CN112712882A - Method and system for improving intensive care management level - Google Patents
Method and system for improving intensive care management level Download PDFInfo
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Abstract
The invention discloses a method and a system for improving the intensive care management level, which comprises the steps of obtaining first patient information; obtaining a first patient care requirement based on the first patient information; obtaining first caregiver information according to the first patient information; obtaining a first care trajectory; obtaining first patient care information according to the first care track; inputting a first patient nursing requirement and first patient nursing information into a nursing evaluation model to obtain first nursing evaluation information; obtaining first matching degree information according to the first nursing staff information and the first patient information; obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information; and judging whether the first patient care level grade meets a first preset requirement or not, and obtaining first reminding information when the first patient care level grade does not meet the first preset requirement. The technical problems that the nursing effect is influenced due to the fact that the severe nursing level is difficult to evaluate, the nursing staff depend on the professional level, the level is uneven, and the nursing level is lack of supervision are solved.
Description
Technical Field
The invention relates to the technical field of computers, in particular to a method and a system for improving the intensive care management level.
Background
Intensive care (intensive care) refers to the intensive treatment and nursing of various critical patients by applying various advanced medical technologies and modern monitoring and rescuing equipment. To ensure the survival and the subsequent life quality of the patient to the maximum extent. The critical patient is called the patient with serious illness and possible life danger at any time. The serious illness condition of the critical patient can change at any time, if the rescue is carried out in time, the nursing is proper, the patient can turn into safety, otherwise, the life danger can happen. Therefore, the nursing of critical patients is a very important and serious work, and is a battle in time of seconds. Therefore, the level of critical care is important and directly affects the development of the patient's condition or the life of the patient.
However, in the process of implementing the technical solution of the invention in the embodiments of the present application, the inventors of the present application find that the above-mentioned technology has at least the following technical problems:
in the prior art, the level of critical care is difficult to evaluate, and the nursing effect is influenced by the uneven level and lack of supervision of the nursing level depending on the professional level of nursing staff.
Disclosure of Invention
The embodiment of the application provides a method and a system for improving the intensive care management level, and solves the technical problems that in the prior art, the intensive care level is difficult to evaluate, the nursing effect is influenced by the fact that the nursing staff depend on the professional level, and the nursing level is not uniform in level and lack of supervision. The effective evaluation to the intensive care level has been reached, in time adjusts to the nursing that does not satisfy the requirement to improve nursing management level, more effectual for the patient of severe improves effectual nursing, and add the accuracy that the neural network model improved the data analysis result, provide the technological effect who powerful supports for effectively promoting the intensive care management level.
In view of the above, embodiments of the present application are proposed to provide a method and system for improving the level of critical care management.
In a first aspect, an embodiment of the present application provides a method for improving a critical care management level, which is applied to a critical care management device, where the critical care management device is connected to an intelligent terminal, and the method includes: obtaining first patient information; obtaining a first patient care requirement based on the first patient information; obtaining first nursing staff information according to the first patient information; according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal; obtaining first patient care information according to the first care track; inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information; obtaining first matching degree information according to the first nursing staff information and the first patient information; obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information; and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced.
In another aspect, the present application also provides a system for increasing the level of intensive care management, the system comprising:
a first obtaining unit for obtaining first patient information;
a second obtaining unit for obtaining a first patient care requirement according to the first patient information;
a third obtaining unit, configured to obtain first caregiver information according to the first patient information;
a fourth obtaining unit, configured to obtain, according to the first caregiver information, a first nursing track through an intelligent terminal, where the first caregiver has a first intelligent terminal;
a fifth obtaining unit, configured to obtain first patient care information according to the first care trajectory;
a sixth obtaining unit, configured to input the first patient care requirement and the first patient care information into a care evaluation model, and obtain first care evaluation information;
a seventh obtaining unit, configured to obtain first matching degree information according to the first caregiver information and the first patient information;
an eighth obtaining unit, configured to obtain a first patient care level grade according to the first care evaluation information and the first matching degree information;
the first execution unit is used for judging whether the first patient care level grade meets a first preset requirement or not, and when the first patient care level grade does not meet the first preset requirement, first reminding information is obtained and used for reminding that the current care level does not meet the standard and needs to be replaced.
In a third aspect, the present invention provides a system for increasing the level of intensive care management, comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor when executing the program implements the steps of the method of the first aspect.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
the embodiment of the application provides a method and a system for improving the intensive care management level, which are applied to an intensive care management device, wherein the intensive care management device is connected with an intelligent terminal, and the method comprises the following steps: obtaining first patient information; obtaining a first patient care requirement based on the first patient information; obtaining first nursing staff information according to the first patient information; according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal; obtaining first patient care information according to the first care track; inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information; obtaining first matching degree information according to the first nursing staff information and the first patient information; obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information; and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced. The effective evaluation to the severe care level has been reached, in time adjust to the nursing that does not satisfy the requirement, in order to improve nursing management level, more effectual for the severe patient improves effectual nursing, and add the accuracy that the neural network model improved the data analysis result, the technological effect who provides powerful support for effectively promoting the severe care management level, thereby the level of having solved severe care among the prior art is difficult to evaluate, rely on nursing staff professional level, there is the uneven level, lack nursing level's supervision and influence nursing effect's technical problem.
The foregoing description is only an overview of the technical solutions of the present application, and the present application can be implemented according to the content of the description in order to make the technical means of the present application more clearly understood, and the following detailed description of the present application is given in order to make the above and other objects, features, and advantages of the present application more clearly understandable.
Drawings
FIG. 1 is a schematic flow chart of a method for increasing the level of intensive care management according to an embodiment of the present application;
FIG. 2 is a schematic diagram of a system for increasing critical care management in accordance with an embodiment of the present disclosure;
fig. 3 is a schematic structural diagram of an exemplary electronic device according to an embodiment of the present application.
Description of reference numerals: a first obtaining unit 11, a second obtaining unit 12, a third obtaining unit 13, a fourth obtaining unit 14, a fifth obtaining unit 15, a sixth obtaining unit 16, a seventh obtaining unit 17, an eighth obtaining unit 18, a first executing unit 19, a bus 300, a receiver 301, a processor 302, a transmitter 303, a memory 304, a bus interface 306.
Detailed Description
The embodiment of the application provides a method and a system for improving the intensive care management level, and solves the technical problems that in the prior art, the intensive care level is difficult to evaluate, the nursing effect is influenced by the fact that the nursing staff depend on the professional level, and the nursing level is not uniform in level and lack of supervision. The effective evaluation to the intensive care level has been reached, in time adjusts to the nursing that does not satisfy the requirement to improve nursing management level, more effectual for the patient of severe improves effectual nursing, and add the accuracy that the neural network model improved the data analysis result, provide the technological effect who powerful supports for effectively promoting the intensive care management level. Hereinafter, example embodiments according to the present application will be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are merely some embodiments of the present application and not all embodiments of the present application, and it should be understood that the present application is not limited to the example embodiments described herein.
Summary of the application
Intensive care (intensive care) refers to the intensive treatment and nursing of various critical patients by applying various advanced medical technologies and modern monitoring and rescuing equipment. To ensure the survival and the subsequent life quality of the patient to the maximum extent. The critical patient is called the patient with serious illness and possible life danger at any time. The serious illness condition of the critical patient can change at any time, if the rescue is carried out in time, the nursing is proper, the patient can turn into safety, otherwise, the life danger can happen. Therefore, the nursing of critical patients is a very important and serious work, and is a battle in time of seconds. However, in the prior art, the level of critical care is difficult to assess, and the nursing effect is influenced by the uneven level and lack of supervision of the nursing level depending on the professional level of nursing staff.
In view of the above technical problems, the technical solution provided by the present application has the following general idea:
obtaining first patient information; obtaining a first patient care requirement based on the first patient information; obtaining first nursing staff information according to the first patient information; according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal; obtaining first patient care information according to the first care track; inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information; obtaining first matching degree information according to the first nursing staff information and the first patient information; obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information; and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced. The effective evaluation to the intensive care level has been reached, in time adjusts to the nursing that does not satisfy the requirement to improve nursing management level, more effectual for the patient of severe improves effectual nursing, and add the accuracy that the neural network model improved the data analysis result, provide the technological effect who powerful supports for effectively promoting the intensive care management level.
Having thus described the general principles of the present application, various non-limiting embodiments thereof will now be described in detail with reference to the accompanying drawings.
Example one
As shown in fig. 1, an embodiment of the present application provides a method for improving a critical care management level, which is applied to a critical care management device, where the critical care management device is connected to an intelligent terminal, and the method includes:
step S100: obtaining first patient information;
specifically, the first patient information includes basic information of the first patient, such as age, name, identity information, etc., medical condition information, medical record data, a patient bed number, etc.
Step S200: obtaining a first patient care requirement based on the first patient information;
further, step S200: according to the first patient information, obtaining a first patient care requirement, the embodiment of the present application further includes:
step S210: obtaining a first patient medical record according to the first patient information;
step S220: the first patient medical record is used for acquiring the disease level information of the patient;
step S230: and obtaining the first patient nursing requirement according to the first patient medical record and the patient condition grade information, wherein the first patient nursing requirement comprises a nursing item, a nursing time length, a nursing environment and a nursing professional degree.
Specifically, the first patient care requirement is specifically set according to medical records and disease conditions of patients, such as patients with hemiplegia, patients with intubation, patients with stroke, and the like, different care requirements exist corresponding to different diseases, and the first patient care requirement comprises specific care items, such as feeding, turning over, massaging, and the like; the nursing time length, such as the specific time requirements of how long time each nursing is, nursing several times a day or nursing several times a week; care environments such as temperature, humidity, sterile environment, etc. to be maintained by the patient; the nursing profession degree is that what grade of nursing staff needs to be corresponded to, different nursing items correspond to different nursing grades, such as cleaning and feeding belong to basic nursing, can be general nursing staff, and for wound treatment, injection, instrument operation and the like, advanced nursing staff need to be corresponded to, and corresponding grade division and nursing requirement information are also specified in different nursing item contents.
Step S300: obtaining first nursing staff information according to the first patient information;
specifically, the information of the nursing staff of the patient is searched correspondingly by searching the information of the patient in an entry database corresponding to the information of the patient and the nursing staff, the information of the nursing staff comprises corresponding basic information such as name, age, job number, level, department and the like, and for the medical staff in a critical room in a medical institution, the corresponding information such as a shift schedule and the like can be stored under the condition that the nursing staff is replaced due to the shift problem, and the current information of the nursing staff or the historical information of the nursing staff is matched through the time and the shift schedule, so that the information content of the first nursing staff is correspondingly obtained according to the requirement of analysis and processing.
Step S400: according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal;
further, step S400: according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the embodiment of the application further comprises the following steps:
step S410: acquiring first intelligent terminal information according to the first nursing staff information;
step S420: through the first intelligent terminal, the working path information of the first nursing staff is collected, and the first nursing track is obtained and comprises position information and duration information.
Particularly, intelligent terminal is connected with the data processing center of severe nursing management device, carry out data transmission, intelligent terminal is used for the nursing staff to carry at any time, record nursing staff's nursing content, can enter through nursing staff's manual work, perhaps the work identification code that the scanning corresponds is handled, intelligent terminal has the locate function simultaneously, carry out real-time acquisition control to nursing staff's work orbit, obtain the specific position of nursing staff during operation and nursing content and the nursing time and the time length information that corresponds, gather all path orbit information of nursing staff, and the data processing center who sends the severe nursing management device in real time stores, an analysis processes for nursing management level.
Step S500: obtaining first patient care information according to the first care track;
further, step S500: obtaining first patient care information according to the first care track, the embodiment of the application further includes:
step S510: obtaining first patient position information according to the first patient information;
step S520: obtaining first nursing time according to the first nursing track and the first patient position information;
step S530: obtaining a first care item;
step S540: and obtaining the first patient care information according to the first care item and the first care time.
Specifically, the nursing information of the first patient is obtained according to the first nursing track, the position of the first patient is fixed, the critically ill patient does not move normally, for example, the position of a sickbed is fixed, or a patient room is fixed, so that the information that the first nursing staff arrives at the position of the first patient can be determined according to the first nursing track, the nursing information of the first nursing staff for the first patient is determined according to the position information of the first nursing staff, and the nursing information is started from when the first nursing staff nurses the first patient, specific nursing contents can be identified according to a preset nursing form, the nursing contents can be recorded by the nursing staff through an intelligent terminal, the nursing information of the first patient is determined according to recorded nursing items and collected nursing time, an image collecting device can be added for improving the authenticity of the nursing contents, and the first patient is subjected to image collection, the nursing content of the patient is clear.
Step S600: inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information;
further, step S600: inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information, wherein the embodiment of the application further comprises:
step S610: receiving a first patient care request as first input information;
step S620: taking the first patient care information as second input information;
step S630: inputting the first input information and the second input information into a nursing evaluation model, wherein the nursing evaluation model is obtained by training a plurality of groups of training data, and each group of the plurality of groups of training data comprises: the first input information, the second input information, and identification information identifying care level assessment information;
step S640: obtaining a first output result of the care evaluation model, the first output result comprising first care evaluation information representing a degree to which first patient care information satisfies a corresponding level of first patient care requirements.
Specifically, according to a first patient care requirement and current patient care information as analysis data, whether the current care information is matched with a care requirement corresponding to a patient condition is evaluated, whether the care requirement is met, automatic processing analysis of a care level is realized, in order to improve accuracy of evaluation content of the care level, a Neural network model is added in the embodiment of the application, the scheme generation model is a Neural network model in machine learning, a Neural Network (NN) is a complex Neural network system formed by widely connecting a large number of simple processing units (called neurons), reflects many basic characteristics of human brain functions, and is a highly complex nonlinear dynamical learning system. Neural network models are described based on mathematical models of neurons. Artificial Neural Networks (Artificial Neural Networks) are a description of the first-order properties of the human brain system. Briefly, it is a mathematical model. And inputting the first input information and the second input information into a neural network model through training of a large amount of training data, and outputting first nursing evaluation information.
More specifically, the training process is a supervised learning process, each group of supervised data includes the first input information, the second input information, and identification information identifying care level evaluation information, the first input information and the second input information are input into a neural network model, the neural network model performs continuous self-correction and adjustment according to the identification information identifying care level evaluation information, and the present group of supervised learning is ended and the next group of supervised learning is performed until the obtained output result is consistent with the identification information; and when the output information of the neural network model reaches the preset accuracy rate/reaches the convergence state, finishing the supervised learning process. Through the supervision and learning of the neural network model, the neural network model can process the input information more accurately, more accurate and suitable nursing evaluation information can be obtained, the nursing level can be evaluated and monitored, the nursing level can be adjusted according to the content, the nursing level can be accurately evaluated, the nursing level can be conveniently adjusted, and the technical effect of improving the nursing level target can be achieved.
Step S700: obtaining first matching degree information according to the first nursing staff information and the first patient information;
specifically, the nursing level, the nursing experience and the like of a first caregiver are determined according to first caregiver information, the condition and the nursing content of a first patient are determined according to first patient information, whether the first caregiver information is matched with the condition and the nursing content of the first patient information is judged, and first matching degree information is obtained, namely whether the current caregiver is suitable for nursing work of the first patient is analyzed.
Step S800: obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information;
step S900: and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced.
Specifically, comprehensive evaluation is performed according to the first care evaluation information and the first matching degree information, the current first patient care condition is determined, the care condition is graded to obtain a first patient care level grade, the current care level is more intuitively known through the grading to be more realistic so as to be convenient for management and clarify the current care level, weighting processing is performed according to respective weighting coefficients, weight setting can be performed according to different analysis requirements so as to meet different requirements of different care environments and care occasions, the first patient care level grade obtained through calculation is judged, whether the requirement set by the care level is met or not is judged, for example, the care level grade is divided into 7 grades, the first preset condition is set into 5 grades, and the condition is met when the first patient care level grade is 6 grades, at this moment, this nursing content can continue to use, store concrete nursing plan content, if first patient care level is 4 grades, then unsatisfied the requirement of settlement, send the warning information this moment, be used for reminding current care level not to meet the requirements, perhaps remind not to meet the standard of settlement level, need adjust, in order to realize the effective evaluation to the severe care level, in time adjust to the nursing that does not meet the requirements, in order to improve the nursing administration level, more effectual for the severe patient improves effectual nursing, thereby the level of having solved the severe nursing among the prior art is difficult to be evaluated, rely on nursing staff professional level, there is uneven, lack the supervision of care level and influence the technical problem of nursing effect.
Further, the first patient has a patient intelligent terminal, and the embodiment of the present application further includes:
step 1010: determining, by the first patient smart terminal, the first patient location information;
step 1020: when the first intelligent terminal of the first nursing staff arrives at the first patient position, obtaining a first signal, wherein the first signal is generated by connecting the first intelligent terminal with the first patient intelligent terminal;
step 1030: obtaining the first care time according to the first signal.
Specifically, the intensive care management device in the embodiment of the application can be applied to positioning and monitoring the position of a patient besides being used for daily operation and monitoring of nursing staff, the nursing management level is improved by matching the intelligent terminal of the patient with the intelligent terminal of the nursing staff, the nursing condition of the patient is timely mastered, and meanwhile, the function expansion such as video monitoring, big data analysis or network interaction is performed, when the track of a first nursing staff is collected, the intelligent terminal at the first patient can be matched with the intelligent terminal worn by the first nursing staff, so that the position of the first nursing staff reaching the first patient is determined, the nursing time and duration are collected, or the environment around the patient can be collected by the image collector of the intelligent terminal, and the specific condition of the patient is mastered, the patient care content is determined, so that the content and level of care management are improved, and effective care services are provided for patients and patient family members.
Further say, the severe care management device is connected with the severe monitoring instrument, and this application embodiment still includes:
step 1110: according to the first patient information, first monitoring data are obtained through an intensive care monitoring instrument, wherein the first monitoring data are monitoring data at a first time, and the first time is before the first nursing time;
step 1120: obtaining second monitoring data according to the first nursing time;
step 1130: obtaining a first data change value according to the first monitoring data and the second monitoring data;
step 1140: obtaining first nursing effect information according to the first data change value;
step 1150: obtaining the nursing level grade of the first patient according to the first nursing effect information, the first nursing evaluation information and the first matching degree information;
step 1160: and judging whether the first patient care level grade meets the first preset requirement, and if not, obtaining first adjustment information according to the first care effect information, the first care evaluation information and the first matching degree information.
Particularly, the intensive care management device of this application embodiment can also be connected with the severe monitoring instrument, realizes data acquisition and transmission, utilizes the monitoring data before and after nursing, confirms the effect of patient's nursing, and monitoring instrument has corresponding setting according to patient's state of an illness and nursing requirement, and monitoring instrument includes but not limited to, like blood pressure monitoring, heartbeat monitoring etc.. In order to improve the accuracy of the nursing management level evaluation, the first patient nursing level grade is obtained by performing weighting processing according to the first nursing evaluation information and the first matching degree information, nursing effect information is added to perform comprehensive evaluation to improve the accuracy of the evaluation result, the reliability of nursing management is improved, the evaluation result is judged in the same way, the first patient nursing level grade meeting the first preset requirement is determined, the first patient nursing level grade not meeting the requirement is adjusted, the effective supervision of the nursing management level is realized, and the technical effect of effective nursing service is provided for the patient.
Further, the embodiment of the present application further includes:
step 1210: obtaining a first query instruction, wherein the first query instruction is a query instruction sent by a first patient family member;
step 1220: obtaining the first patient information according to the first query instruction;
step 1230: obtaining a first care data set according to the first patient information, wherein the first care data set comprises the first patient care level grade, the first care effect information, monitoring data and the first caregiver information;
step 1240: obtaining a first sending instruction according to the first query instruction and the first nursing data set, wherein the first sending instruction is used for sending the first nursing data set to a first patient family member.
Particularly, the embodiment of the application also provides query service for the family members of the patients, and as the nursing content and the current situation of the critically ill patients are closed by most medical institutions to ensure the treatment and nursing effects, the family members of the patients cannot know the conditions of the patients in time, and anxious emotion or doubt occurs, which may cause contradiction between nursing staff and the family members of the patients.
Example two
Based on the same inventive concept as the method for increasing the intensive care management level in the previous embodiment, the present invention also provides a system for increasing the intensive care management level, as shown in fig. 2, the system comprising:
a first obtaining unit 11, the first obtaining unit 11 being configured to obtain first patient information;
a second obtaining unit 12, the second obtaining unit 12 being configured to obtain a first patient care requirement based on the first patient information;
a third obtaining unit 13, wherein the third obtaining unit 13 is configured to obtain first caregiver information according to the first patient information;
a fourth obtaining unit 14, where the fourth obtaining unit 14 is configured to obtain a first nursing track through an intelligent terminal according to the first caregiver information, where the first caregiver has a first intelligent terminal;
a fifth obtaining unit 15, the fifth obtaining unit 15 being configured to obtain first patient care information according to the first care trajectory;
a sixth obtaining unit 16, where the sixth obtaining unit 16 is configured to input the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information;
a seventh obtaining unit 17, wherein the seventh obtaining unit 17 is configured to obtain first matching degree information according to the first caregiver information and the first patient information;
an eighth obtaining unit 18, wherein the eighth obtaining unit 18 is configured to obtain a first patient care level grade according to the first care evaluation information and the first matching degree information;
the first execution unit 19 is configured to determine whether the first patient care level meets a first predetermined requirement, and when the first patient care level does not meet the first predetermined requirement, obtain first reminding information, where the first reminding information is used to remind that the current care level does not meet the standard and needs to be replaced.
Further, the system further comprises:
a second execution unit for taking the first patient care requirement as first input information;
a third execution unit to take the first patient care information as second input information;
a first input unit, configured to input the first input information and the second input information into a nursing evaluation model, where the nursing evaluation model is obtained by training multiple sets of training data, and each of the multiple sets of training data includes: the first input information, the second input information, and identification information identifying care level assessment information;
a ninth obtaining unit configured to obtain a first output result of the care evaluation model, the first output result including first care evaluation information indicating a degree of correspondence level to which first patient care information satisfies a first patient care requirement.
Further, the system further comprises:
a tenth obtaining unit, configured to obtain a first patient medical record according to the first patient information;
an eleventh obtaining unit, configured to obtain patient condition grade information for the first patient medical record;
a twelfth obtaining unit, configured to obtain the first patient care requirement according to the first patient medical record and the patient condition level information, where the first patient care requirement includes a care item, a care duration, a care environment, and a care specialty.
Further, the system further comprises:
a thirteenth obtaining unit, configured to obtain first intelligent terminal information according to the first caregiver information;
a fourteenth obtaining unit, configured to acquire, through the first intelligent terminal, the working path information of the first caregiver to obtain the first nursing track, where the first nursing track includes location information and duration information.
Further, the system further comprises:
a fifteenth obtaining unit configured to obtain first patient position information based on the first patient information;
a sixteenth obtaining unit, configured to obtain a first care time according to the first care trajectory and the first patient position information;
a seventeenth obtaining unit for obtaining a first care item;
an eighteenth obtaining unit, configured to obtain the first patient care information according to the first care item and the first care time.
Further, the first patient has a patient intelligent terminal, and the system further comprises:
a first determination unit for determining the first patient location information via the first patient intelligent terminal;
a nineteenth obtaining unit, configured to obtain a first signal when the first intelligent terminal of the first caregiver arrives at the first patient location, where the first signal is generated by connection between the first intelligent terminal and the first patient intelligent terminal;
a twentieth obtaining unit for obtaining the first care time according to the first signal.
Further, the critical care management device is connected with the critical care monitoring instrument, and the system further comprises:
a twenty-first obtaining unit, configured to obtain, by an intensive care unit, first monitoring data according to the first patient information, where the first monitoring data is monitoring data at a first time, and the first time is before the first care time;
a twenty-second obtaining unit for obtaining second monitoring data according to the first care time;
a twenty-third obtaining unit, configured to obtain a first data change value according to the first monitoring data and the second monitoring data;
a twenty-fourth obtaining unit, configured to obtain first care effect information according to the first data change value;
a twenty-fifth obtaining unit, configured to obtain the first patient care level grade according to the first care effect information, the first care evaluation information, and the first matching degree information;
a fourth execution unit, configured to determine whether the first patient care level meets the first predetermined requirement, and if not, obtain first adjustment information according to the first care effect information, the first care evaluation information, and the first matching degree information.
Further, the system further comprises:
a twenty-sixth obtaining unit, configured to obtain a first query instruction, where the first query instruction is a query instruction sent by a first patient family member;
a twenty-seventh obtaining unit, configured to obtain the first patient information according to the first query instruction;
a twenty-eighth obtaining unit for obtaining a first care data set including the first patient care level rating, the first care effect information, monitoring data, the first caregiver information according to the first patient information;
a twenty-ninth obtaining unit configured to obtain, according to the first query instruction and the first care data set, a first sending instruction, where the first sending instruction is configured to send the first care data set to a first patient family.
Various modifications and embodiments of the method for increasing the critical care management level in the first embodiment of fig. 1 are also applicable to the system for increasing the critical care management level in the present embodiment, and the implementation of the method for increasing the critical care management level in the present embodiment will be clear to those skilled in the art from the foregoing detailed description of the method for increasing the critical care management level, so for the brevity of the description, detailed description is omitted here.
Exemplary electronic device
The electronic device of the embodiment of the present application is described below with reference to fig. 3.
Fig. 3 illustrates a schematic structural diagram of an electronic device according to an embodiment of the present application.
Based on the inventive concept of a method of increasing a critical care management level as in the previous embodiments, the invention further provides a system for increasing a critical care management level, on which a computer program is stored which, when being executed by a processor, carries out the steps of any one of the methods of a method of increasing a critical care management level as described above.
Where in fig. 3 a bus architecture (represented by bus 300), bus 300 may include any number of interconnected buses and bridges, bus 300 linking together various circuits including one or more processors, represented by processor 302, and memory, represented by memory 304. The bus 300 may also link together various other circuits such as peripherals, voltage regulators, power management circuits, and the like, which are well known in the art, and therefore, will not be described any further herein. A bus interface 306 provides an interface between the bus 300 and the receiver 301 and transmitter 303. The receiver 301 and the transmitter 303 may be the same element, i.e., a transceiver, providing a means for communicating with various other systems over a transmission medium.
The processor 302 is responsible for managing the bus 300 and general processing, and the memory 304 may be used for storing data used by the processor 302 in performing operations.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
the method and the system for improving the intensive care management level are applied to an intensive care management device, wherein the intensive care management device is connected with an intelligent terminal and acquires information of a first patient; obtaining a first patient care requirement based on the first patient information; obtaining first nursing staff information according to the first patient information; according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal; obtaining first patient care information according to the first care track; inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information; obtaining first matching degree information according to the first nursing staff information and the first patient information; obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information; and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced. The effective evaluation to the severe care level has been reached, in time adjust to the nursing that does not satisfy the requirement, in order to improve nursing management level, more effectual for the severe patient improves effectual nursing, and add the accuracy that the neural network model improved the data analysis result, the technological effect who provides powerful support for effectively promoting the severe care management level, thereby the level of having solved severe care among the prior art is difficult to evaluate, rely on nursing staff professional level, there is the uneven level, lack nursing level's supervision and influence nursing effect's technical problem.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create a system for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including an instruction system which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks. While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (10)
1. A method for improving the intensive care management level is applied to an intensive care management device, and the intensive care management device is connected with an intelligent terminal, wherein the method comprises the following steps:
obtaining first patient information;
obtaining a first patient care requirement based on the first patient information;
obtaining first nursing staff information according to the first patient information;
according to the first nursing staff information, a first nursing track is obtained through an intelligent terminal, and the first nursing staff is provided with a first intelligent terminal;
obtaining first patient care information according to the first care track;
inputting the first patient care requirement and the first patient care information into a care evaluation model to obtain first care evaluation information;
obtaining first matching degree information according to the first nursing staff information and the first patient information;
obtaining a first patient care level grade according to the first care evaluation information and the first matching degree information;
and judging whether the first patient care level grade meets a first preset requirement, and when the first patient care level grade does not meet the first preset requirement, obtaining first reminding information, wherein the first reminding information is used for reminding that the current care level does not reach the standard and needs to be replaced.
2. The method of claim 1, wherein said entering the first patient care requirement, the first patient care information into a care assessment model, obtaining first care assessment information, comprises:
receiving a first patient care request as first input information;
taking the first patient care information as second input information;
inputting the first input information and the second input information into a nursing evaluation model, wherein the nursing evaluation model is obtained by training a plurality of groups of training data, and each group of the plurality of groups of training data comprises: the first input information, the second input information, and identification information identifying care level assessment information;
obtaining a first output result of the care evaluation model, the first output result comprising first care evaluation information representing a degree to which first patient care information satisfies a corresponding level of first patient care requirements.
3. The method of claim 1, wherein said obtaining a first patient care requirement based on said first patient information comprises:
obtaining a first patient medical record according to the first patient information;
the first patient medical record is used for acquiring the disease level information of the patient;
and obtaining the first patient nursing requirement according to the first patient medical record and the patient condition grade information, wherein the first patient nursing requirement comprises a nursing item, a nursing time length, a nursing environment and a nursing professional degree.
4. The method of claim 1, wherein the obtaining, by the intelligent terminal, the first care track according to the first caregiver information comprises:
acquiring first intelligent terminal information according to the first nursing staff information;
through the first intelligent terminal, the working path information of the first nursing staff is collected, and the first nursing track is obtained and comprises position information and duration information.
5. The method of claim 4, wherein said obtaining first patient care information from said first care trajectory comprises:
obtaining first patient position information according to the first patient information;
obtaining first nursing time according to the first nursing track and the first patient position information;
obtaining a first care item;
and obtaining the first patient care information according to the first care item and the first care time.
6. The method of claim 5, wherein the first patient has a patient smart terminal, the method comprising:
determining, by the first patient smart terminal, the first patient location information;
when the first intelligent terminal of the first nursing staff arrives at the first patient position, obtaining a first signal, wherein the first signal is generated by connecting the first intelligent terminal with the first patient intelligent terminal;
obtaining the first care time according to the first signal.
7. The method of claim 6, wherein the critical care management device is connected to a critical care monitoring instrument, the method comprising:
according to the first patient information, first monitoring data are obtained through an intensive care monitoring instrument, wherein the first monitoring data are monitoring data at a first time, and the first time is before the first nursing time;
obtaining second monitoring data according to the first nursing time;
obtaining a first data change value according to the first monitoring data and the second monitoring data;
obtaining first nursing effect information according to the first data change value;
obtaining the nursing level grade of the first patient according to the first nursing effect information, the first nursing evaluation information and the first matching degree information;
and judging whether the first patient care level grade meets the first preset requirement, and if not, obtaining first adjustment information according to the first care effect information, the first care evaluation information and the first matching degree information.
8. The method of claim 7, wherein the method comprises:
obtaining a first query instruction, wherein the first query instruction is a query instruction sent by a first patient family member;
obtaining the first patient information according to the first query instruction;
obtaining a first care data set according to the first patient information, wherein the first care data set comprises the first patient care level grade, the first care effect information, monitoring data and the first caregiver information;
obtaining a first sending instruction according to the first query instruction and the first nursing data set, wherein the first sending instruction is used for sending the first nursing data set to a first patient family member.
9. A system for increasing the level of intensive care management, wherein the system comprises:
a first obtaining unit for obtaining first patient information;
a second obtaining unit for obtaining a first patient care requirement according to the first patient information;
a third obtaining unit, configured to obtain first caregiver information according to the first patient information;
a fourth obtaining unit, configured to obtain, according to the first caregiver information, a first nursing track through an intelligent terminal, where the first caregiver has a first intelligent terminal;
a fifth obtaining unit, configured to obtain first patient care information according to the first care trajectory;
a sixth obtaining unit, configured to input the first patient care requirement and the first patient care information into a care evaluation model, and obtain first care evaluation information;
a seventh obtaining unit, configured to obtain first matching degree information according to the first caregiver information and the first patient information;
an eighth obtaining unit, configured to obtain a first patient care level grade according to the first care evaluation information and the first matching degree information;
the first execution unit is used for judging whether the first patient care level grade meets a first preset requirement or not, and when the first patient care level grade does not meet the first preset requirement, first reminding information is obtained and used for reminding that the current care level does not meet the standard and needs to be replaced.
10. A system for increasing the level of intensive care management comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the method of any of claims 1-8 when executing the program.
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