CN114038542B - Medical information sharing method and system based on medical big data - Google Patents
Medical information sharing method and system based on medical big data Download PDFInfo
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Abstract
The invention relates to a medical information sharing method and a medical information sharing system based on medical big data, wherein the method comprises the steps of obtaining a terminal list, wherein the terminal list comprises a plurality of medical terminals to be sent with broadcast information; the method comprises the steps that broadcast information is sent to all medical terminals, the medical terminals are arranged in different local area networks, medical information based on users is stored in the medical terminals, and the broadcast information comprises identity information of the users and current clinic information; determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal; and receiving the return information of each medical terminal, screening the return information from each return information according to a preset standard matching degree, and fusing the information returned by the medical terminal where the medical information with the matching degree larger than or equal to the standard matching degree is located. The transmission of the information of each medical terminal is realized, the isolated island of the medical information is effectively avoided, and the utilization efficiency of the medical data is improved.
Description
Technical Field
The invention relates to the technical field of medical information processing, in particular to a medical information sharing method and system based on medical big data.
Background
Today, with the rapid development of medical services, more and more medical data are generated along with the increase of the number of people who seek medical treatment, the medical data are stored in the medical terminal for a short time and are covered by new medical data, and if the medical data are stored all the time, a large amount of memory is occupied, so that the operating speed of the medical terminal is reduced.
Medical information in the existing medical terminal and medical information in other medical terminals are independent, and medical staff are required to comprehensively diagnose the illness state of a user after collecting all medical information so as to draw a medical conclusion and correspondingly treat according to the medical conclusion.
Medical information in the existing medical terminals cannot be shared, so that each medical terminal forms an information island, and each medical terminal cannot transmit information, so that the effect of the medical information in each medical terminal is greatly reduced, and the utilization efficiency of the medical information is reduced.
Disclosure of Invention
Therefore, the invention provides a medical information sharing method and system based on medical big data, which can solve the problem that medical information in a medical terminal cannot be shared, so that the medical information utilization efficiency is low.
To achieve the above object, the present invention provides, in a first aspect, a medical information sharing method based on medical big data, the method including:
acquiring a terminal list, wherein the terminal list comprises a plurality of medical terminals to be sent with broadcast information;
sending broadcast information to each medical terminal, wherein the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, medical information based on users is stored in the medical terminals, the broadcast information comprises identity information of the users and current office information, the broadcast information is sent to each medical terminal by a master control device in a wireless transmission mode, the master control device obtains a terminal list, when the terminal list is obtained, the master control device can initiate an obtaining request, then each medical terminal sends respective terminal codes to the master control device after a channel is established, the terminal codes of each medical terminal are in the terminal list, and the master control device determines the corresponding medical terminals according to the terminal codes so as to realize the transmission of the medical information between the master control device and the medical terminals represented by the terminal codes;
determining the matching degree of the medical information in the medical terminal according to the current information of the department and the medical terminal;
the method comprises the steps of receiving return information of each medical terminal, screening the return information according to a preset standard matching degree in the return information, fusing information returned by the medical terminal where the medical information with the matching degree larger than or equal to the standard matching degree is located, correcting a current judgment result according to the returned medical information, determining current office information by a master control device, making a primary judgment result according to the information obtained by the current office, screening the medical information returned by each medical terminal after the master control device receives the medical information in each medical terminal, and correcting the primary judgment result based on the medical information screened in the medical terminal.
Further, when the matching degree of the medical information in the medical terminal is determined according to the current office information and the medical terminal, if the current office information is set as I0, the general control device is provided with a office matching relation table, a plurality of departments are arranged in the office matching relation table, the matching relation of each department exists in the form of a connecting line, if the matching relation of the departments is close, direct connecting lines are connected, if the relation between the departments is inferior, the departments are indirectly connected at intervals, the reference value of the medical information of the medical terminal corresponding to the departments close to the matching relation is large, the value of the medical information of the departments which belong to the first-level connection with the current office is set as 1, the value of the medical information of the departments which belong to the second-level connection with the current office is set as 2, and so on.
Further, when extracting medical information in the medical terminal, the information amount in the medical terminal is set to Q1, if the data length of the keyword information K is L0, the remaining number after extraction according to the matching degree of the keywords is Q1';
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not proper, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
Furthermore, the data length is corrected to be L0 by using a first correction coefficient k1, and the corrected data length is L10 ═ L0 × (1-k 1);
the data length L0 is corrected by a second correction coefficient k2, and the corrected data length L20 is L0 × (1-k 2).
Further, the first correction coefficient k1 is 0.8 × Q1 '/Q1, and the second correction coefficient k2 is 0.5 × Q1'/Q1.
The invention also provides a sharing system applying the medical information sharing method based on the medical big data, which comprises a plurality of medical terminals and a general control device, wherein the general control device comprises:
the system comprises an acquisition list module, a broadcast information sending module and a broadcast information receiving module, wherein the acquisition list module is used for acquiring a terminal list which comprises a plurality of medical terminals to be sent with broadcast information;
a broadcast sending module for sending broadcast information to each medical terminal, the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, the medical terminals store medical information based on users, the broadcast information comprises the identity information of the user and the current office information, the broadcast information is sent to each medical terminal by the master control device in a wireless transmission mode, the master control device acquires a terminal list, when acquiring the terminal list, the master control device can initiate an acquisition request, then each medical terminal sends the respective terminal code to the master control device after establishing a channel, the terminal codes of each medical terminal are in the terminal list, the master control device determines the corresponding medical terminal according to each terminal code, the medical information transmission between the master control device and the medical terminal represented by each terminal code is realized;
the matching degree determining module is used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal;
the receiving and correcting module is used for receiving the returned information of each medical terminal, screening the returned information according to the preset standard matching degree in each returned information, fusing the information returned by the medical terminal where the medical information with the matching degree larger than or equal to the standard matching degree is located, correcting the current judgment result according to the returned medical information, determining the current information of the department of treatment, making a preliminary judgment result according to the information obtained by the current department of treatment, screening the medical information returned by each medical terminal after the main control device receives the medical information in each medical terminal, and correcting the preliminary judgment result based on the medical information screened in the medical terminal.
Further, the matching degree determining module is further used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal, if the current information of the department of seeing a doctor is set as I0, the master control device is provided with a department fitting relation table, a plurality of departments are arranged in the department association table, the association relationship of each department exists in the form of a connecting line, if the association relationship of the departments is close, if the relationship between departments is inferior, the direct connection is performed by one department, the reference value of the medical information of the medical terminal corresponding to the department with the close relationship is high, the value of the medical information of the department belonging to the first-level connection with the current treatment department is set to be 1, the value of the medical information of the department belonging to the second-level connection with the current treatment department is set to be 2, and the rest can be done in the same way.
Further, the receiving and correcting module is further configured to set the information amount in the medical terminal to be Q1 when extracting the medical information in the medical terminal, if the data length of the keyword information K is L0, and if the remaining number after extraction according to the matching degree of the keywords is Q1';
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not proper, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
Furthermore, the data length is corrected to be L0 by using a first correction coefficient k1, and the corrected data length is L10 ═ L0 × (1-k 1);
the data length L0 is corrected by a second correction coefficient k2, and the corrected data length L20 is L0 × (1-k 2).
Further, the first correction coefficient k1 is 0.8 × Q1 '/Q1, and the second correction coefficient k2 is 0.5 × Q1'/Q1.
Compared with the prior art, the invention has the advantages that the broadcast information is sent to each medical terminal, the medical information returned by each medical terminal based on the broadcast information is summarized in the master control device, the transmission of the information of each medical terminal is realized, the isolated situation of the medical information is effectively avoided, in addition, secondary correction is carried out in the master control device according to the primary judgment result obtained by the medical department, the source of the medical data for secondary correction is the medical information in the medical terminal with high matching degree with the medical information generated by the current medical department, for example, if the master control device detects the medical data in the liver, obviously, the condition of the liver and the condition of the gallbladder have influence relation, therefore, when the master control device diagnoses based on the medical data in the liver, the primary judgment result is corrected based on the large medical data checked based on the history of the gallbladder, therefore, the utilization efficiency of the historical medical data containing the gallbladder is higher, and the utilization efficiency of the medical data is improved.
Particularly, in the process of matching the medical information, a department with high conformity with the current department is determined at first, a medical terminal in the department is determined, the medical information in the medical terminal is screened, effective medical information with a correction effect on a judgment result is extracted, and redundant information without effect on the judgment result in the medical terminal is eliminated, so that the utilization efficiency of the medical information in the medical terminal is greatly improved, and the processing efficiency of the medical information is also improved.
Particularly, medical information in the medical terminal is filtered, and data matched with the keyword information K are selected for filtering, so that the medical data in the medical terminal can be selected more accurately, the judgment result can be effectively corrected through the carefully selected medical information, the judgment result corrected based on the preliminary judgment result is more accurate, the judgment result is obtained by combining historical big data and the current inspection result, and the judgment result is more accurate.
Particularly, the data length is corrected by the first correction coefficient k1 and the second correction coefficient k2, in the practical application process, if the medical data in the medical terminal is too much screened out, the correction effect on the preliminary judgment result is more accurate, if the screened out data is too little, the data length of the keyword needs to be adjusted, in the practical application, if the data length of the keyword is longer, the quantity of the medical data meeting the data length of the keyword after screening is less, most of the medical data in the medical terminal belong to useless data, which is not beneficial to the correction of the preliminary judgment result, therefore, the data length of the keyword needs to be adjusted, so that the utilization rate of the medical data is greatly improved, and in the practical application process, after a transmission channel between the medical terminal and the master control device is established, the optimal data volume transmission is set according to the practical network transmission, if the data volume does not meet the optimal data volume, resource waste of a transmission channel is caused, if the data volume is more than the optimal data volume, pressure of medical data transmission is caused, even packet loss and the like are caused due to network reasons in the data transmission process, so that when medical data in the medical terminal are screened, the medical data suitable for the data volume are screened according to the data length of the keywords and transmitted to the master control device, and the correction of the preliminary judgment result is more accurate.
Particularly, the ratio of the useful data to the total amount of the medical data in the medical terminal is used as a correction coefficient standard, different occupation ratios are set for correcting the correction coefficient standard, and in practical application, because the first correction coefficient is larger than the second correction coefficient, when the data volume is small, the shortening degree of the length of the keyword is larger, so that the medical data as much as possible meets the requirement, the screened medical data volume meets the actual transmission requirement, the optimal medical data volume is achieved, the correction effect on the primary judgment result is improved, the utilization rate of the medical data is improved, and the reference value of the final judgment result is improved.
Drawings
Fig. 1 is a schematic flow chart of a medical information sharing method based on medical big data according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a medical information sharing system based on medical big data according to an embodiment of the present invention.
Detailed Description
In order that the objects and advantages of the invention will be more clearly understood, the invention is further described below with reference to examples; it should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only for explaining the technical principle of the present invention, and do not limit the scope of the present invention.
It should be noted that in the description of the present invention, the terms of direction or positional relationship indicated by the terms "upper", "lower", "left", "right", "inner", "outer", etc. are based on the directions or positional relationships shown in the drawings, which are only for convenience of description, and do not indicate or imply that the device or element must have a specific orientation, be constructed and operated in a specific orientation, and thus, should not be construed as limiting the present invention.
Furthermore, it should be noted that, in the description of the present invention, unless otherwise explicitly specified or limited, the terms "mounted," "connected," and "connected" are to be construed broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood by those skilled in the art according to specific situations.
Referring to fig. 1, an embodiment of the present invention provides a medical information sharing method based on medical big data, including:
step S100: acquiring a terminal list, wherein the terminal list comprises a plurality of medical terminals to be sent with broadcast information;
step S200: the method comprises the steps that broadcast information is sent to all medical terminals, the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, medical information based on users is stored in the medical terminals, and the broadcast information comprises identity information of the users and current information of departments in which the users see a doctor;
step S300: determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal;
step S400: and receiving the return information of each medical terminal, screening the return information from each return information according to a preset standard matching degree, fusing the information returned by the medical terminal where the medical information with the matching degree larger than or equal to the standard matching degree is located, and correcting the current judgment result according to the returned medical information.
Specifically, there may be multiple hospitals where users have a medical service, and departments where users have a medical service in the same hospital may be different, so that medical information of users is distributed in medical terminals in different hospitals and also exists in medical terminals in different departments of the same hospital, and since the departments are independent, medical information in the medical terminals is also independent, but in an actual experiment process, medical information of adjacent departments may be mutually assisted and mutually corrected, and as division of departments becomes refined, medical information of users may be stored for multiple times, and a medical information repeated storage phenomenon occurs, and a medical terminal is a terminal in which medical information of users is stored.
Specifically, in step S200, the broadcast message is sent to each medical terminal by the master control device in a wireless transmission manner, the execution main body in the embodiment of the present invention is the master control device, in step S100, the master control device obtains the terminal list, when obtaining the terminal list, the master control device may initiate an obtaining request, and then each medical terminal sends its respective terminal code to the master control device after establishing a channel, so that the terminal code of each medical terminal is in the terminal list, and the master control device may determine the corresponding medical terminal according to each terminal code, so as to implement the transmission of the medical information with the medical terminal represented by each terminal code, and improve the sharing of the medical information.
Specifically, in step S300, the general control device determines the current information of the medical department, and makes a preliminary determination result according to the information obtained by the current medical department, and after the general control device receives the medical information in each medical terminal, the medical information returned by each medical terminal is screened, and the matching degree between the medical information in some medical terminals and the current information of the medical department is low, the medical information in the medical terminal does not affect the preliminary determination result made by the current medical department, so the general control device does not need to consider the medical information in the medical terminal, but the medical information in some medical terminals and the preliminary determination result made by the current medical department are affected, that is, the matching degree between the medical information in the medical terminal and the current information of the medical department is high, the general control device needs to obtain the medical information in the medical terminal, and the primary judgment result is corrected based on the medical information in the medical terminal, so that the secondary diagnosis judgment result is more accurate, and the utilization efficiency of the medical information is improved.
Specifically, the embodiment of the present invention transmits the broadcast information to each medical terminal, and the medical information returned by each medical terminal based on the broadcast information is summarized in the master control device, so as to realize the transmission of the information of each medical terminal, and effectively avoid the situation of isolated medical information, and in addition, the master control device needs to perform a secondary correction according to the primary determination result obtained by the office of medical treatment, and the medical data source for the secondary correction is the medical information in the medical terminal with high matching degree with the medical information generated by the current office of medical treatment, for example, if the master control device detects the medical data in the liver, it is obvious that the condition of the liver and the situation of the gallbladder have an influence relationship, so when the master control device diagnoses based on the medical data in the liver, the primary determination result needs to be corrected based on the large historical inspection medical data in the gallbladder, so as to make the utilization efficiency of the historical medical data including the gallbladder higher, the utilization efficiency of medical data is improved.
Specifically, when the matching degree of the medical information in the medical terminal is determined according to the current office information and the medical terminal, if the current office information is set as I0, the general control device is provided with a office fit relation table, a plurality of offices are arranged in the office fit relation table, the fit relation of each department exists in the form of a connecting line, if the office fit relation is close, a direct connecting line is connected, if the office fit relation is inferior, the departments are indirectly connected with each other at intervals, the reference value of the medical information of the medical terminal corresponding to the office close to the fit relation is large, the value of the medical information of the office belonging to the first-level connection with the current office is set as 1, the value of the medical information of the office belonging to the second-level connection with the current office is set as 2, and the like, the value of the reference value of the medical information is set to be smaller, the greater the reference value representing medical information.
Specifically, after the reference value of the medical information in the corresponding medical terminal is determined, the medical information needs to be screened according to the keywords in the visit department information, in the practical application process, not all the medical information in the medical terminal is information with transmission value, so that the medical information in a certain medical terminal needs to be screened based on the keyword information determined by the visit department information, if the set keyword information is K, the medical information with the matching degree higher than the standard matching degree with the keyword information K is screened from the medical information and used as the current judgment result to be corrected, so that the judgment result is more accurate, meanwhile, the effective medical information in the medical terminal is extracted, the invalid information is removed, the efficient utilization of the medical information is improved, and the processing efficiency of the medical information is further improved.
Specifically, in the medical information matching process, a department with high fitness with the current department is determined, a medical terminal in the department is determined, the medical information in the medical terminal is screened, effective medical information with a correction effect on the judgment result is extracted, and redundant information without an effect on the judgment result in the medical terminal is eliminated, so that the utilization efficiency of the medical information in the medical terminal is greatly improved, and the processing efficiency of the medical information is also improved.
Specifically, when medical information in the medical terminal is extracted, the information amount in the medical terminal is set to be Q1, if the data length of the keyword information K is L0, the remaining amount after extraction according to the matching degree of the keyword is Q1';
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not proper, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
Specifically, the medical information in the medical terminal is screened and filtered, and the data matched with the keyword information K is selected for screening, so that the medical data in the medical terminal can be selected more accurately, the judgment result can be effectively corrected through the carefully selected medical information, the judgment result obtained after correction based on the primary judgment result is more accurate, and the judgment result is obtained by combining historical big data and the current inspection result and is more accurate.
Specifically, the data length is corrected by a first correction coefficient k1 to be L0, and the corrected data length is L10 — L0 × (1-k 1);
the data length L0 is corrected by a second correction coefficient k2, and the corrected data length L20 is L0 × (1-k 2).
Specifically, in the embodiment of the present invention, the data length is corrected by the first correction coefficient k1 and the second correction coefficient k2, in the actual application process, if the medical data in the medical terminal is too much, the correction effect on the preliminary determination result is more accurate, if the screened data is too little, the data length of the keyword needs to be adjusted, in the actual application, if the data length of the keyword is longer, the number of the medical data satisfying the data length of the keyword after screening is less, most of the medical data in the medical terminal belongs to useless data, which is not favorable for correcting the preliminary determination result, and therefore, the data length of the keyword needs to be adjusted, so that the utilization rate of the medical data is greatly improved, and in the actual application process, after the transmission channel between the medical terminal and the master control device is established, the optimal data volume transmission is set according to the actual network transmission, if the data volume does not meet the optimal data volume, resource waste of a transmission channel is caused, if the data volume is more than the optimal data volume, pressure of medical data transmission is caused, even packet loss and the like are caused due to network reasons in the data transmission process, so that when medical data in the medical terminal are screened, the medical data suitable for the data volume are screened according to the data length of the keywords and transmitted to the master control device, and the correction of the preliminary judgment result is more accurate.
Specifically, when the preliminary determination result is corrected, the reference value of the preliminary determination result is set to V0, and the reference value of the preliminary determination result is greatly increased with the correction action of the medical data in the medical terminal, and the larger the screened medical data is, the larger the reference value of the final determination result is, the more rigorous the determination result is, and the more comprehensive the user data is considered, so in practical application, the reference value of the final determination result is set to V ', V ═ V0 × (1+ (Q1-Q1')/Q1).
Specifically, the first correction coefficient k1 is 0.8 × Q1'/Q1;
the second correction coefficient k2 is 0.5 × Q1'/Q1.
Specifically, in the embodiment of the invention, the ratio of the useful data to the total amount of the medical data in the medical terminal is used as the correction coefficient standard, different occupation ratios are set for adjusting the correction coefficient standard, and in practical application, because the first correction coefficient is larger than the second correction coefficient, when the data amount is small, the shortening degree of the length of the keyword is larger, so that the medical data as much as possible meets the requirement, the screened medical data amount meets the actual transmission requirement, the optimal medical data amount is achieved, the correction effect on the primary judgment result is improved, the utilization rate of the medical data is improved, and the reference value of the final judgment result is improved.
On the other hand, an embodiment of the present invention further provides a medical information sharing system based on medical big data, as shown in fig. 2, the system includes a plurality of medical terminals 10 and a general control device 20, and the general control device 20 includes:
an obtaining list module 21, configured to obtain a terminal list, where the terminal list includes a plurality of medical terminals to be sent broadcast information;
a broadcast sending module 22 for sending broadcast information to each medical terminal, the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, the medical terminals store medical information based on users, the broadcast information comprises the identity information of the user and the current office information, the broadcast information is sent to each medical terminal by the master control device in a wireless transmission mode, the master control device acquires a terminal list, when acquiring the terminal list, the master control device can initiate an acquisition request, then each medical terminal sends the respective terminal code to the master control device after establishing a channel, the terminal codes of each medical terminal are in the terminal list, the master control device determines the corresponding medical terminal according to each terminal code, the medical information transmission between the master control device and the medical terminal represented by each terminal code is realized;
the matching degree determining module 23 is used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal;
the receiving and correcting module 24 is used for receiving the returned information of each medical terminal, screening the returned information from each returned information according to a preset standard matching degree, fusing the information returned by the medical terminal where the medical information with the matching degree being more than or equal to the standard matching degree is located, correcting the current judgment result according to the returned medical information, determining the current information of the department of treatment, making a preliminary judgment result according to the information obtained by the current department of treatment, screening the medical information returned by each medical terminal after the general control device receives the medical information in each medical terminal, and correcting the preliminary judgment result based on the medical information screened in the medical terminal.
Specifically, the matching degree determining module is further used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal, if the current information of the department of seeing a doctor is set as I0, the master control device is provided with a department association table, a plurality of departments are arranged in the department association table, the association relationship of each department exists in the form of a connecting line, if the association relationship of the departments is close, if the relationship between departments is inferior, the direct connection is performed by one department, the reference value of the medical information of the medical terminal corresponding to the department with the close relationship is high, the value of the medical information of the department belonging to the first-level connection with the current treatment department is set to be 1, the value of the medical information of the department belonging to the second-level connection with the current treatment department is set to be 2, and the rest can be done in the same way.
Specifically, the receiving and correcting module is further configured to, when extracting medical information in the medical terminal, set the information amount in the medical terminal to be Q1, if the data length of the keyword information K is L0, if the remaining number after extraction according to the matching degree of the keywords is Q1';
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not suitable, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
Specifically, the data length is corrected by a first correction coefficient k1 to be L0, and the corrected data length is L10 — L0 × (1-k 1);
the data length L0 is corrected by a second correction coefficient k2, and the corrected data length L20 is L0 × (1-k 2).
Specifically, the first correction coefficient k1 is 0.8 × Q1 '/Q1, and the second correction coefficient k2 is 0.5 × Q1'/Q1.
The medical information sharing system based on the medical big data in the embodiment of the invention is the system claim of the medical information sharing method based on the medical big data, includes corresponding technical features, can achieve the same technical effect, and is not repeated herein.
So far, the technical solutions of the present invention have been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of the present invention is obviously not limited to these specific embodiments. Equivalent changes or substitutions of related technical features can be made by those skilled in the art without departing from the principle of the invention, and the technical scheme after the changes or substitutions can fall into the protection scope of the invention.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention; various modifications and alterations to this invention will become apparent to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (8)
1. A medical information sharing method based on medical big data is characterized by comprising the following steps:
acquiring a terminal list, wherein the terminal list comprises a plurality of medical terminals to be sent with broadcast information;
sending broadcast information to each medical terminal, wherein the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, medical information based on users is stored in the medical terminals, the broadcast information comprises identity information of the users and current office information, the broadcast information is sent to each medical terminal by a master control device in a wireless transmission mode, the master control device obtains a terminal list, when the terminal list is obtained, the master control device can initiate an obtaining request, then each medical terminal sends respective terminal codes to the master control device after a channel is established, the terminal codes of each medical terminal are in the terminal list, and the master control device determines the corresponding medical terminals according to the terminal codes so as to realize the transmission of the medical information between the master control device and the medical terminals represented by the terminal codes;
determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal;
receiving the returned information of each medical terminal, screening the returned information according to the preset standard matching degree in each returned information, fusing the information returned by the medical terminal where the medical information with the matching degree being more than or equal to the standard matching degree is located, correcting the current judgment result according to the returned medical information, determining the current information of the department at present by the master control device, making a preliminary judgment result according to the information obtained by the current department at present, screening the medical information returned by each medical terminal after the master control device receives the medical information in each medical terminal, and correcting the preliminary judgment result based on the medical information screened in the medical terminal;
when the matching degree of medical information in the medical terminal is determined according to the current clinic information and the medical terminal, if the current clinic information is set as I0, the general control device is provided with a clinic fit relation table, a plurality of departments are arranged in the clinic fit relation table, the fit relation of each department exists in the form of a connecting line, if the fit relation of the departments is close, the departments are directly connected by the connecting line, if the fit relation of the departments is inferior, the departments are indirectly connected at intervals, the reference value of the medical information of the medical terminal corresponding to the departments close to the fit relation is large, the value of the medical information of the departments which belong to the first-level connection with the current clinic is set as 1, the value of the medical information of the departments which belong to the second-level connection with the current clinic is set as 2, and so on;
when medical information in the medical terminal is extracted, the information amount in the medical terminal is set to be Q1, if the data length of keyword information K is L0, the residual quantity after extraction according to the matching degree of the keywords is Q1';
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not proper, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
2. The medical information sharing method based on medical big data according to claim 1,
correcting the data length to be L0 by using a first correction coefficient k1, wherein the corrected data length is L10= L0 × (1-k 1);
the data length L0 was corrected using the second correction coefficient k2, and the corrected data length was L20= L0 × (1-k 2).
3. The medical big data-based medical information sharing method according to claim 2, wherein the first correction coefficient k1=0.8 × Q1 '/Q1, and the second correction coefficient k2=0.5 × Q1'/Q1.
4. A medical big data-based medical information sharing system applying the medical big data-based medical information sharing method according to any one of claims 1 to 3, comprising a plurality of medical terminals and a general control device, wherein the general control device comprises:
the system comprises an acquisition list module, a broadcast information sending module and a broadcast information receiving module, wherein the acquisition list module is used for acquiring a terminal list which comprises a plurality of medical terminals to be sent with broadcast information;
a broadcast sending module for sending broadcast information to each medical terminal, the medical terminals are arranged in different local area networks, the number of the medical terminals is at least two, the medical terminals store medical information based on users, the broadcast information comprises the identity information of the user and the current office information, the broadcast information is sent to each medical terminal by the master control device in a wireless transmission mode, the master control device acquires a terminal list, when acquiring the terminal list, the master control device can initiate an acquisition request, then each medical terminal sends the respective terminal code to the master control device after establishing a channel, the terminal codes of each medical terminal are in the terminal list, the master control device determines the corresponding medical terminal according to each terminal code, the medical information transmission between the master control device and the medical terminal represented by each terminal code is realized;
the matching degree determining module is used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal;
the receiving and correcting module is used for receiving the returned information of each medical terminal, screening the returned information according to the preset standard matching degree in each returned information, fusing the information returned by the medical terminal where the medical information with the matching degree larger than or equal to the standard matching degree is located, correcting the current judgment result according to the returned medical information, determining the current information of the department of treatment, making a preliminary judgment result according to the information obtained by the current department of treatment, screening the medical information returned by each medical terminal after the main control device receives the medical information in each medical terminal, and correcting the preliminary judgment result based on the medical information screened in the medical terminal.
5. The medical big data-based medical information sharing system according to claim 4,
the matching degree determining module is also used for determining the matching degree of the medical information in the medical terminal according to the current clinic information and the medical terminal, if the current information of the department of seeing a doctor is set as I0, the master control device is provided with a department association table, a plurality of departments are arranged in the department association table, the association relationship of each department exists in the form of a connecting line, if the association relationship of the departments is close, if the relationship between departments is inferior, the direct connection is performed by one department, the reference value of the medical information of the medical terminal corresponding to the department with the close relationship is high, the value of the medical information of the department belonging to the first-level connection with the current treatment department is set to be 1, the value of the medical information of the department belonging to the second-level connection with the current treatment department is set to be 2, and the rest can be done in the same way.
6. The medical big data-based medical information sharing system according to claim 5,
the receiving and correcting module is further used for setting the information amount in the medical terminal to be Q1 when medical information in the medical terminal is extracted, if the data length of the keyword information K is L0, and if the data length is Q1' after extraction according to the matching degree of the keywords;
if 1> (Q1-Q1')/Q1 is more than or equal to 0.8, the data length of the keyword information K is selected moderately;
if the data length of the keyword information K is not more than 0.5 (Q1-Q1')/Q1 is less than 0.8, the data length of the keyword information K is not proper, and a first correction coefficient K1 is adopted to correct the data length L0;
if 0< (Q1-Q1')/Q1 <0.5, the data length L0 is corrected by using a second correction coefficient k 2.
7. The medical big data-based medical information sharing system according to claim 6, wherein a data length L0 is corrected by a first correction coefficient k1, and the corrected data length is L10= L0 × (1-k 1);
the data length L0 was corrected using the second correction coefficient k2, and the corrected data length was L20= L0 × (1-k 2).
8. The medical big data-based medical information sharing system according to claim 7, wherein the first modification coefficient k1=0.8 × Q1 '/Q1, and the second modification coefficient k2=0.5 × Q1'/Q1.
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Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103735256A (en) * | 2014-01-21 | 2014-04-23 | 陈华盾 | Comprehensive human medical information acquisition system |
| JP2014134934A (en) * | 2013-01-09 | 2014-07-24 | Canon Inc | Medical information management method |
| CN108595614A (en) * | 2018-04-20 | 2018-09-28 | 成都智信电子技术有限公司 | Tables of data mapping method applied to HIS systems |
| CN109785924A (en) * | 2019-02-01 | 2019-05-21 | 北京倍肯恒业科技发展股份有限公司 | A kind of cross-platform the oral medical method of inspection and device |
| CN111291225A (en) * | 2020-05-08 | 2020-06-16 | 成都金盘电子科大多媒体技术有限公司 | Method and system for quickly verifying medical health information data standard |
| CN112786196A (en) * | 2021-02-02 | 2021-05-11 | 吕丽 | Intelligent nursing interaction system based on big data medical management |
| CN113254643A (en) * | 2021-05-28 | 2021-08-13 | 北京灵汐科技有限公司 | Text classification method and device, electronic equipment and |
| CN113378556A (en) * | 2020-02-25 | 2021-09-10 | 华为技术有限公司 | Method and device for extracting text keywords |
-
2021
- 2021-10-12 CN CN202111185986.0A patent/CN114038542B/en active Active
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2014134934A (en) * | 2013-01-09 | 2014-07-24 | Canon Inc | Medical information management method |
| CN103735256A (en) * | 2014-01-21 | 2014-04-23 | 陈华盾 | Comprehensive human medical information acquisition system |
| CN108595614A (en) * | 2018-04-20 | 2018-09-28 | 成都智信电子技术有限公司 | Tables of data mapping method applied to HIS systems |
| CN109785924A (en) * | 2019-02-01 | 2019-05-21 | 北京倍肯恒业科技发展股份有限公司 | A kind of cross-platform the oral medical method of inspection and device |
| CN113378556A (en) * | 2020-02-25 | 2021-09-10 | 华为技术有限公司 | Method and device for extracting text keywords |
| CN111291225A (en) * | 2020-05-08 | 2020-06-16 | 成都金盘电子科大多媒体技术有限公司 | Method and system for quickly verifying medical health information data standard |
| CN112786196A (en) * | 2021-02-02 | 2021-05-11 | 吕丽 | Intelligent nursing interaction system based on big data medical management |
| CN113254643A (en) * | 2021-05-28 | 2021-08-13 | 北京灵汐科技有限公司 | Text classification method and device, electronic equipment and |
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