CN114882984A - Operating room postoperative care information analysis management scheduling integration intelligent platform - Google Patents
Operating room postoperative care information analysis management scheduling integration intelligent platform Download PDFInfo
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Abstract
The invention discloses an operating room postoperative care information analysis, management and scheduling integrated intelligent platform, which belongs to the technical field of postoperative care and comprises a shell and a face cover, wherein the surface of the shell is provided with the face cover, a man-machine interaction display screen is embedded on the face cover, the side end face of the shell is provided with a data transmission interface, a charging interface and a heat dissipation interface, the data transmission interface is arranged on one side of the charging interface in parallel, and the other side of the charging interface is provided with the heat dissipation interface. In order to solve the problems that most of medical staff check patients at fixed time and fixed point, and the postoperative care is not convenient and fast due to the lack of a corresponding integrated intelligent platform for analyzing, managing and scheduling the postoperative care, the nursing efficiency is reduced, and the nursing burden of the medical staff is increased, the operating room postoperative care information analyzing, managing and scheduling integrated intelligent platform can timely solve the problems of postoperative patients, relieve the worry of the patients, improve the nursing efficiency, relieve the nursing burden of the medical staff, and enable the postoperative care to be more convenient.
Description
Technical Field
The invention relates to the technical field of postoperative care, in particular to an operating room postoperative care information analysis, management and scheduling integrated intelligent platform.
Background
At present, the nursing work of a postoperative patient is mostly the checking of medical staff to the fixed point of the patient at regular time, and the corresponding integrated intelligent platform is lacked to carry out analysis management scheduling on the postoperative nursing of the patient, so that the postoperative nursing is inconvenient, the nursing efficiency is reduced, and the nursing burden of the medical staff is increased.
Disclosure of Invention
The invention aims to provide an operating room post-operation nursing information analysis, management and scheduling integrated intelligent platform, which can timely solve the problems of post-operation patients, relieve the worry of patients, improve the nursing efficiency, relieve the nursing burden of medical staff and enable post-operation nursing to be more convenient and fast, so as to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme:
nursing information analysis management dispatch integration intelligent platform after operating room operation, including casing and face lid, the surface of casing is provided with the face lid, the face is covered and is inlayed the human-computer interaction display screen, the side end face of casing is provided with the data transmission interface, the interface and the thermovent charge, the data transmission interface is arranged side by side in the one side of the interface that charges, the opposite side of the interface that charges is provided with the thermovent.
Further, the inboard of casing is provided with information acquisition module, information processing module and intelligent management and control module, and wherein information acquisition module carries out data interaction through wireless network and information processing module, information processing module carries out information transmission through wireless network and intelligent management and control module, and it carries out following operation:
the information acquisition module acquires postoperative information of a patient after an operation in an operating room in real time, wherein the postoperative information acquisition mode comprises that a patient after the operation inputs postoperative information to an integrated intelligent platform in a voice mode or manually inputs the postoperative information on a man-machine interaction display screen, and accordingly after the postoperative information is input, the information acquisition module is used for acquiring the postoperative information input by the patient in real time and transmitting the acquired postoperative information to the information processing module;
the information processing module receives the postoperative information transmitted by the information acquisition module, correspondingly processes the received postoperative information by utilizing the information processing module, extracts useful and key postoperative information from a large amount of received data information, analyzes the extracted key information, and transmits an analysis result to the intelligent management and control module;
the intelligent control module receives the analysis result transmitted by the information processing module, and according to different analysis results, the intelligent control module works out different intelligent control strategies and uniformly performs scheduling distribution.
Further, the information acquisition module acquires postoperative information of a postoperative patient, which performs the following operations:
the method comprises the steps that a postoperative patient logs in an integrated intelligent platform, wherein the postoperative patient logs in modes including but not limited to patient identity card login, patient information code scanning login or patient registration number login, the postoperative patient logs in any one mode, the postoperative patient is authenticated through an identity authentication unit, and different response strategies are executed according to the patient identity authentication result;
if the identity authentication of the patient fails, the identity authentication unit transmits an instruction to the voice broadcasting unit, the voice broadcasting unit carries out voice broadcasting to prompt that the login of the patient fails after the operation, and the patient is required to log in again until the login of the patient succeeds after the operation;
the patient authentication succeeds, then the authentication unit transmits an instruction to the post-operation explanation unit, at the moment, the integrated intelligent platform jumps to a post-operation explanation window, and the post-operation information is explained in detail in the post-operation explanation window by the post-operation patient.
Further, the post-operative patient elaborates post-operative information, performing the following operations:
after the integrated intelligent platform jumps to a post-operation explanation window, the post-operation patient selects different explanation modes to explain post-operation information according to the actual situation of the post-operation patient;
aiming at the situation of inputting postoperative information by voice, a postoperative patient inputs the postoperative information by voice towards an postoperative explanation window, and after the voice is input, the voice input by the postoperative patient is recognized by a voice recognition unit and converted into a text format to be stored in the postoperative explanation window;
aiming at the situation of manually inputting postoperative information, a postoperative patient manually inputs the postoperative information on a man-machine interaction display screen, and the manually input postoperative information is stored in a postoperative explanation window;
after the postoperative information is generated in the postoperative explanation window, the postoperative information submission button is clicked, and the input postoperative information is collected by the information collection module and then transmitted to the information processing module.
Further, the information processing module processes the post-operation information and performs the following operations:
the information extraction unit extracts useful and key postoperative information from the received postoperative information and transmits the extracted postoperative information to the information analysis unit;
the information analysis unit receives the postoperative information transmitted by the information extraction unit, analyzes the received postoperative information through the information analysis unit, and analyzes the postoperative information in detail according to different types of information stored in the information storage unit when analyzing the postoperative information, so that an analysis result is determined, and the analysis result is fed back to the intelligent management and control module.
Further, when the intelligent management and control module performs intelligent management and control, the following operations are performed:
determining an analysis result according to the postoperative information, and according to different analysis results, making different intelligent control strategies by an intelligent control module for unified scheduling and distribution;
aiming at the condition that postoperative information stated by a patient does not need a doctor to ask for a doctor, the intelligent management and control module transmits an instruction to the nursing guidance unit, corresponding nursing guidance is provided for the postoperative patient through the nursing guidance unit, and a specific guidance strategy and a solution are presented on the integrated intelligent platform;
aiming at the condition that postoperative information stated by a patient needs doctor visit, the intelligent control module transmits an instruction to the management control unit, the corresponding consulting room and the doctor information corresponding to the consulting room are controlled by the management control unit and displayed on the integrated intelligent platform, a postoperative patient selects according to the displayed corresponding consulting room and doctor information, and the doctor visits correspondingly after selection and determination.
Furthermore, after the patient after the operation selects the corresponding information of the consulting room and the doctor, the integrated intelligent platform transmits an instruction to the commanding and scheduling module, the commanding and scheduling module commands and schedules the corresponding consulting room and the doctor, and after the doctor in the consulting room receives the commanding and scheduling information, the doctor goes to the corresponding nursing department of the patient after the operation to correspondingly ask for a diagnosis.
Further, the command scheduling module performs the following operations:
after the patient selects corresponding consulting room and doctor information after the operation, the command scheduling module is responded, the contact way of the corresponding doctor is called, the doctor is remotely contacted on line, the postoperative information of the patient after the operation is synchronously transmitted while the doctor is contacted, and the doctor goes to ask for a doctor immediately after receiving an instruction.
Further, analyzing the received postoperative information by an information analysis unit, comprising:
acquiring the post-operation information, performing semantic analysis on the post-operation information, and splitting the post-operation information into a plurality of character strings;
converting each character in each character string into a word vector to generate a word vector sequence corresponding to the character string;
analyzing the current vector modular length of each word vector sequence, and extracting a first target word vector sequence of which the current vector modular length is consistent with a preset first vector modular length;
simultaneously extracting a second target word vector sequence with the current vector modulo length consistent with a preset second vector modulo length;
analyzing a first target word vector sequence in the first target word vector sequence to obtain name information of the patient, analyzing a second target word vector sequence in the second target word vector sequence to obtain age and sex information of the patient, and analyzing the residual third target word vector sequence to obtain the current physical condition of the patient;
inquiring medical record information of the patient by using an information acquisition module based on the name information;
modeling according to the medical record information and the current physical condition to generate a postoperative body model of the patient;
meanwhile, modeling is carried out according to the age and sex information to generate a standard body model;
comparing the postoperative body model with a standard body model to obtain a comparison result;
marking the patient positions of the patient on the postoperative body model according to the comparison result, and acquiring the patient degree corresponding to each patient position;
extracting target patient positions corresponding to the operation from all patient positions, and analyzing the recovery time length required for the patient to recover to preset physical strength according to the target patient degrees corresponding to the target patient positions;
generating a duration adjustment parameter according to the remaining patient degree corresponding to the remaining patient position, correcting the recovery duration by using the duration adjustment parameter, and analyzing the rest duration of the patient;
and acquiring a nursing mode of the position of the target patient, analyzing a nursing process executed on the patient in each preset time period by combining the rest time period, generating an analysis result, and feeding the analysis result back to the intelligent management and control module.
Further, the step of synchronously transmitting the postoperative information of the postoperative patient comprises:
acquiring network node information of a terminal where a doctor is located;
determining a unit data transmission guarantee energy value and a data transmission capacity value of the network node according to the network node information;
evaluating a transmission energy required for data of post-operative information of the post-operative patient;
transmitting the data of the postoperative information of the postoperative patient to a terminal where the doctor is located by using the transmission energy, and determining redundant energy and chaotic data of the postoperative information of the postoperative patient according to a transmission result;
calculating a network node data transmission stability index of a terminal where a doctor is located according to the redundant energy and the chaotic data and the unit data transmission guarantee energy value and the data transmission capacity value of the network node:
wherein the content of the first and second substances,
expressed as an index of data transmission stability of a network node of a terminal where a doctor is located, Y is expressed as a control parameter, K is expressed as a unit data transmission guaranteed value of the network node, v is expressed as a data transmission capability value of the network node, Q is expressed as transmission energy required by data of postoperative information of a postoperative patient,
redundant energy represented as data that transmits postoperative information of a postoperative patient,
expressed as a first amount of data corresponding to the chaotic data,
a second data volume corresponding to data representing postoperative information of a postoperative patient,
the network service rate of the network node representing the terminal where the doctor is located,
expressed as the fluctuation rate of the network node;
setting target data transmission quantity in unit time according to the data transmission stability index of the network node of the terminal where the doctor is located:
wherein the content of the first and second substances,
expressed as a target amount of data transfer per unit time,
expressed as a preset maximum data transfer amount per unit time,
expressed as a natural logarithm of the number of bits,
the interference signal strength corresponding to the data transmission stability index of the network node of the terminal where the doctor is located is shown,
denoted as data reception frequency adjustment parameter of the network node,
expressed as a coefficient of proportionality,
expressed as the maximum data reception frequency of the network node;
and synchronously transmitting postoperative information of the postoperative patient through the target data transmission quantity in the unit time.
Compared with the prior art, the invention has the beneficial effects that:
1. the invention discloses an integrated intelligent platform for analyzing, managing and scheduling postoperative care information in an operating room, which comprises an information acquisition module, an information processing module, a data processing module and a data processing module, wherein the information acquisition module acquires postoperative information of a patient after the operation in the operating room in real time, authenticates the identity of the patient, correspondingly inputs the postoperative information of the patient after the operation according to the situation after the operation, acquires the input postoperative information in real time by using the information acquisition module after correspondingly inputting the postoperative information, transmits the acquired postoperative information to the information processing module, receives the postoperative information transmitted by the information acquisition module by using the information processing module, correspondingly processes the received postoperative information by using the information processing module, firstly extracts useful and key postoperative information from a large amount of received data information, analyzes the extracted key information and refers to different types of information for detailed analysis, and then determining an analysis result, feeding the analysis result back to the intelligent control module, and making different intelligent control strategies by the intelligent control module according to different analysis results to carry out unified scheduling and distribution.
2. According to the operating room postoperative care information analysis, management and scheduling integrated intelligent platform, the integrated intelligent platform transmits instructions to the command and scheduling module, the command and scheduling module is used for commanding and scheduling corresponding consulting rooms and doctors, and after receiving the command and scheduling information, the doctors in the corresponding consulting rooms go to the nursing department of the postoperative patient to correspondingly ask for a doctor, so that the problems of the postoperative patient can be solved in time, the worry of the patient is relieved, the nursing efficiency is improved, the nursing burden of medical staff is relieved, and the postoperative care is more convenient.
Drawings
FIG. 1 is a schematic diagram of an integrated intelligent platform of the present invention;
FIG. 2 is a schematic diagram of the integrated intelligent platform of the present invention;
FIG. 3 is a block diagram of the integrated intelligent platform of the present invention;
FIG. 4 is a flow chart of the integrated intelligent platform analysis management scheduling of the present invention;
FIG. 5 is a flow chart of an algorithm for post-operative information collection in accordance with the present invention.
In the figure: 1. a housing; 2. a face cover; 3. a human-computer interaction display screen; 4. a data transmission interface; 5. a charging interface; 6. and a heat dissipation port.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example one
Referring to fig. 1-2, nursing information analysis management dispatch integration intelligent platform after operation of operating room, including casing 1 and face lid 2, the surface of casing 1 is provided with face lid 2, has inlayed human-computer interaction display screen 3 on the face lid 2, can realize the intelligent interaction between postoperative patient and the integration intelligent platform through human-computer interaction display screen 3, makes postoperative care more convenient.
The side end face of the shell 1 is provided with a data transmission interface 4, a charging interface 5 and a heat dissipation interface 6, the data transmission interface 4 is arranged on one side of the charging interface 5 side by side, and the heat dissipation interface 6 is arranged on the other side of the charging interface 5.
Can realize the convenient transmission of data through data transmission interface 4, can provide the electric energy for integration intelligent platform through interface 5 that charges, guarantee integration intelligent platform normal operating, can dispel the heat to integration intelligent platform through thermovent 6, make the inside heat of integration intelligent platform give off fast, avoid damaging integration intelligent platform.
Referring to fig. 3 to 4, it should be noted that the inner side of the casing 1 is provided with an information acquisition module, an information processing module and an intelligent management and control module, and the steps of data transmission interaction among the information acquisition module, the information processing module and the intelligent management and control module are as follows:
s10: the information acquisition module acquires postoperative information of a patient after an operation in an operating room in real time, a patient after the operation correspondingly inputs the postoperative information on the integrated intelligent platform according to the situation after the operation, and the information acquisition module is used for acquiring the input postoperative information in real time and transmitting the acquired postoperative information to the information processing module;
s20: the information processing module receives the postoperative information transmitted by the information acquisition module, performs corresponding information processing on the received postoperative information by using the information processing module, extracts useful and key postoperative information from a large amount of received data information, analyzes the extracted key information, and transmits an analysis result to the intelligent management and control module;
s30: the intelligent control module receives the analysis result transmitted by the information processing module, and according to different analysis results, the intelligent control module works out different intelligent control strategies and uniformly performs scheduling distribution.
Example two
Referring to fig. 5, the step of the information acquisition module acquiring postoperative information of the postoperative patient is as follows:
s101: the method comprises the steps that a postoperative patient logs in an integrated intelligent platform, wherein the postoperative patient logs in modes including but not limited to patient identity card login, patient information code scanning login or patient registration number login, the postoperative patient logs in any one mode, the postoperative patient is authenticated through an identity authentication unit, and different response strategies are executed according to the patient identity authentication result;
it should be noted that, the manner of registering the patient id card is as follows: after operation, the patient manually inputs the identity card number of the patient after operation on the integrated intelligent platform, and the identity of the patient is authenticated through the identity card number;
the code scanning and logging mode of the patient information is as follows: after surgery, the patient holds the medical record table to correspondingly scan at a code scanning port on the integrated intelligent platform, and the identity of the patient is authenticated through the scanning port;
the registration mode of the patient registration number is as follows: after surgery, the patient inputs a corresponding registration number at a login port on the integrated intelligent platform, and the identity of the patient is authenticated through the registration number.
S102: if the identity authentication of the patient fails, the identity authentication unit transmits an instruction to the voice broadcasting unit, the voice broadcasting unit carries out voice broadcasting to prompt that the login of the patient fails after the operation, and the patient is required to log in again until the login of the patient succeeds after the operation;
s103: the patient authentication succeeds, then the authentication unit transmits an instruction to the post-operation explanation unit, at the moment, the integrated intelligent platform jumps to a post-operation explanation window, and the post-operation information is explained in detail in the post-operation explanation window by the post-operation patient.
The identity of the postoperative patient is authenticated through the identity authentication unit, so that each patient has identification, and the patient information can be conveniently and timely known.
It should be noted that, after the integrated intelligent platform jumps to the post-operative explanation window, the post-operative patient selects different explanation modes to explain the post-operative information according to the actual situation of the post-operative patient, wherein the step of explaining the post-operative information by the post-operative patient is as follows:
s1031: aiming at the situation of inputting postoperative information by voice, a postoperative patient inputs the postoperative information by voice towards an postoperative explanation window, and after the voice is input, the voice input by the postoperative patient is recognized by a voice recognition unit and converted into a text format to be stored in the postoperative explanation window;
s1032: aiming at the situation of manually inputting postoperative information, a postoperative patient manually inputs the postoperative information on the man-machine interaction display screen 3 and stores the manually input postoperative information in a postoperative explanation window;
s1033: after the postoperative information is generated in the postoperative explanation window, the postoperative information submission button is clicked, and the input postoperative information is collected by the information collection module and then transmitted to the information processing module.
The information processing module processes the postoperative information and comprises the following steps:
s201: the information extraction unit extracts useful and key postoperative information from the received postoperative information and transmits the extracted postoperative information to the information analysis unit;
s202: the information analysis unit receives the postoperative information transmitted by the information extraction unit, analyzes the received postoperative information through the information analysis unit, and when the postoperative information is analyzed, the information analysis unit analyzes in detail according to different types of information stored in the information storage unit, so that an analysis result is determined, and the analysis result is fed back to the intelligent management and control module.
Determining an analysis result according to the postoperative information, and according to different analysis results, making different intelligent control strategies by an intelligent control module for unified scheduling and distribution, wherein the intelligent control module performs intelligent control in the following steps;
s301: aiming at the condition that postoperative information stated by a patient does not need a doctor to ask for a doctor, the intelligent management and control module transmits an instruction to the nursing guidance unit, corresponding nursing guidance is provided for the postoperative patient through the nursing guidance unit, and a specific guidance strategy and a solution are presented on the integrated intelligent platform;
the condition that a doctor asks for a diagnosis before the doctor is not needed, the problem of the patient after the operation can be solved through a nursing guiding method, the nursing efficiency can be improved, and the nursing burden of medical staff is reduced.
S302: aiming at the condition that postoperative information stated by a patient needs doctor visit, the intelligent control module transmits an instruction to the management control unit, the corresponding consulting room and the doctor information corresponding to the consulting room are controlled by the management control unit and displayed on the integrated intelligent platform, a postoperative patient selects according to the displayed corresponding consulting room and doctor information, and the doctor visits correspondingly after selection and determination.
The condition that the doctor needs to ask for a diagnosis before the doctor, the postoperative patient selects according to the presented corresponding consulting room and doctor information, and after the selection is determined, the doctor asks for a diagnosis before the doctor correspondingly, so that the problems of the postoperative patient can be solved in time, and the worry of the patient is relieved.
After a patient after an operation selects corresponding information of a consulting room and a doctor, the integrated intelligent platform transmits an instruction to the command scheduling module, the command scheduling module carries out command scheduling on the corresponding consulting room and the doctor, and after the doctor in the consulting room receives the command scheduling information, the doctor goes to a corresponding nursing department of the patient after the operation to correspondingly ask for a doctor.
After the patient selects corresponding consulting room and doctor information after the operation, the command scheduling module responds to call out the contact way of the corresponding doctor, and remotely contacts the doctor on line, synchronously transmits the postoperative information of the patient after the operation while contacting the doctor, and the doctor goes to inquiry immediately after receiving the instruction.
EXAMPLE III
Analyzing the received postoperative information by an information analysis unit, including:
acquiring the post-operation information, performing semantic analysis on the post-operation information, and splitting the post-operation information into a plurality of character strings;
converting each character in each character string into a word vector to generate a word vector sequence corresponding to the character string;
analyzing the current vector modular length of each word vector sequence, and extracting a first target word vector sequence of which the current vector modular length is consistent with a preset first vector modular length;
simultaneously extracting a second target word vector sequence with the current vector modulo length consistent with a preset second vector modulo length;
analyzing a first target word vector sequence in the first target word vector sequence to obtain name information of the patient, analyzing a second target word vector sequence in the second target word vector sequence to obtain age and sex information of the patient, and analyzing the residual third target word vector sequence to obtain the current physical condition of the patient;
inquiring medical record information of the patient by using an information acquisition module based on the name information;
modeling according to the medical record information and the current physical condition to generate a postoperative body model of the patient;
meanwhile, modeling is carried out according to the age and sex information to generate a standard body model;
comparing the postoperative body model with a standard body model to obtain a comparison result;
marking the patient positions of the patient on the postoperative body model according to the comparison result, and acquiring the patient degree corresponding to each patient position;
extracting target patient positions corresponding to the operation from all patient positions, and analyzing the recovery time length required for the patient to recover to preset physical strength according to the target patient degrees corresponding to the target patient positions;
generating a duration adjustment parameter according to the remaining patient degree corresponding to the remaining patient position, correcting the recovery duration by using the duration adjustment parameter, and analyzing the rest duration of the patient;
and acquiring a nursing mode of the position of the target patient, analyzing a nursing process executed on the patient in each preset time period by combining the rest time period, generating an analysis result, and feeding the analysis result back to the intelligent management and control module.
In this example, semantic analysis represents the process of converting non-written characters in the post-operative information into written characters and adjusting semantics;
in this example, the word vector representation represents the word using a computer-recognizable vector or matrix;
in this example, the word vector sequence represents the collection of all word vectors in a word;
in this example, the patient position means all the positions on the patient's body where the pain occurs;
in this example, the degree of illness represents the level of illness at the location of the illness;
in this example, the recovery duration represents the duration required for the patient to self-heal the target patient location;
in this example, the duration adjustment parameter represents an adjustment parameter generated according to the degree of influence of the positions of other patients on the patient's recovery;
in this example, the length of the fostering period indicates the length of time required for the patient to return to the preset physical strength.
The working principle of the technical scheme is as follows: obtaining postoperative information for semantic analysis, splitting the postoperative information into a plurality of character strings to generate corresponding word vector sequences, analyzing name information of a patient and the current physical condition of the patient, inquiring medical record information of the patient in an information acquisition module by utilizing the name information, modeling according to the medical record information and the current physical condition to generate a postoperative body model of the patient, marking the patient position and the patient degree of the patient, analyzing the recovery time required by the patient to recover to preset physical strength according to the target patient degree corresponding to the target patient position of the patient in the current operation, generating time length adjustment parameters according to the residual patient degree corresponding to the residual patient position, analyzing the maintenance time length of the patient, obtaining the nursing mode of the target patient position, analyzing the nursing process executed on the patient in each preset time length section by combining the maintenance time length, and generating an analysis result, and feeding the analysis result back to the intelligent management and control module.
The beneficial effects of the above technical scheme are that: because the health of patient's postoperative is very weak, need carry out high-quality nursing in the short time and reach and resume physical power, then every patient's health is all inequality, and different operations have different nursing modes, for giving the high-quality nursing of patient, earlier carry out the analysis to postoperative information before nursing, generate a postoperative health model, then through analysis patient's disease position and disease degree, it is long when confirming patient's fostering, and the nursing process, feed back the analysis result to intelligent management module at last, do the basis for subsequent nursing work, help the patient to resume health early.
To sum up, the present invention provides an integrated intelligent platform for analyzing, managing and scheduling postoperative care information in an operating room, wherein an information collection module collects postoperative information of a patient after an operation in the operating room in real time, authenticates the identity of the patient, after the authentication is successful, the patient after the operation correspondingly inputs the postoperative information on the integrated intelligent platform according to the situation after the operation, and after the postoperative information is input correspondingly, the information collection module collects the postoperative information input by the information collection module in real time and transmits the collected postoperative information to an information processing module, the information processing module receives the postoperative information transmitted by the information collection module, and correspondingly processes the received postoperative information by the information processing module, at first, useful and key postoperative information is extracted from a large amount of received data information, the extracted key information is analyzed, and the detailed analysis is performed according to different types of information, and then confirm the analysis result, and feed back the analysis result to the intelligent management and control module, according to different analysis results, the intelligent management and control module makes different intelligent management and control strategies, carry on scheduling and distribution unitedly, the integrated intelligent platform transmits the order to the command scheduling module, carry on the command scheduling to consulting room and doctor correspondingly through the command scheduling module, after doctor receives the command scheduling information correspondingly, go to patient's nursing department after the operation and ask for the diagnosis correspondingly, can solve the problem that the patient exists after the operation in time, lighten the patient's worry, can raise the nursing efficiency, lighten the nursing burden of the medical staff, make the postoperative nursing more convenient.
In one embodiment, the step of synchronously transmitting post-operative information of the post-operative patient comprises:
acquiring network node information of a terminal where a doctor is located;
determining a unit data transmission guarantee energy value and a data transmission capacity value of the network node according to the network node information;
evaluating a transmission energy required for data of post-operative information of the post-operative patient;
transmitting the data of the postoperative information of the postoperative patient to a terminal where the doctor is located by using the transmission energy, and determining redundant energy and chaotic data of the postoperative information of the postoperative patient according to a transmission result;
calculating a network node data transmission stability index of a terminal where a doctor is located according to the redundant energy and the chaotic data and the unit data transmission guarantee energy value and the data transmission capacity value of the network node:
wherein the content of the first and second substances,
expressed as an index of data transmission stability of a network node of a terminal where a doctor is located, Y is expressed as a control parameter, K is expressed as a unit data transmission guaranteed value of the network node, v is expressed as a data transmission capability value of the network node, Q is expressed as transmission energy required by data of postoperative information of a postoperative patient,
redundant energy represented as data that transmits postoperative information of a postoperative patient,
expressed as a first amount of data corresponding to the chaotic data,
a second data volume corresponding to data representing postoperative information of a postoperative patient,
the network service rate of the network node representing the terminal where the doctor is located,
expressed as the fluctuation rate of the network node;
setting target data transmission quantity in unit time according to the data transmission stability index of the network node of the terminal where the doctor is located:
wherein, the first and the second end of the pipe are connected with each other,
expressed as a target amount of data transfer per unit time,
expressed as a preset maximum data transfer amount per unit time,
expressed as a natural logarithm of the number of bits,
the interference signal strength corresponding to the data transmission stability index of the network node of the terminal where the doctor is located is shown,
denoted as data reception frequency adjustment parameter of the network node,
expressed as a coefficient of proportionality,
expressed as the maximum data reception frequency of the network node;
and synchronously transmitting postoperative information of the postoperative patient through the target data transmission quantity in the unit time.
The beneficial effects of the above technical scheme are: the data transmission stability of the terminal where the doctor is located can be accurately evaluated by calculating the data transmission stability index of the network node of the terminal where the doctor is located, and then the data transmission stability can be selectively adjusted in receiving frequency, so that postoperative information can be stably and completely received, the stability and the practicability are improved, further, the optimal data transmission quantity can be accurately calculated by calculating the target data transmission quantity in unit time aiming at the data receiving parameters of the network node, and therefore the network node can further be ensured to completely receive postoperative information data, and the stability and the data receiving efficiency are further improved.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be able to cover the technical solutions and the inventive concepts of the present invention within the technical scope of the present invention.
Claims (9)
1. An operating room post-operation nursing information analysis, management and scheduling integrated intelligent platform comprises a shell (1) and a face cover (2), and is characterized in that the face cover (2) is arranged on the surface of the shell (1), a man-machine interaction display screen (3) is embedded on the face cover (2), a data transmission interface (4), a charging interface (5) and a heat dissipation interface (6) are arranged on the side end face of the shell (1), the data transmission interfaces (4) are arranged on one side of the charging interface (5) side by side, the heat dissipation interface (6) is arranged on the other side of the charging interface (5), an information acquisition module, an information processing module and an intelligent control module are arranged on the inner side of the shell (1), wherein the information acquisition module performs data interaction with the information processing module through a wireless network, and the information processing module performs information transmission with the intelligent control module through the wireless network, it performs the following operations:
the information acquisition module acquires postoperative information of a patient after an operation in an operating room in real time, wherein the postoperative information is acquired in a mode that a patient after the operation faces an integrated intelligent platform to input postoperative information in a voice mode or manually input the postoperative information on a man-machine interaction display screen (3), and accordingly after the postoperative information is input, the information acquisition module is used for acquiring the postoperative information input by the patient in real time and transmitting the acquired postoperative information to the information processing module;
the information processing module receives the postoperative information transmitted by the information acquisition module, correspondingly processes the received postoperative information by utilizing the information processing module, extracts useful and key postoperative information from a large amount of received data information, analyzes the extracted key information, and transmits an analysis result to the intelligent management and control module;
the intelligent control module receives the analysis result transmitted by the information processing module, and according to different analysis results, the intelligent control module works out different intelligent control strategies and uniformly performs scheduling distribution.
2. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 1, wherein the information acquisition module acquires post-operative information of a post-operative patient, and performs the following operations:
the method comprises the steps that a postoperative patient logs in an integrated intelligent platform, wherein the postoperative patient logs in modes including but not limited to patient identity card login, patient information code scanning login or patient registration number login, the postoperative patient logs in any one mode, the postoperative patient is authenticated through an identity authentication unit, and different response strategies are executed according to the patient identity authentication result;
if the identity authentication of the patient fails, the identity authentication unit transmits an instruction to the voice broadcasting unit, the voice broadcasting unit carries out voice broadcasting to prompt that the login of the patient fails after the operation, and the patient is required to log in again until the login of the patient succeeds after the operation;
the patient authentication succeeds, then the authentication unit explains unit transmission instruction to the postoperative, and integration intelligent platform skips to the postoperative and explains the window this moment, and the postoperative information is explained at postoperative explanation window to the postoperative patient.
3. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 2, wherein the post-operative patient elaborates post-operative information, performing the following operations:
after the integrated intelligent platform jumps to a post-operation explanation window, the post-operation patient selects different explanation modes to explain post-operation information according to the actual situation of the post-operation patient;
aiming at the situation of inputting postoperative information by voice, a postoperative patient inputs the postoperative information by voice towards an postoperative explanation window, and after the voice is input, the voice input by the postoperative patient is recognized by a voice recognition unit and converted into a text format to be stored in the postoperative explanation window;
aiming at the situation of manually inputting postoperative information, a postoperative patient manually inputs the postoperative information on a man-machine interaction display screen (3), and the manually input postoperative information is stored in a postoperative explanation window;
after the postoperative information is generated in the postoperative explanation window, the postoperative information submission button is clicked, and the input postoperative information is collected by the information collection module and then transmitted to the information processing module.
4. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 1, wherein the information processing module processes post-operative information and performs the following operations:
the information extraction unit extracts useful and key postoperative information from the received postoperative information and transmits the extracted postoperative information to the information analysis unit;
the information analysis unit receives the postoperative information transmitted by the information extraction unit, analyzes the received postoperative information through the information analysis unit, and analyzes the postoperative information in detail according to different types of information stored in the information storage unit when analyzing the postoperative information, so that an analysis result is determined, and the analysis result is fed back to the intelligent management and control module.
5. The operating room post-operative nursing information analysis, management and scheduling integrated intelligent platform according to claim 4, wherein when the intelligent management and control module performs intelligent management and control, the following operations are performed:
determining an analysis result according to the postoperative information, and according to different analysis results, making different intelligent control strategies by an intelligent control module for unified scheduling and distribution;
aiming at the condition that postoperative information stated by a patient does not need a doctor to ask for a doctor, the intelligent management and control module transmits an instruction to the nursing guidance unit, corresponding nursing guidance is provided for the postoperative patient through the nursing guidance unit, and a specific guidance strategy and a solution are presented on the integrated intelligent platform;
aiming at the condition that postoperative information stated by a patient needs doctor visit, the intelligent control module transmits an instruction to the management control unit, the corresponding consulting room and the doctor information corresponding to the consulting room are controlled by the management control unit and displayed on the integrated intelligent platform, a postoperative patient selects according to the displayed corresponding consulting room and doctor information, and the doctor visits correspondingly after selection and determination.
6. The integrated intelligent platform for analyzing, managing and scheduling post-operative care information of an operating room of claim 5, wherein after the post-operative patient selects the corresponding office and doctor information, the integrated intelligent platform transmits a command to the command and scheduling module, the command and scheduling module commands and schedules the corresponding office and doctor, and after the command and scheduling information is received by the doctor in the corresponding office, the doctor in the corresponding office goes to the corresponding post-operative patient nursing department for corresponding inquiry.
7. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 6, wherein the command and scheduling module performs the following operations:
after the patient selects corresponding consulting room and doctor information after the operation, the command scheduling module is responded, the contact way of the corresponding doctor is called, the doctor is remotely contacted on line, the postoperative information of the patient after the operation is synchronously transmitted while the doctor is contacted, and the doctor goes to ask for a doctor immediately after receiving an instruction.
8. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 4, wherein the analyzing the received post-operative information by an information analyzing unit comprises:
acquiring the post-operation information, performing semantic analysis on the post-operation information, and splitting the post-operation information into a plurality of character strings;
converting each character in each character string into a word vector to generate a word vector sequence corresponding to the character string;
analyzing the current vector modular length of each word vector sequence, and extracting a first target word vector sequence of which the current vector modular length is consistent with a preset first vector modular length;
simultaneously extracting a second target word vector sequence with the current vector modulo length consistent with a preset second vector modulo length;
analyzing a first target word vector sequence in the first target word vector sequence to obtain name information of the patient, analyzing a second target word vector sequence in the second target word vector sequence to obtain age and sex information of the patient, and analyzing the residual third target word vector sequence to obtain the current physical condition of the patient;
inquiring medical record information of the patient by using an information acquisition module based on the name information;
modeling according to the medical record information and the current physical condition to generate a postoperative body model of the patient;
meanwhile, modeling is carried out according to the age and sex information to generate a standard body model;
comparing the postoperative body model with a standard body model to obtain a comparison result;
marking the patient positions of the patient on the postoperative body model according to the comparison result, and acquiring the patient degree corresponding to each patient position;
extracting target patient positions corresponding to the operation from all patient positions, and analyzing the recovery time length required for the patient to recover to preset physical strength according to the target patient degrees corresponding to the target patient positions;
generating a duration adjustment parameter according to the remaining patient degree corresponding to the remaining patient position, correcting the recovery duration by using the duration adjustment parameter, and analyzing the rest duration of the patient;
and acquiring a nursing mode of the position of the target patient, analyzing a nursing process executed on the patient in each preset time period by combining the rest time period, generating an analysis result, and feeding the analysis result back to the intelligent management and control module.
9. The operating room post-operative care information analysis, management and scheduling integrated intelligent platform of claim 7, wherein the step of synchronously transmitting post-operative information of post-operative patients comprises:
acquiring network node information of a terminal where a doctor is located;
determining a unit data transmission guarantee energy value and a data transmission capacity value of the network node according to the network node information;
evaluating a transmission energy required for data of post-operative information of the post-operative patient;
transmitting the data of the postoperative information of the postoperative patient to a terminal where the doctor is located by using the transmission energy, and determining redundant energy and chaotic data of the postoperative information of the postoperative patient according to a transmission result;
calculating a network node data transmission stability index of a terminal where a doctor is located according to the redundant energy and the chaotic data and the unit data transmission guarantee energy value and the data transmission capacity value of the network node:
wherein the content of the first and second substances,
expressed as an index of data transmission stability of a network node of a terminal where a doctor is located, Y is expressed as a control parameter, K is expressed as a unit data transmission guaranteed value of the network node, v is expressed as a data transmission capability value of the network node, Q is expressed as transmission energy required by data of postoperative information of a postoperative patient,
redundant energy represented as data that transmits postoperative information of a postoperative patient,
expressed as a first amount of data corresponding to the chaotic data,
a second data volume corresponding to data representing postoperative information of a postoperative patient,
the network service rate of the network node representing the terminal where the doctor is located,
expressed as the fluctuation rate of the network node;
setting target data transmission quantity in unit time according to the data transmission stability index of the network node of the terminal where the doctor is located:
wherein the content of the first and second substances,
expressed as a target amount of data transfer per unit time,
expressed as a preset maximum data transfer amount per unit time,
expressed as a natural logarithm of the number of bits,
the interference signal strength corresponding to the data transmission stability index of the network node of the terminal where the doctor is located is shown,
denoted as data reception frequency adjustment parameter of the network node,
expressed as a coefficient of proportionality,
expressed as the maximum data reception frequency of the network nodeRate;
and synchronously transmitting postoperative information of the postoperative patient through the target data transmission quantity in the unit time.
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