggered to carry out emergency disposal.

2. An infectious disease monitoring, prevention and control system under a multi-point trigger view as claimed in claim 1, wherein: the emergency disposal module is connected with a resource management module and an investigation disposal mobile terminal capable of receiving, displaying and uploading information in a communication mode, the resource management module is at least connected with an expert database, an equipment database and an equipment database in a communication mode, and the investigation disposal mobile terminal is held by on-site investigation disposal personnel.

3. An infectious disease monitoring, prevention and control system under a multi-point trigger view according to claim 2, wherein: and the resource management module is communicated with a knowledge base which records different modes of cutting off the transmission paths of the infectious diseases.

4. An infectious disease monitoring, prevention and control system under multi-point trigger view as claimed in claim 1 wherein the monitoring module comprises at least information collection units located at each site.

5. An infectious disease monitoring, prevention and control system from a multi-point trigger perspective as claimed in claim 4 wherein the site includes but is not limited to one or more of an out-patient clinic, HIS, pharmacy, CDC and 12320.

6. An infectious disease monitoring, prevention and control system under a multi-point trigger view as claimed in claim 1, wherein the infectious disease monitoring, pre-warning and treatment modules are disposed in different regions and management levels, and are communicatively connected to the same database for storing historical infectious disease and non-infectious disease data.

7. The infectious disease monitoring, preventing and controlling system under the multi-point triggering visual angle is characterized by comprising an infectious disease monitoring, early warning and handling module, a monitoring module, a rule management module and an early warning and analyzing module which are all in communication connection with the infectious disease monitoring, early warning and analyzing module, wherein the early warning and analyzing module is sequentially in communication connection with a mobile terminal and an emergency handling module;

the monitoring module is used for collecting the use data of the medical instrument at least from two dimensions of time and area and uploading the data to the infectious disease monitoring, early warning and handling module;

the rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module;

the infectious disease monitoring, early warning and handling module is used for screening effective data from the use data of the medical instrument and comparing the effective data with a threshold value;

the early warning analysis module is used for sending a confirmation request to a manager holding the mobile terminal after the valid data exceeds a threshold value; after the manager confirms that the infection is sudden or fulminant, the emergency disposal module is triggered to carry out emergency disposal.

8. An infectious disease monitoring, prevention and control system under multi-point trigger view as claimed in claim 7, wherein the monitoring module comprises at least information collecting units disposed at each site, the rule management module is used to set threshold values for the infectious disease monitoring, early warning and handling module; the threshold is set based on medical use during the previous or previous infection outbreaks, including the set of medical devices whose frequency or duration of use exceeds the usual data during the infection outbreak, and the frequency and/or duration of use of the sets of medical devices.

9. An infectious disease monitoring, prevention and control method under a multipoint triggering view angle is characterized by comprising the following steps:

s1, collecting data of suspected cases of infectious diseases at least from two dimensions of time and area;

s2, using the personal information as the data reference, screening the collected data to obtain effective data with time information and region information when infectious disease symptom information or infectious disease medicine information appears for the first time;

s3, after the valid data are collected, setting a threshold value, and judging whether the current valid data exceed the threshold value;

when a threshold value is set, firstly, the minimum unit cell in the historical fulminant infectious disease area is set, and a coordinate point is given to each minimum unit cell; and calculating a spatial threshold based on the spatial and temporal distributions of the valid data of the historical fulminant infections in the areaAnd time threshold；

Judging whether the current effective data exceeds a threshold value, firstly setting a minimum cell in a current monitoring area which is equal to the minimum cell in the historical outbreak infectious disease area, and assigning a coordinate point to the minimum cell in each current monitoring area; calculating the spatial distribution characteristic and the time characteristic of effective data in the current monitoring area;

comparing spatial distribution features with spatial thresholdsAnd temporal features and temporal thresholdsSpatial thresholdAnd time thresholdIf any one of the signals is crossed, an early warning signal is sent out;

s4, after the early warning signal is sent out, the manager confirms the early warning signal;

and S5, if the infectious disease is confirmed to be sudden or outbreak, dispatching personnel to deal with the infectious disease in an emergency, and if not, continuing monitoring.

10. The method of claim 9, wherein the spatial threshold is set as a threshold valueThe calculation method comprises the following steps: for a certain historical outbreak of infectious disease, there are n coordinate points before interventionRespectively appearThe effective data is strip, wherein n = m, then the expected value of the effective data distribution in the area is calculated by formula (1)：

（1）

Wherein the content of the first and second substances,is composed ofAccumulation of (1);

calculating the spatial distribution characteristic of the effective data in the region by the formula (2)：

（2）

For p times of historical outbreaks of infectious diseases, the spatial distribution characteristics of each time are respectively calculated by the formulas (1) and (2)And obtaining a spatial threshold base number by the formula (3)：

（3）

WhereinRespectively the confirmed diagnosis number of p times of historical fulminant infectious diseases before intervention,is composed ofAccumulation of (1);

for different infectious diseases, the spatial threshold is set by the formula (4)Comprises the following steps:

（4）

wherein K is the infection coefficient.

11. The method of claim 10, wherein the method comprises: determining whether the current valid data crosses the threshold comprises the steps of:

calculating the spatial distribution characteristic of currently monitored effective data by the formulas (1) and (2)；

When in useIf so, determining that valid data crosses a threshold;

when in useIf so, it is determined that valid data does not cross the threshold.

Background

Infectious diseases have been accompanied by humans since the beginning. However, since the time interval between outbreaks of infectious diseases has been extremely long, people cannot maintain sensitivity to various infectious diseases. And before the outbreak, the patient is scattered in various places, and under the condition that the number of the patient is not large in the initial period, the patient is respectively connected to different outpatient clinics, hospitals and other places in an abutting mode, before a large scale is formed, medical workers cannot be quickly alerted, and a certain time is needed for determining a diagnosis result. Therefore, until now, people still only know to do so after a very large number of outbreaks have passed. But this already causes great personal injury and economic losses.

Disclosure of Invention

The technical problem to be solved by the invention is to provide an infectious disease monitoring, prevention and control system under a multipoint triggering visual angle, which can informationize, instantaneize, accurately and simply the gateway of infectious disease early warning, can discover infectious diseases earlier, is convenient for controlling epidemic situations earlier, reduces harm to society and economy, and saves labor cost.

In order to solve the technical problems, the invention provides an infectious disease monitoring, preventing and controlling system under a multipoint triggering visual angle, which comprises an infectious disease monitoring, early warning and handling module, a monitoring module, a rule management module and an early warning and analyzing module, wherein the monitoring module, the rule management module and the early warning and analyzing module are all in communication connection with the infectious disease monitoring, early warning and handling module; the monitoring module is used for collecting data of suspected cases of infectious diseases at least from two dimensions of time and area and uploading the data to the infectious disease monitoring, early warning and handling module; the rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module; the infectious disease monitoring and early warning handling module is used for screening effective data from suspected case data of infectious diseases and comparing the effective data with a threshold value; the early warning analysis module is used for sending a confirmation request to a manager holding the mobile terminal after the valid data exceeds a threshold value; after the manager confirms that the infection is sudden or fulminant, the emergency disposal module is triggered to carry out emergency disposal.

In a preferred embodiment of the invention, the emergency disposal module is in communication connection with a resource management module and a survey disposal mobile terminal capable of receiving, displaying and uploading information, the resource management module is in communication connection with at least an expert database, an equipment database and an equipment database, and the survey disposal mobile terminal is held by on-site survey disposal personnel.

In a preferred embodiment of the present invention, the resource management module further comprises a knowledge base for recording different ways of cutting off the transmission of infectious diseases.

In a preferred embodiment of the present invention, the monitoring module further comprises at least an information collecting unit disposed at each site.

In a preferred embodiment of the present invention, the site further comprises, but is not limited to, one or more of an outpatient service, a HIS, a pharmacy, a CDC, and 12320.

In a preferred embodiment of the present invention, the infectious disease monitoring, early warning and handling module is disposed in different regions and management levels, and the infectious disease monitoring, early warning and handling module is communicatively connected to the same database for storing historical infectious disease and non-infectious disease data.

The invention also provides another infectious disease monitoring, preventing and controlling system under the multi-point trigger visual angle, which comprises an infectious disease monitoring, early warning and handling module, a monitoring module, a rule management module and an early warning and analyzing module, wherein the monitoring module, the rule management module and the early warning and analyzing module are all in communication connection with the infectious disease monitoring, early warning and analyzing module;

the monitoring module is used for collecting the use data of the medical instrument at least from two dimensions of time and area and uploading the data to the infectious disease monitoring, early warning and handling module;

the rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module;

the infectious disease monitoring, early warning and handling module is used for screening effective data from the use data of the medical instrument and comparing the effective data with a threshold value;

the early warning analysis module is used for sending a confirmation request to a manager holding the mobile terminal after the valid data exceeds a threshold value; after the manager confirms that the infection is sudden or fulminant, the emergency disposal module is triggered to carry out emergency disposal.

In a preferred embodiment of the present invention, the monitoring module at least comprises an information acquisition unit disposed at each site, and the rule management module is configured to set a threshold for the infectious disease monitoring, early warning and handling module; the threshold is set based on medical use during the previous or previous infection outbreaks, including the set of medical devices whose frequency or duration of use exceeds the usual data during the infection outbreak, and the frequency and/or duration of use of the sets of medical devices.

The invention also provides an infectious disease monitoring, preventing and controlling method under the multi-point trigger visual angle, which comprises the following steps:

s1, collecting data of suspected cases of infectious diseases at least from two dimensions of time and area;

s2, using the personal information as the data reference, screening the collected data to obtain effective data with time information and region information when infectious disease symptom information or infectious disease medicine information appears for the first time;

s3, after the valid data are collected, setting a threshold value, and judging whether the current valid data exceed the threshold value;

when a threshold value is set, firstly, the minimum unit cell in the historical fulminant infectious disease area is set, and a coordinate point is given to each minimum unit cell; and calculating a spatial threshold based on the spatial and temporal distributions of the valid data of the historical fulminant infections in the areaAnd time threshold；

Judging whether the current effective data exceeds a threshold value, firstly setting a minimum cell in a current monitoring area which is equal to the minimum cell in the historical outbreak infectious disease area, and assigning a coordinate point to the minimum cell in each current monitoring area; calculating the spatial distribution characteristic and the time characteristic of effective data in the current monitoring area;

comparing spatial distribution features with spatial thresholdsAnd temporal features and temporal thresholdsSpatial thresholdAnd time thresholdIf any one of the signals is crossed, an early warning signal is sent out;

s4, after the early warning signal is sent out, the manager confirms the early warning signal;

and S5, if the infectious disease is confirmed to be sudden or outbreak, dispatching personnel to deal with the infectious disease in an emergency, and if not, continuing monitoring.

In a preferred embodiment of the present invention, the spatial threshold isThe calculation method comprises the following steps: for a certain historical outbreak of infectious disease, there are n coordinate points before interventionRespectively appearThe effective data is strip, wherein n = m, then the expected value of the effective data distribution in the area is calculated by formula (1)：

（1）

Wherein the content of the first and second substances,is composed ofAccumulation of (1);

calculating the spatial distribution characteristic of the effective data in the region by the formula (2)：

（2）

For p times of historical outbreaks of infectious diseases, the spatial distribution characteristics of each time are respectively calculated by the formulas (1) and (2)And obtaining a spatial threshold base number by the formula (3)：

（3）

WhereinRespectively the confirmed diagnosis number of p times of historical fulminant infectious diseases before intervention,is composed ofAccumulation of (1);

for different infectious diseases, the spatial threshold is set by the formula (4)Comprises the following steps:

（4）

wherein K is the infection coefficient.

In a preferred embodiment of the present invention, determining whether the current valid data exceeds the threshold comprises the steps of:

calculating the spatial distribution characteristic of currently monitored effective data by the formulas (1) and (2)；

When in useIf so, determining that valid data crosses a threshold;

when in useIf so, it is determined that valid data does not cross the threshold.

Compared with the prior art, the invention has the beneficial effects that:

the invention can informationize and instantaneize the pass of infectious disease early warning, can discover infectious diseases earlier, improves the efficiency of the whole monitoring, early warning and disposal link, shortens the time consumed by discovering, early warning and disposal, is convenient to control epidemic situations earlier and reduces the harm to the society and the economy. And the early warning judgment is simpler and more accurate, and the labor cost is saved.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to be able to obtain other drawings based on these drawings without creative efforts.

FIG. 1 is a schematic diagram of an infectious disease monitoring and controlling system under a multi-point triggering view according to the present invention;

fig. 2 is a schematic flow chart of the infectious disease monitoring and controlling method under the multi-point trigger view angle of the present invention.

Detailed Description

The technical solutions in the embodiments of the present invention will be described clearly and completely below, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.

Example 1

Referring to fig. 1, the invention discloses an infectious disease monitoring, prevention and control system under a multipoint triggering view angle, which comprises an infectious disease monitoring, early warning and handling module, and a monitoring module, a rule management module and an early warning and analyzing module which are all in communication connection with the infectious disease monitoring, early warning and handling module. The early warning analysis module is sequentially in communication connection with the mobile terminal and the emergency handling module. The monitoring module collects data of suspected cases of infectious diseases at least from two dimensions of time and area and uploads the data to the infectious disease monitoring, early warning and handling module. The rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module. The infectious disease monitoring and early warning handling module screens effective data from suspected case data of infectious diseases and compares the effective data with a threshold value. And the early warning analysis module is used for sending a confirmation request to a manager holding the mobile terminal after the valid data exceeds the threshold value. After the manager confirms that the infection is sudden or fulminant, the emergency treatment module is triggered to carry out emergency treatment. The optimized design can find the infectious diseases earlier through informatization and instantaneization ways of the gateway of the infectious disease early warning, improves the efficiency of the whole monitoring, early warning and disposal link, shortens the time consumed by finding the early warning and disposing the early warning everywhere, is convenient for controlling the epidemic situation earlier and reduces the harm to the society and the economy.

Specifically, the monitoring module at least includes an information acquisition unit disposed at each site. The information acquisition unit can be a client additionally arranged on the site, or can be a system used by each site. The site includes, but is not limited to, one or more of an outpatient clinic, HIS (hospital information system), pharmacy, CDC, and 12320 (public health service telephone). The patient is outpatient and HIS is admitted and personal and infectious disease symptom information is recorded. The pharmacy records personal information and infectious disease drug information when selling the drugs. The CDC and 12320 record the received reports, personal information involved in the consultation, infectious disease symptom information, and infectious disease drug information.

The personal information at least comprises name, gender, age, family address, physical sign and visit time. The infectious disease symptom information at least comprises inspection results and imaging information. The examination results include fever, headache, cough, common cold and diarrhea. Infectious disease drug information is classified as fever medications, headache medications, cough medications, cold medications, and diarrhea medications. When various information is recorded, natural semantic recognition, text recognition and the like can be used so as to improve the recording efficiency.

The infectious disease monitoring, early warning and handling module may be a server installed in a CDC (disease prevention control center) or other related functional departments. And the infectious disease monitoring, early warning and processing module of the basic layer processes the data in the district, and screens effective data from the data reported by the monitoring module. The screening process includes, but is not limited to, merging data, rejecting duplicate data, and rejecting important missing data. The rejected invalid data is confirmed by manual intervention, using telephone or on-site. And (4) after the artificial intervention, if the data meet the requirements, the data are changed into valid data and are re-recorded into the infectious disease monitoring, early warning and handling module, and if the data are still invalid data, the data are directly eliminated. And after the infectious disease monitoring, early warning and handling module obtains complete effective data, the effective data is compared with a threshold value. And if the number of the effective data exceeds a threshold value, sending an early warning signal to an early warning analysis module, otherwise, not sending the early warning signal. Preferably, the threshold includes a spatial threshold and a temporal threshold.

In order to improve the accuracy, timeliness and response speed of early warning, the early warning analysis module is in wireless communication with the mobile terminal. The mobile terminal is held by the manager. And after the early warning analysis module receives the early warning signal, sending a confirmation request to the mobile terminal. The manager checks and confirms the personal information, infectious disease symptom information and infectious disease drug information recorded in the confirmation request. If the manager confirms the outbreak or outbreak of an infectious disease, the emergency treatment module is triggered immediately.

The early warning analysis module can provide early warning for the monitoring prevention and control office including the warning light that sets up at the monitoring prevention and control office, ensures that the early warning is received by the personnel.

To ensure that the infectious disease can be effectively identified and disposed of after the early warning. The emergency disposal module is connected with the resource management module and the investigation disposal mobile terminal in a communication mode.

The resource management module is at least in communication connection with the expert database, the equipment database and the equipment database. The expert database records experts with different specialties and abilities; medical equipment for treating different infectious diseases is stored in the equipment library, or the positions of the medical equipment are recorded; the equipment warehouse stores the protective equipment for different infectious diseases or records the positions of the protective equipment. The experts, the medical equipment and the protective equipment are matched and called by the resource management module and fed back to the emergency disposal module.

In addition, in some preferred embodiments of the present invention, the resource management module is further communicatively connected to a knowledge base. The knowledge base at least records the way of cutting off the transmission path of different infectious diseases. For example, the type and proportion of disinfectant. For the survey and treatment personnel to use after calling.

The mobile terminal for investigation and treatment is held by on-site investigation and treatment personnel. The mobile terminal for investigation and treatment can receive, display and upload information. After the mobile terminal for investigation and treatment receives the attendance information, the mobile terminal for investigation and treatment is carried by the personnel for investigation and treatment to the field with the medical equipment and the protective equipment displayed on the attendance information for investigation and treatment. And the on-site conditions are pushed to experts and management personnel through the investigation and treatment mobile terminal for analysis and decision. Meanwhile, the mobile terminal for investigation and treatment automatically records the set quasi-structured epidemiological investigation voice through AI voice processing, converts the quasi-structured epidemiological investigation voice into a text, forms structured epidemiological investigation data through natural semantic recognition and later-stage manual intervention, further forms an entity relationship diagram, helps epidemiological investigation and treatment personnel to deduce and determine an infection source, close contacts and a transmission path, and provides a basis for controlling infectious diseases. The entity relationship graph refers to people and things which have been in contact with the infection source and are identified by a time line or a space line list.

In order to facilitate comparison of historical infectious disease and non-infectious disease data, a database can be communicated and connected with the infectious disease monitoring, early warning and handling module. The database is used for storing historical infectious disease and non-infectious disease data. Infectious disease monitoring and early warning treatment modules in different regions and management levels use the same database, and treatment delay and standard inconsistency caused by multiple calls are avoided.

Referring to fig. 2, the invention also discloses an infectious disease monitoring, preventing and controlling method under the multi-point triggering view angle, which comprises the following steps:

s1, collecting data of suspected cases of infectious diseases at least from two dimensions of time and area;

when collecting data of suspected cases of infectious diseases, first, personal information registered and recorded on site is anchored to each suspected patient, and then all symptom information and purchased medicine information of the suspected patients are assigned to names of the suspected patients.

The collection locations include, but are not limited to, one or more of an outpatient clinic, HIS (hospital information system), pharmacy, CDC, and 12320 (public health service telephone).

S2, screening effective data; according to the method, common symptom information and common medicine information of a patient who presents or consults infectious diseases managed by class A or according to class A and infectious disease medicine information managed by class A or according to class A and rarely or seriously concerned are removed, the time and the area of first presenting the symptom information or purchasing the infectious disease medicine are recorded, and then subsequent continuous visiting and purchasing information is removed. Thereby screening and forming effective data of time and region with personal information, first-appearing infectious disease symptom information or infectious disease drug information.

The infectious diseases include, but are not limited to, plague, cholera, SARS, spinal cord ash, human avian influenza, pulmonary anthrax, diphtheria, filariasis, unidentified pneumonia, human infection with H7N9 avian influenza, Ebola hemorrhagic fever, novel coronavirus pneumonia, measles, hand-foot-and-mouth disease (severe or dead cases), malaria, acute schistosomiasis, and Zika virus disease. Different regions can increase other infectious diseases according to the monitoring, prevention and control needs of the regions.

The personal information at least comprises name, gender, age, family address, physical sign and medical time. The infectious disease symptom information includes fever, headache, cough, cold and diarrhea. The infectious disease drug information includes fever drugs, headache drugs, cough drugs, cold drugs, and diarrhea drugs.

Invalid data with important deficiency in personal information, infectious disease symptom information and infectious disease medicine information is supplemented as valid information after being confirmed by manual intervention. If the data can not be confirmed, the data is directly excluded.

S3, after the valid data are collected, setting a threshold value, and judging whether the current valid data exceed the threshold value;

1. setting a threshold value

And during setting, determining the minimum unit cell of the area according to statistical requirements and technical conditions, and assigning each minimum unit cell to a coordinate point. The minimum cell may be a household, building, cell, street, district, city, etc. The coordinate points may be two-dimensional or three-dimensional. Preferably, the coordinate point is a point coordinate on a two-dimensional plane composed of longitude and latitude.

1) First, a spatial threshold is calculatedFor a certain historical outbreakBefore intervention, there are n coordinate pointsRespectively appearThe effective data is strip, wherein n = m, then the expected value of the effective data distribution in the area is calculated by formula (1)：

（1）

Wherein the content of the first and second substances,is composed ofAccumulation of (1);

calculating the spatial distribution characteristic of the effective data in the region by the formula (2)：

（2）

For spatially distributed featuresThe larger the value, the more discrete the effective data distribution is represented; the smaller the value, the more concentrated the effective data distribution.

For p times of historical outbreaks of infectious diseases, the spatial distribution characteristics of each time are respectively calculated by the formulas (1) and (2)And obtaining a spatial threshold base number by the formula (3)：

（3）

WhereinRespectively the confirmed diagnosis number of p times of historical fulminant infectious diseases before intervention,is composed ofAnd (4) accumulating.

For different infectious diseases, the spatial threshold is set by the formula (4)Comprises the following steps:

（4）

wherein K is the infection coefficient. For infectious diseases with higher infection coefficients, the spatial threshold value is determinedThe larger. The threshold may be crossed when the infection has not been intensively outbreak, i.e., the effective data distribution is relatively scattered.

The K value may be an international historical average value, but may be adjusted according to local characteristics due to differences in infectivity of infectious diseases in different temperature and humidity regions, different populations, and the like. For example, if the infectivity of infectious diseases is stronger in a low temperature region than in a high temperature region, the K value obtained from the high temperature region can be increased appropriately when the low temperature region is used, and vice versa.

2. Judging whether the current valid data crosses the threshold value

Calculating the spatial distribution characteristic of currently monitored effective data by the formulas (1) and (2). When calculating, the current timeAs a reference point, the effective data collected in the forward time t is the calculation basis.

The specific determination method is as follows:

when in useWhen the data is judged to cross the threshold value, the data is judged to be high early warning level;

when in useIf so, judging that the valid data does not cross the threshold and is at a low early warning level;

once the threshold is crossed, a warning signal is issued.

In addition, in order to monitor an infectious disease that has not been found before or further improve the accuracy of monitoring and pre-warning, a time threshold may be calculated in step S3 in the method for monitoring and controlling infectious disease under a multi-point trigger view according to some other preferred embodiments of the present invention. Time thresholdAnd spatial thresholdThe monitoring can be carried out simultaneously or alternatively.

First, the current time is collectedValid data of the previous time t 'year, and dividing the time t' into widths of days, weeks or monthsIs/are as followsAnd (3) calculating the number of effective data of the monitored symptoms or the monitored medicines under each section, and fitting into a curve:

（5）

then the current timeAs a reference point, the time of forward push(time of day)Not developing infectious disease) is divided into a plurality of divisions by yearIs/are as followsAnd (4) section. Find the current timeIn each section having a width ofCorresponding time within the time ofAnd respectively evaluating after derivation at the point to obtain the formula (6):

(6)

obtaining a time threshold value by equation (7)：

(7)

Judging whether the current valid data exceeds a time threshold valueThe method comprises the following steps:

when in useAre all not zero, and satisfyIs greater thanOf any one of the valuesWhen the time is doubled, the data is judged to be valid and exceeds the threshold value, and is recorded asI.e. by(ii) a If it isZero, the calculation of this term is excluded.The average value of the infection coefficients of various infectious diseases can be taken, and the minimum value of the infection coefficients can also be taken.

At a spatial thresholdAnd time thresholdWhen comprehensively judging, the specific judging method is as follows:

when in useAnd is andwhen the situation is established, the effective data is judged to cross the threshold value and is at a high early warning level;

when in useIs established, andif the data is not true, judging that the valid data crosses the threshold and is at a medium early warning level;

when in useIs not true, andif the data is not established, the valid data is judged not to cross the threshold value, and the data is in a non-early warning level.

Example 2

The monitoring module in embodiment 1 needs to include at least information acquisition units provided at respective sites. The information acquisition unit can be a client additionally arranged on the site, or can be a system used by each site. The site includes, but is not limited to, one or more of an outpatient clinic, HIS (hospital information system), pharmacy, CDC, and 12320 (public health service telephone). The patient is outpatient and HIS is admitted and personal and infectious disease symptom information is recorded. The pharmacy records personal information and infectious disease drug information when selling the drugs. The CDC and 12320 record the received reports, personal information involved in the consultation, infectious disease symptom information, and infectious disease drug information.

In order to further reduce the cost of the monitoring module and facilitate real-time summarization and analysis, so as to discover and effectively control infectious diseases in time, the embodiment provides an infectious disease monitoring and prevention and control system under a multi-point triggering view angle formed based on the use condition of medical devices, which specifically comprises an infectious disease monitoring and early warning processing module, and a monitoring module, a rule management module and an early warning analysis module which are all in communication connection with the infectious disease monitoring and early warning processing module. The early warning analysis module is sequentially in communication connection with the mobile terminal and the emergency handling module. The functions and actions of the respective modules are substantially similar to those of embodiment 1, and the differences are mainly focused on the monitoring module.

Specifically, the monitoring module includes a shared network end, where each region and various medical devices are in communication connection with the shared network end, and the medical devices include disease diagnosis devices, disease treatment devices, and the like. Specifically, the disease diagnosis apparatus may be, for example, a CT apparatus, a nuclear magnetic resonance apparatus, an electrocardiograph apparatus, or the like, which is mainly used for assisting in the confirmation of a disease, and the disease treatment apparatus may include a microwave treatment apparatus, a respiratory anesthesia apparatus, an oxygen therapy apparatus, or the like, which is mainly used for treating a disease.

The shared network end further comprises an information acquisition unit, wherein the information acquisition unit is used for acquiring the use conditions of the medical instruments during the current and previous infectious disease outbreaks, the use conditions not only comprise the use conditions of the medical instruments in different regions and the use conditions of the medical instruments at different times, but also specifically comprise the use frequency, the use time, the number of the medical instruments running simultaneously and the like, and therefore the use conditions of the medical instruments in multiple places (namely multiple points) during the current and previous infectious disease outbreaks are obtained. The monitoring module is used for collecting the use data of the medical instrument at least from two dimensions of time and area and uploading the data to the infectious disease monitoring, early warning and handling module.

For example, when a certain infectious disease outbreak occurs somewhere, it is necessary to use at least a set of medical instruments [ X1, X2, X3] (X1, X2, X3 refer to different medical instruments), each of the medical instruments X1, X2, X3 is used N1, N2, N3 times per day correspondingly, and then the threshold value may be set to a value close to the N series. In the case of medical data monitored on a certain day, the frequency of using the local X1, X2 and X3 … … Xn medical instruments is M1, M2 and M3 … … Mn, wherein M1, M2 and M3 are abnormally increased just compared with the ordinary time, so that M1 is compared with N1, M2 is compared with N2, and M3 is compared with N3, and the proximity degree of the M series and the N series reflects the possibility of infection outbreak. However, when only M1, M2, and M4 medical devices are abnormal, it is not necessary to identify the infection outbreak, and it is necessary to match the infections corresponding to the X1, X2, and X4 medical devices.

Particularly, the comprehensive judgment can be performed only by considering the use conditions of a plurality of medical instruments in various places to comprehensively consider and considering the use conditions of a plurality of medical instruments which are usually used during an outbreak of a certain infectious disease.

Of course, after the information acquisition unit acquires the information, a screening process is also included. The screening process includes, but is not limited to, merging data, rejecting duplicate data, and rejecting important missing data. The rejected invalid data is confirmed by manual intervention, using telephone or on-site.

The rule management module is used for setting a threshold value for the infectious disease monitoring, early warning and handling module; the threshold is set based on medical use during the previous or previous infection outbreaks, including the set of medical devices whose frequency or duration of use exceeds the usual data during the infection outbreak, and the frequency and/or duration of use of the sets of medical devices.

The infectious disease monitoring, early warning and handling module is used for screening effective data from the use data of the medical instrument and comparing the effective data with a threshold value. The comparison process is

The early warning analysis module is used for comparing the current use condition of the medical instrument with the use condition of various medical instruments in the previous infectious disease outbreak period, and if the effective data of the early warning analysis module exceeds a threshold value, an early warning signal is sent to the early warning analysis module, otherwise, the early warning signal is not sent. Preferably, the threshold includes a spatial threshold and a temporal threshold. The time dimension is the current and past infectious disease outbreaks, and the space dimension is each region.

In order to improve the accuracy, timeliness and response speed of early warning, the early warning analysis module is in wireless communication with the mobile terminal. The mobile terminal is held by the manager. And after the early warning analysis module receives the early warning signal, sending a confirmation request to the mobile terminal. The manager checks and confirms the personal information, infectious disease symptom information and infectious disease drug information recorded in the confirmation request. If the manager confirms the outbreak or outbreak of an infectious disease, the emergency treatment module is triggered immediately.

The early warning analysis module can provide early warning for the monitoring prevention and control office including the warning light that sets up at the monitoring prevention and control office, ensures that the early warning is received by the personnel.

To ensure that the infectious disease can be effectively identified and disposed of after the early warning. The emergency disposal module is connected with the resource management module and the investigation disposal mobile terminal in a communication mode.

The resource management module is at least in communication connection with the expert database, the equipment database and the equipment database. The expert database records experts with different specialties and abilities; medical equipment for treating different infectious diseases is stored in the equipment library, or the positions of the medical equipment are recorded; the equipment warehouse stores the protective equipment for different infectious diseases or records the positions of the protective equipment. The experts, the medical equipment and the protective equipment are matched and called by the resource management module and fed back to the emergency disposal module.

In addition, in some preferred embodiments of the present invention, the resource management module is further communicatively connected to a knowledge base. The knowledge base at least records the way of cutting off the transmission path of different infectious diseases. For example, the type and proportion of disinfectant. For the survey and treatment personnel to use after calling.

The mobile terminal for investigation and treatment is held by on-site investigation and treatment personnel. The mobile terminal for investigation and treatment can receive, display and upload information. After the mobile terminal for investigation and treatment receives the attendance information, the mobile terminal for investigation and treatment is carried by the personnel for investigation and treatment to the field with the medical equipment and the protective equipment displayed on the attendance information for investigation and treatment. And the on-site conditions are pushed to experts and management personnel through the investigation and treatment mobile terminal for analysis and decision. Meanwhile, the mobile terminal for investigation and treatment automatically records the set quasi-structured epidemiological investigation voice through AI voice processing, converts the quasi-structured epidemiological investigation voice into a text, forms structured epidemiological investigation data through natural semantic recognition and later-stage manual intervention, further forms an entity relationship diagram, helps epidemiological investigation and treatment personnel to deduce and determine an infection source, close contacts and a transmission path, and provides a basis for controlling infectious diseases. The entity relationship graph refers to people and things which have been in contact with the infection source and are identified by a time line or a space line list.

In order to facilitate comparison of historical infectious disease and non-infectious disease data, a database can be communicated and connected with the infectious disease monitoring, early warning and handling module. The database is used for storing historical infectious disease and non-infectious disease data. Infectious disease monitoring and early warning treatment modules in different regions and management levels use the same database, and treatment delay and standard inconsistency caused by multiple calls are avoided. The infectious disease monitoring, preventing and controlling method of the present embodiment refers to embodiment 1, and the main difference lies in that the monitored objects and specific components of the monitoring module are different, and are not described herein again.

Whether the infectious disease outbreak occurs or not is comprehensively judged by monitoring the use condition of the medical instrument, and the monitoring accuracy and timeliness are greatly improved.

The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.