CN115691771A - System and method for notifying working information of medical information system - Google Patents
System and method for notifying working information of medical information system Download PDFInfo
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Abstract
The invention relates to an information notification technology, and discloses a system and a method for notifying working information of a medical information system, wherein the method comprises the following steps: performing attribute extraction on the working content to obtain content attributes, and determining the content type of the working content according to the content attributes; inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of work content; extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts, encrypting the content texts to obtain encrypted texts, and determining electric signals of the encrypted texts; setting notification frequency and notification interval of the electric signals in a notification channel, creating a receiving instruction of the electric signals, and monitoring the working state of the receiving instruction in real time; and when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval. The invention aims to improve the efficiency of informing the working information of a medical information system.
Description
Technical Field
The invention relates to the technical field of information notification, in particular to a system and a method for notifying work information of a medical informatization system.
Background
The medical information system is widely applied in various places, and creates good social benefit and economic benefit, the medical informatization is a medical information system, the medical information system is necessary technical support and infrastructure for modern hospital operation, the purpose of realizing the medical information system is to strengthen the management of the hospital by means of more modernization, scientification and standardization, the medical informatization system can inform the working information, and can more quickly convey the task of working;
however, in the conventional work information notification method of the medical information system, the work information is mainly transmitted to the receiving party through a transmission instruction in the system, and whether the receiving party receives the information is not judged, so that the information is transmitted, but the receiving party does not receive the information, so that the notification efficiency of the work information is reduced, and therefore, a method capable of improving the notification efficiency of the medical work information is required.
Disclosure of Invention
The invention provides a system and a method for notifying work information of a medical information system, and mainly aims to improve the notification efficiency of the work information of the medical information system.
In order to achieve the above object, the method for notifying the work information of the medical information system provided by the present invention comprises:
acquiring work content to be notified in a medical information system, extracting attributes of the work content to obtain content attributes, and determining the content type of the work content according to the content attributes;
inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals, and monitoring the working state of the receiving instruction in real time;
and when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval.
Optionally, the extracting the attribute of the working content to obtain the content attribute includes:
acquiring a content tag of the working content, and performing feature extraction on the content tag to obtain a feature tag;
calculating the feature score of the feature tag through the following formula, and obtaining a target tag according to the feature score;
wherein T (b) represents the feature score of the feature label, N represents the score coefficient corresponding to each label in the feature label,
representing the starting value of the feature labels, Y representing the total number of feature labels, G i A mapping value representing the ith label in the feature label,
the mapped mean of the ith label in the representation,
representing a scoring function;
and analyzing the attribute of the target label to obtain the content attribute of the working content.
Optionally, the performing feature extraction on the content tag to obtain a feature tag includes:
performing vector conversion on each label in the content labels to obtain a label vector;
constructing a vector matrix of the label vector, and calculating a characteristic value of the vector matrix by using a preset characteristic equation;
and obtaining a feature vector in the label vector according to the feature value, and taking the label corresponding to the feature vector as a feature label.
Optionally, the determining the content type of the working content according to the content attribute includes:
acquiring an information notification module in the medical information system, and classifying the information notification module to obtain a module type;
performing attribute analysis on the module type to obtain a module attribute, and calculating the association degree of the content attribute and the module attribute;
and determining the content type of the working content according to the association degree.
Optionally, the calculating the association degree between the content attribute and the module attribute includes:
calculating the association degree of the content attribute and the module attribute by the following formula:
wherein F represents the degree of association between the content attribute and the module attribute, Z represents the quantity value of the content attribute, and L represents the quantity value of the content attribute j Vector representing the jth content attribute, ln L j Logarithm value of vector representing jth content attribute, H j Vector representing jth Module Attribute, ln H j A logarithmic value of a vector representing the jth module attribute, max () represents a maximum value, min () represents a minimum value,
a correlation coefficient representing the content attribute and the module attribute.
Optionally, the constructing a notification channel of the working content in combination with the sending end, the receiving end, and the content type includes:
acquiring port sequences corresponding to the sending end and the receiving end, and inquiring signal frequency bands corresponding to the sending end and the receiving end according to the port sequences;
according to the signal frequency band, a logic channel of the sending end and the receiving end is constructed, and a physical signal of the content type is obtained;
and configuring a physical line of the working content in the logic channel according to the physical signal, and generating a notification channel of the working content by combining the physical line, the logic channel and the signal frequency band.
Optionally, the constructing a logic channel between the transmitting end and the receiving end according to the signal frequency band includes:
calculating the port distance between the transmitting end and the receiving end, and inquiring the port power of the transmitting end;
calculating the transmission distance of the transmitting end by combining the port power, the port distance and the signal frequency band;
and combining the transmission distance, the port power and the signal frequency band to construct a logic channel of the transmitting end and the receiving end.
Optionally, the calculating, by combining the port power and the signal frequency band, a transmission distance of the transmitting end includes:
calculating the transmission distance by the following formula:
wherein D (D) represents the transmission distance of the transmitting end, K h Representing the real distance traveled by the transmitting end under vacuum, M representing the port power of the transmitting end, P C The distance between the ports of the transmitting end and the receiving end is shown, and W is a critical value of a signal frequency band.
Optionally, the calculating the importance of each text in the content text according to the content type includes:
performing word segmentation processing on each text in the content text to obtain text words, and performing semantic analysis on the text words and the content type respectively to obtain a first semantic meaning and a second semantic meaning;
and calculating cosine similarity of the first semantic meaning and the second semantic meaning, and determining the importance of each text in the content text according to the cosine similarity.
Optionally, the encrypting the content text according to the importance to obtain an encrypted text includes:
when the importance degree is larger than a preset threshold value, marking the content text to obtain a marked text;
and creating a text secret key corresponding to the marked text by using a preset encryption algorithm, and replacing the marked text by using the text secret key to obtain an encrypted text.
Optionally, the receiving instruction for creating the electrical signal includes:
acquiring historical receiving data of the receiving end, and inquiring a receiving mark of the historical receiving data at the receiving end;
analyzing the code of the receiving mark to obtain a receiving code and acquiring a source code of the electric signal;
based on the receiving code and the source code, receiving instructions for the electrical signal are created.
Optionally, the transmitting the electrical signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval includes:
acquiring the notification frequency and the code of the notification interval to obtain a first code and a second code;
code merging is carried out on the first code and the second code to obtain a target code;
inquiring a trigger condition for sending the electric signal, and programming a sending instruction of the electric signal based on the sending condition and the target code;
and transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the transmitting instruction.
In order to solve the above problem, the present invention also provides a system for notifying work information of a medical information system, the system including:
the attribute analysis module is used for acquiring the work content to be notified in the medical information system, extracting the attribute of the work content to obtain the content attribute, and determining the content type of the work content according to the content attribute;
the channel construction module is used for inquiring a sending end and a receiving end of the medical information system and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
the text encryption module is used for extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
the state monitoring module is used for setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals and monitoring the working state of the receiving instruction in real time;
and the signal sending module is used for transmitting the electric signal from the sending end to the receiving end through the notification channel according to the notification frequency and the notification interval when the working state is a non-receiving state.
The invention can obtain the attribute information corresponding to the working content by acquiring the working content to be notified in the medical information system and extracting the attribute of the working content to obtain the content attribute, thereby facilitating the subsequent determination of the content type of the working content; in addition, it should be understood that, when the operating state is the non-receiving state, it indicates that the electrical signal is not successfully received, and the present invention transmits the electrical signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval when the operating state is the non-receiving state, so as to facilitate the transmitting of the electrical signal according to the notification frequency and the notification interval, so that the receiving end can receive the electrical signal. Therefore, the method and the system for notifying the work information of the medical information system provided by the embodiment of the invention can improve the notification efficiency of the work information of the medical information system.
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Fig. 1 is a flowchart illustrating a method for notifying work information of a healthcare information system according to an embodiment of the present invention;
fig. 2 is a functional block diagram of a system for notifying the working information of the medical information system according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device for implementing the method for notifying the work information of the medical information system according to an embodiment of the present invention.
In the figure, 1 — an electronic device; 10-a processor; 11-a memory; 12-a communication bus; 13-a communication interface; 100-a system for medical information system work information notification; 101-attribute analysis module; 102-a channel construction module; 103-text encryption module; 104-a status monitoring module; 105-a signal transmission module.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and do not limit the invention.
The embodiment of the application provides a method for notifying the working information of a medical information system. In the embodiment of the present application, the execution subject of the method for notifying the work information of the medical information system includes, but is not limited to, at least one of electronic devices such as a server and a terminal that can be configured to execute the method provided in the embodiment of the present application. In other words, the method for notifying the work information of the healthcare information system can be executed by software or hardware installed in a terminal device or a server device, and the software can be a block chain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like. The server may be an independent server, or may be a cloud server that provides basic cloud computing services such as a cloud service, a cloud database, cloud computing, a cloud function, cloud storage, a Network service, cloud communication, a middleware service, a domain name service, a security service, a Content Delivery Network (CDN), a big data and artificial intelligence platform, and the like.
Fig. 1 is a schematic flowchart of a method for notifying work information of a medical information system according to an embodiment of the present invention. In this embodiment, the method for notifying the work information of the medical information system includes steps S1 to S5:
s1, obtaining work content to be notified in a medical information system, extracting attributes of the work content to obtain content attributes, and determining the content type of the work content according to the content attributes.
According to the method and the device, the work content to be notified in the medical information system is obtained, the attribute of the work content is extracted, the content attribute is obtained, the attribute information corresponding to the work content can be known, and the subsequent determination of the content type of the work content is facilitated.
The medical information system is an electronic system used in a medical institution, can electronize most information in the medical institution, can improve medical efficiency, the work content is the work information needing to be notified, the content attribute is the relevant characteristic of the work content, and further, the work content to be notified in the medical information system can be acquired through a data receiver.
As an embodiment of the present invention, the extracting attributes of the work content to obtain content attributes includes: acquiring a content tag of the working content, performing feature extraction on the content tag to obtain a feature tag, calculating a feature score of the feature tag, obtaining a target tag according to the feature score, and performing attribute analysis on the target tag to obtain a content attribute of the working content.
The content tag is an identifier corresponding to the working content, the feature tag is a tag with a representation property in the content tag, the feature score is a score used for judging the feature tag, the target tag is a tag obtained by screening the feature tag according to the score of the feature score, and further, the content tag of the working content can be obtained through a tag extractor, and the target tag can be subjected to attribute analysis through an attribute analysis method.
Further, as an optional embodiment of the present invention, the performing feature extraction on the content tag to obtain a feature tag includes: and performing vector conversion on each label in the content labels to obtain a label vector, constructing a vector matrix of the label vector, calculating a characteristic value of the vector matrix by using a preset characteristic equation, obtaining a characteristic vector in the label vector according to the characteristic value, and taking the label corresponding to the characteristic vector as a characteristic label.
The tag vector is a vector expression form corresponding to the content tag, the vector matrix is a matrix formed by the tag vectors, the eigenvalue is an eigenvalue of the vector matrix, further, vector conversion can be performed on each tag in the content tag through the Word2vec method, construction of the vector matrix of the tag vector can be realized through programming a construction code, the eigenvalue is Ax = Cx, a is a vector matrix, C is an eigenvalue, x represents a scaling coefficient of the vector matrix, the eigenvector in the tag vector is calculated according to the formula a-CE =0, a represents a vector matrix, C represents an eigenvalue, and E represents the eigenvector.
Further, as an optional embodiment of the present invention, the calculating a feature score of the feature tag includes:
calculating a feature score for the feature tag by:
wherein T (b) represents the feature score of the feature label, N represents the score coefficient corresponding to each label in the feature label, a represents the initial value of the feature label, Y represents the total number of the feature labels, G i A mapping value representing the ith label in the feature label,
the mapped mean of the ith label in the representation,
a scoring function is represented.
According to the content attribute, the content type of the working content is determined, so that the type of the working content can be obtained, and the importance of the working content can be conveniently judged subsequently, wherein the content type is the type corresponding to the working content, such as meeting notice, illness state information or medicine taking.
As an embodiment of the present invention, the determining the content type of the working content according to the content attribute includes: the method comprises the steps of obtaining an information notification module in the medical information system, classifying the information notification module to obtain a module type, carrying out attribute analysis on the module type to obtain a module attribute, calculating the association degree of the content attribute and the module attribute, and determining the content type of the working content according to the association degree.
The information notification modules are all modules used for notifying information in the medical information system, the module types are categories corresponding to the information notification modules, the association degree represents the association degree of the content attributes and the module attributes, further, the information notification modules can be classified through a decision tree algorithm, and the module types can be subjected to attribute analysis through the attribute analysis method.
Further, as an optional embodiment of the present invention, the calculating the association degree between the content attribute and the module attribute includes:
calculating the association degree of the content attribute and the module attribute by the following formula:
wherein F represents the association degree of the content attribute and the module attribute, Z represents the quantity value of the content attribute, and L j Vector representing the jth content attribute, ln L j Logarithm of a vector representing the jth content attribute, H j Vector representing jth module attribute, lnH j A logarithmic value of a vector representing the jth module attribute, max () represents a maximum value, min () represents a minimum value,
and a correlation coefficient representing the content attribute and the module attribute.
S2, inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type.
According to the invention, by inquiring the sending end and the receiving end of the medical information system, the sending port and the receiving port of the working content can be known, and a notification channel for subsequently creating the working content is guaranteed, wherein the sending end is the port for sending the working content in the medical information system, the receiving end is the port for receiving the working content at last, further, the inquiry of the sending end and the receiving end of the medical information system can be realized through a port inquiry instruction, and the port inquiry instruction is compiled by a script language.
According to the invention, by combining the sending terminal, the receiving terminal and the content type, a notification channel of the working content is constructed so as to facilitate the sending of the subsequent working content, wherein the notification channel is a channel of the working content during transmission.
As an embodiment of the present invention, the constructing a notification channel of the working content by combining the sending end, the receiving end, and the content type includes: acquiring port sequences corresponding to the sending end and the receiving end, inquiring signal frequency bands corresponding to the sending end and the receiving end according to the port sequences, constructing a logic channel of the sending end and the receiving end according to the signal frequency bands, acquiring a physical signal of the content type, configuring a physical line of the working content in the logic channel according to the physical signal, and generating a notification channel of the working content by combining the physical line, the logic channel and the signal frequency bands.
The port sequence is a sequence corresponding to the transmitting end and the receiving end, so as to facilitate the inquiry of the serial numbers of the transmitting end and the receiving end, the signal frequency range is the frequency range of radio waves of the transmitting end and the receiving end, the logical channel is a channel during the transmission of the working content, the physical signal is a symbol used for loading and representing the working content, and the physical line is a transmission path of the bottommost layer.
Furthermore, a port sequence corresponding to the sending end and the receiving end can be obtained through a port identification tool, the port identification tool is compiled through a script language, a signal frequency band corresponding to the sending end and the receiving end can be inquired through the internet according to the port sequence, a physical signal of the content type can be obtained through a resistance sensor, a physical line of the working content can be configured through a PLC single chip microcomputer, and a notification channel of the working content can be generated through programming the physical line, the logic channel and a code of the signal frequency band.
Further, as an optional embodiment of the present invention, the constructing a logic channel between the transmitting end and the receiving end according to the signal frequency band includes: calculating the port distance between the sending end and the receiving end, inquiring the port power of the sending end, calculating the transmission distance of the sending end by combining the port power, the port distance and the signal frequency band, and constructing a logic channel between the sending end and the receiving end by combining the transmission distance, the port power and the signal frequency band.
The port distance is a distance between the transmitting end and the receiving end, the port power is a transmitting power of the transmitting end, and further, the port distance between the transmitting end and the receiving end can be calculated through a distance algorithm, wherein the distance algorithm comprises an euclidean distance.
Further, as an optional embodiment of the present invention, the calculating, by combining the port power and the signal frequency band, a transmission distance of the transmitting end includes:
calculating the transmission distance by the following formula:
wherein D (D) represents the transmission distance of the transmitting end, K h Representing the real distance traveled by the transmitting end under vacuum, M representing the port power of the transmitting end, P C The distance between the ports of the transmitting end and the receiving end is shown, and W is a critical value of a signal frequency band.
And S3, text extraction is carried out on the working content to obtain a content text, the importance of each text in the content text is calculated according to the content type, the content text is encrypted according to the importance to obtain an encrypted text, and the electric signal of the encrypted text is determined.
According to the method and the device, the text extraction is carried out on the working content to obtain the content text, the related text information of the working content can be obtained, the importance degree of the content text can be conveniently calculated subsequently, wherein the content text is the text information in the working content, and further, the text extraction can be carried out on the working content through the text extractor.
According to the method and the device, the importance of each text in the content text is calculated according to the content type, so that the content text can be encrypted subsequently, wherein the importance is the importance of each text in the content text.
As an embodiment of the present invention, the calculating the importance of each text in the content texts according to the content type includes: performing word segmentation processing on each text in the content text to obtain text words, performing semantic analysis on the text words and the content type respectively to obtain a first semantic meaning and a second semantic meaning, calculating cosine similarity of the first semantic meaning and the second semantic meaning, and determining the importance of each text in the content text according to the cosine similarity.
The text segmentation is a text obtained by segmenting each text in the content text according to grammar, the first semantic meaning is a text meaning corresponding to the text segmentation, the second semantic meaning is a meaning corresponding to the content type, the cosine similarity is a measure of similarity by calculating a cosine value of an included angle between the first semantic meaning and the second semantic meaning, furthermore, the segmentation processing can be performed on each text in the content text through an ik segmenter, the text segmentation and the content type can be respectively subjected to semantic analysis through a semantic analysis algorithm, and the semantic analysis algorithm comprises a single step algorithm.
Further, as an optional embodiment of the present invention, the calculating a cosine similarity value of the first semantic meaning and the second semantic meaning includes:
calculating a cosine similarity value of the first semantic meaning and the second semantic meaning by:
wherein J (S, X) represents a cosine similarity value of the first semantic and the second semantic, S i Vector coordinate value, X, representing the ith first semantic meaning i Vector coordinate values representing the second semantic, cos (S, X) representing a cosine function of the first and second semantics.
According to the importance degree, the content text is encrypted to obtain the encrypted text, and the safety of the content text can be improved, wherein the encrypted text is obtained by encrypting the content text.
As an embodiment of the present invention, the encrypting the content text according to the importance degree to obtain an encrypted text includes: when the importance degree is larger than a preset threshold value, marking the content text to obtain a marked text, creating a text secret key corresponding to the marked text by using a preset encryption algorithm, and replacing the marked text by using the text secret key to obtain an encrypted text.
The preset threshold may be 0.8, and may also be set according to an actual service scenario, where the marked text is a text with a higher importance level in the content text, the preset encryption algorithm is an algorithm for encrypting the text, the preset encryption algorithm includes an SM1 algorithm, and the text key is a parameter for converting a plaintext into a ciphertext.
Further, as an optional embodiment of the present invention, the content text may be marked by a marking tool, for example, a color marking tool, and the marked text may be converted by the preset encryption algorithm to obtain a text key.
According to the invention, the electric signal of the encrypted text is determined, so that the subsequent receiving instruction of the electric signal can be conveniently created, wherein the electric signal is a corresponding digital signal when the encrypted text is transmitted, and further, the electric signal can be obtained by performing signal coding on the encrypted text, such as Manchester coding.
And S4, setting the notification frequency and the notification interval of the electric signal in the notification channel based on the importance, creating a receiving instruction of the electric signal, and monitoring the working state of the receiving instruction in real time.
According to the invention, based on the importance, the notification frequency and the notification interval of the electric signal are set in the notification channel, if the work content is important, the electric signal can be sent at high frequency and short interval, so as to receive the work content more quickly, wherein the notification frequency is the sending frequency of the electric signal, the notification interval is the interval time of sending the electric signal, if the interval time is 5 seconds, the electric signal is sent once every 5 seconds, and further, the notification frequency and the notification interval can be realized by corresponding source codes.
The invention monitors the working state of the receiving instruction in real time by creating the receiving instruction of the electric signal, and can judge whether the electric signal is successfully received by detecting the receiving instruction, wherein the receiving instruction is the instruction that the electric signal is successfully received, and the working state is the state of the receiving instruction.
As an embodiment of the present invention, the receiving instruction for creating the electrical signal includes: obtaining historical receiving data of the receiving end, inquiring a receiving mark of the historical receiving data at the receiving end, carrying out code analysis on the receiving mark to obtain a receiving code, obtaining a source code of the electric signal, and creating a receiving instruction of the electric signal based on the receiving code and the source code.
Wherein the historical received data is data previously received by the receiver, the reception flag is a flag indicating that the receiver has successfully received the historical received data, the reception code is a code corresponding to the reception flag, and the source code is the electrical signal configuration code.
Furthermore, the historical received data of the receiving end can be obtained through a database of the receiving end, a received mark of the historical received data at the receiving end can be inquired through a mark recognition detection tool, the mark detection tool is compiled by Java language, the received mark can be subjected to code analysis through a code analyzer, and a received instruction of the electric signal can be created by operating the received code and the source code.
And S5, when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval.
It should be understood that, when the operating state is the non-receiving state, it indicates that the electrical signal is not successfully received, and according to the notification frequency and the notification interval, the present invention transmits the electrical signal from the transmitting end to the receiving end through the notification channel when the operating state is the non-receiving state, so as to facilitate sending the electrical signal according to the notification frequency and the notification interval, so that the receiving end can receive the electrical signal.
As an embodiment of the present invention, the transmitting the electrical signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval includes: acquiring codes of the notification frequency and the notification interval, acquiring a first code and a second code, combining the first code and the second code to acquire a target code, inquiring a trigger condition for sending the electric signal, programming a sending instruction of the electric signal based on the sending condition and the target code, and transmitting the electric signal from the sending end to the receiving end through the notification channel according to the sending instruction.
The first code and the second code are constituent codes corresponding to the notification frequency and the notification interval, respectively, the trigger condition is a trigger event or action for sending the electrical signal, the sending instruction is an instruction for controlling sending of the electrical signal, further, the codes of the notification frequency and the notification interval can be obtained by the code parser described above, and the first code and the second code can be merged by a merging and sorting algorithm.
The invention can obtain the attribute information corresponding to the working content by acquiring the working content to be notified in the medical information system and extracting the attribute of the working content to obtain the content attribute, thereby facilitating the subsequent determination of the content type of the working content; in addition, it should be understood that, when the operating state is the non-receiving state, it indicates that the electrical signal is not successfully received, and the present invention transmits the electrical signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval when the operating state is the non-receiving state, so as to facilitate sending the electrical signal according to the notification frequency and the notification interval, so that the receiving end can receive the electrical signal. Therefore, the method for notifying the work information of the medical information system provided by the embodiment of the invention can improve the notification efficiency of the work information of the medical information system.
Fig. 2 is a functional block diagram of a system for notifying medical information system operation information according to an embodiment of the present invention.
The system 100 for notifying the work information of the medical information system according to the present invention may be installed in an electronic device. According to the realized functions, the system 100 for notifying the work information of the medical information system can comprise an attribute analysis module 101, a channel construction module 102, a text encryption module 103, a state monitoring module 104 and a signal transmission module 105. The module of the present invention, which may also be referred to as a unit, refers to a series of computer program segments that can be executed by a processor of an electronic device and can perform a fixed function, and are stored in a memory of the electronic device.
In the present embodiment, the functions regarding the respective modules/units are as follows:
the attribute analysis module 101 is configured to acquire work content to be notified in a medical informatization system, perform attribute extraction on the work content to obtain a content attribute, and determine a content type of the work content according to the content attribute;
the channel construction module 102 is configured to query a sending end and a receiving end of the medical information system, and construct a notification channel of the working content by combining the sending end, the receiving end, and the content type;
the text encryption module 103 is configured to perform text extraction on the working content to obtain a content text, calculate an importance of each text in the content text according to the content type, encrypt the content text according to the importance to obtain an encrypted text, and determine an electrical signal of the encrypted text;
the state monitoring module 104 is configured to set a notification frequency and a notification interval of the electrical signal in the notification channel based on the importance, create a receiving instruction of the electrical signal, and monitor a working state of the receiving instruction in real time;
the signal sending module 105 is configured to transmit the electrical signal from the sending end to the receiving end through the notification channel according to the notification frequency and the notification interval when the working state is the unreceived state.
In detail, when in use, each module in the system 100 for notifying the work information of the medical information system in the embodiment of the present application adopts the same technical means as the method for notifying the work information of the medical information system in fig. 1, and can produce the same technical effect, which is not described herein again.
Fig. 3 is a schematic structural diagram of an electronic device 1 for implementing a method for notifying work information of a medical information system according to an embodiment of the present invention.
The electronic device 1 may include a processor 10, a memory 11, a communication bus 12, and a communication interface 13, and may further include a computer program, such as a method program for notifying medical information system operation information, stored in the memory 11 and executable on the processor 10.
In some embodiments, the processor 10 may be composed of an integrated circuit, for example, a single packaged integrated circuit, or may be composed of a plurality of integrated circuits packaged with the same function or different functions, and includes one or more Central Processing Units (CPUs), microprocessors, digital Processing chips, graphics processors, and combinations of various control chips. The processor 10 is a Control Unit (Control Unit) of the electronic device 1, connects various components of the whole electronic device by using various interfaces and lines, and executes various functions and processes data of the electronic device by running or executing programs or modules (for example, a method program for executing medical information system work information notification, and the like) stored in the memory 11 and calling data stored in the memory 11.
The memory 11 includes at least one type of readable storage medium including flash memory, removable hard disks, multimedia cards, card-type memory (e.g., SD or DX memory, etc.), magnetic memory, magnetic disks, optical disks, etc. The memory 11 may in some embodiments be an internal storage unit of the electronic device, for example a removable hard disk of the electronic device. The memory 11 may also be an external storage device of the electronic device in other embodiments, such as a plug-in mobile hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like, which are provided on the electronic device. Further, the memory 11 may also include both an internal storage unit and an external storage device of the electronic device. The memory 11 may be used not only to store application software installed in the electronic device and various types of data, such as codes of method programs for notifying medical information system operation information, etc., but also to temporarily store data that has been output or will be output.
The communication bus 12 may be a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Architecture (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. The bus is arranged to enable connection communication between the memory 11 and at least one processor 10 or the like.
The communication interface 13 is used for communication between the electronic device 1 and other devices, and includes a network interface and a user interface. Optionally, the network interface may include a wired interface and/or a wireless interface (e.g., WI-FI interface, bluetooth interface, etc.), which are typically used to establish a communication connection between the electronic device and other electronic devices. The user interface may be a Display (Display), an input unit such as a Keyboard (Keyboard), and optionally a standard wired interface, a wireless interface. Alternatively, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch device, or the like. The display, which may also be referred to as a display screen or display unit, is suitable, among other things, for displaying information processed in the electronic device and for displaying a visualized user interface.
Fig. 3 only shows an electronic device with components, and it will be understood by a person skilled in the art that the structure shown in fig. 3 does not constitute a limitation of the electronic device 1, and may comprise fewer or more components than shown, or a combination of certain components, or a different arrangement of components.
For example, although not shown, the electronic device 1 may further include a power supply (such as a battery) for supplying power to each component, and preferably, the power supply may be logically connected to the at least one processor 10 through a power management system, so as to implement functions of charge management, discharge management, power consumption management, and the like through the power management system. The power supply may also include any component of one or more dc or ac power sources, recharging systems, power failure detection circuitry, power converters or inverters, power status indicators, and the like. The electronic device 1 may further include various sensors, a bluetooth module, a Wi-Fi module, and the like, which are not described herein again.
It is to be understood that the embodiments described are illustrative only and are not to be construed as limiting the scope of the claims.
The method program of the medical information system working information notification stored in the memory 11 of the electronic device 1 is a combination of a plurality of instructions, and when running in the processor 10, can realize:
acquiring work content to be notified in a medical information system, extracting attributes of the work content to obtain content attributes, and determining the content type of the work content according to the content attributes;
inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals, and monitoring the working state of the receiving instruction in real time;
and when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval.
Specifically, the specific implementation method of the instruction by the processor 10 may refer to the description of the relevant steps in the embodiment corresponding to the drawings, which is not described herein again.
Further, the integrated modules/units of the electronic device 1, if implemented in the form of software functional units and sold or used as separate products, may be stored in a computer readable storage medium. The computer readable storage medium may be volatile or non-volatile. For example, the computer-readable medium may include: any entity or system capable of carrying said computer program code, a recording medium, a usb-disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM).
The present invention also provides a computer-readable storage medium storing a computer program which, when executed by a processor of an electronic device, implements:
acquiring work content to be notified in a medical information system, extracting attributes of the work content to obtain content attributes, and determining the content type of the work content according to the content attributes;
inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals, and monitoring the working state of the receiving instruction in real time;
and when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval.
In the several embodiments provided in the present invention, it should be understood that the disclosed apparatus, system, and method may be implemented in other ways. For example, the system embodiments described above are merely illustrative, and for example, the division of the modules is only one logical functional division, and other divisions may be realized in practice.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one position, or may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment.
In addition, functional modules in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional module.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof.
The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The embodiment of the application can acquire and process related data based on an artificial intelligence technology. Among them, artificial Intelligence (AI) is a theory, method, technique and application system that simulates, extends and expands human Intelligence using a digital computer or a machine controlled by a digital computer, senses the environment, acquires knowledge and uses the knowledge to obtain the best result.
Furthermore, it is obvious that the word "comprising" does not exclude other elements or steps, and the singular does not exclude the plural. A plurality of units or systems recited in the system claims may also be implemented by one unit or system in software or hardware. The terms first, second, etc. are used to denote names, but not any particular order.
Finally, it should be noted that the above embodiments are only for illustrating the technical solutions of the present invention and not for limiting, and although the present invention is described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications or equivalent substitutions may be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention.
Claims (13)
1. A method of healthcare information-based system job information notification, the method comprising:
acquiring work content to be notified in a medical information system, extracting attributes of the work content to obtain content attributes, and determining the content type of the work content according to the content attributes;
inquiring a sending end and a receiving end of the medical information system, and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals, and monitoring the working state of the receiving instruction in real time;
and when the working state is a non-receiving state, transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval.
2. The method of claim 1, wherein the performing attribute extraction on the working content to obtain content attributes comprises:
acquiring a content tag of the working content, and performing feature extraction on the content tag to obtain a feature tag;
calculating the feature score of the feature tag through the following formula, and obtaining a target tag according to the feature score;
wherein T (b) represents the feature score of the feature label, N represents the score coefficient corresponding to each label in the feature label,
representing the starting value of the feature label, Y representing the total number of feature labels, G i Mapping of ith label in label of representation featureValue of,
the mapped mean of the ith label in the representation,
representing a scoring function;
and analyzing the attribute of the target label to obtain the content attribute of the working content.
3. The method of claim 2, wherein the extracting the feature of the content tag to obtain a feature tag comprises:
performing vector conversion on each label in the content labels to obtain a label vector;
constructing a vector matrix of the label vector, and calculating a characteristic value of the vector matrix by using a preset characteristic equation;
and obtaining a feature vector in the label vector according to the feature value, and taking the label corresponding to the feature vector as a feature label.
4. The method of claim 1, wherein said determining a content type of the working content according to the content attribute comprises:
acquiring an information notification module in the medical information system, and classifying the information notification module to obtain a module type;
performing attribute analysis on the module type to obtain a module attribute, and calculating the association degree of the content attribute and the module attribute;
and determining the content type of the working content according to the association degree.
5. The method of claim 4, wherein said calculating the association of said content attribute with said module attribute comprises:
calculating the association degree of the content attribute and the module attribute by the following formula:
wherein F represents the degree of association between the content attribute and the module attribute, Z represents the quantity value of the content attribute, and L represents the quantity value of the content attribute j Vector representing jth content attribute, lnL j Logarithm of a vector representing the jth content attribute, H j Vector representing jth module attribute, lnH j The log value of the vector representing the jth module attribute,
() The maximum value is represented by a maximum value,
a minimum value is indicated for the value of,
a correlation coefficient representing the content attribute and the module attribute.
6. The method according to claim 1, wherein the constructing a notification channel of the working content by combining the sender, the receiver and the content type comprises:
acquiring port sequences corresponding to the sending end and the receiving end, and inquiring signal frequency bands corresponding to the sending end and the receiving end according to the port sequences;
according to the signal frequency band, a logic channel of the sending end and the receiving end is constructed, and a physical signal of the content type is obtained;
and configuring a physical line of the working content in the logical channel according to the physical signal, and generating a notification channel of the working content by combining the physical line, the logical channel and the signal frequency band.
7. The method according to claim 6, wherein the constructing a logical channel between the transmitting end and the receiving end according to the signal frequency band comprises:
calculating the port distance between the transmitting end and the receiving end, and inquiring the port power of the transmitting end;
calculating the transmission distance of the transmitting end by combining the port power, the port distance and the signal frequency band;
and combining the transmission distance, the port power and the signal frequency band to construct a logic channel of the transmitting end and the receiving end.
8. The method according to claim 7, wherein said calculating the transmission distance of the transmitting end by combining the port power, the port distance, and the signal band comprises:
calculating the transmission distance by the following formula:
D（d）= K h +M log Pc （1-W）
wherein D (D) represents the transmission distance of the transmitting end, K h Represents the real distance traveled by the transmitting end under vacuum, M represents the port power of the transmitting end, P C The distance between the ports of the transmitting end and the receiving end is shown, and W is a critical value of a signal frequency band.
9. The method of claim 1, wherein said calculating the importance of each text in the text of the content according to the type of the content comprises:
performing word segmentation processing on each text in the content text to obtain text words, and performing semantic analysis on the text words and the content type respectively to obtain a first semantic meaning and a second semantic meaning;
and calculating cosine similarity of the first semantic meaning and the second semantic meaning, and determining the importance of each text in the content text according to the cosine similarity.
10. The method of claim 1, wherein the encrypting the content text according to the importance degree to obtain an encrypted text comprises:
when the importance degree is larger than a preset threshold value, marking the content text to obtain a marked text;
and creating a text secret key corresponding to the marked text by using a preset encryption algorithm, and replacing the marked text by using the text secret key to obtain an encrypted text.
11. The method of claim 1, wherein the receiving instruction for creating the electrical signal comprises:
acquiring historical receiving data of the receiving end, and inquiring a receiving mark of the historical receiving data at the receiving end;
analyzing the code of the receiving mark to obtain a receiving code and obtain a source code of the electric signal;
based on the received code and the source code, receive instructions for the electrical signal are created.
12. The method of claim 1, wherein the transmitting the electrical signal from the transmitting end to the receiving end through the notification channel according to the notification frequency and the notification interval comprises:
acquiring the notification frequency and the code of the notification interval to obtain a first code and a second code;
code merging is carried out on the first code and the second code to obtain a target code;
inquiring a trigger condition for sending the electric signal, and programming a sending instruction of the electric signal based on the sending condition and the target code;
and transmitting the electric signal from the transmitting end to the receiving end through the notification channel according to the transmitting instruction.
13. A system for medical information-based system job information notification, the system comprising:
the attribute analysis module is used for acquiring the working content to be notified in the medical information system, extracting the attributes of the working content to obtain the content attributes, and determining the content type of the working content according to the content attributes;
the channel construction module is used for inquiring a sending end and a receiving end of the medical information system and constructing a notification channel of the working content by combining the sending end, the receiving end and the content type;
the text encryption module is used for extracting texts of the working contents to obtain content texts, calculating the importance of each text in the content texts according to the content types, encrypting the content texts according to the importance to obtain encrypted texts, and determining electric signals of the encrypted texts;
the state monitoring module is used for setting the notification frequency and the notification interval of the electric signals in the notification channel based on the importance, creating a receiving instruction of the electric signals and monitoring the working state of the receiving instruction in real time;
and the signal sending module is used for transmitting the electric signal from the sending end to the receiving end through the notification channel according to the notification frequency and the notification interval when the working state is a non-receiving state.
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