CN112842269A - Postoperative activity system and method for negative pressure ball wearer - Google Patents
Postoperative activity system and method for negative pressure ball wearer Download PDFInfo
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- CN112842269A CN112842269A CN202110012714.4A CN202110012714A CN112842269A CN 112842269 A CN112842269 A CN 112842269A CN 202110012714 A CN202110012714 A CN 202110012714A CN 112842269 A CN112842269 A CN 112842269A
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Abstract
The invention discloses a system and a method for postoperative activity of a negative pressure ball wearer, which are used for obtaining the operation information of the wearer; obtaining standard negative pressure ball use state information according to operation information, and taking the standard negative pressure ball use state information as first input data; obtaining first activity information of a wearer and taking the first activity information as second input data; inputting the first input data and the second input data into a first training model to obtain a first output result of the first training model, wherein the first output result represents result information of whether the second input data meets consistency of the first input data; and when the first output result is result information which does not meet the consistency, sending first early warning information, and early warning the wearer to adjust the postoperative activity scheme by the first early warning information. The technical effect that the activity of a wearer is accurately evaluated in real time by combining the operation information of the wearer of the negative pressure ball in real time, and the patient is enabled to recover as soon as possible is achieved.
Description
Technical Field
The invention relates to the field of postoperative recovery of negative pressure ball wearers, in particular to a postoperative activity system and a method for a negative pressure ball wearer.
Background
The postoperative activities are the corresponding limb movements and functional exercises of the patient after the operation. Encourages early postoperative ambulation, thus being beneficial to increasing the lung capacity, improving the blood circulation of the whole body and promoting the healing of the incision.
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:
the technical problem that the activity scale of a wearer is accurately evaluated aiming at the operation information of the wearer of the negative pressure ball is lacked in the prior art.
Disclosure of Invention
The embodiment of the application solves the technical problem that the prior art lacks operation information aiming at a negative pressure ball wearer and accurately evaluates the activity scale of the wearer, and achieves the technical effects of combining the operation information of the negative pressure ball wearer in real time and accurately evaluating the activity of the wearer in real time so as to enable the patient to recover as soon as possible.
In view of the above problems, embodiments of the present application provide a system and a method for postoperative activities of a negative pressure ball wearer.
In a first aspect, the present application provides a postoperative activity system for a negative pressure ball wearer, the system including: a first obtaining unit for obtaining surgical information of a wearer; the second obtaining unit is used for obtaining the standard negative pressure ball using state information according to the operation information and taking the standard negative pressure ball using state information as first input data; a third obtaining unit configured to obtain first activity information of a wearer and use the first activity information as second input data; a first input unit, configured to input the first input data and the second input data into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data; a fourth obtaining unit, configured to obtain a first output result of the first training model, where the first output result represents result information of whether the second input data satisfies consistency of the first input data; the first sending unit is used for sending first early warning information when the first output result is result information which does not meet the consistency, and the first early warning information is used for early warning the wearer to adjust the postoperative activity scheme.
In another aspect, the present application further provides a method for post-operative activities of a negative pressure ball wearer, the method comprising: obtaining surgical information of a wearer; obtaining standard negative pressure ball use state information according to operation information, and taking the standard negative pressure ball use state information as first input data; obtaining first activity information of a wearer and taking the first activity information as second input data; inputting the first input data and the second input data into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data; obtaining a first output result of the first training model, wherein the first output result represents result information whether the second input data meets consistency of first input data; and when the first output result is result information which does not meet the consistency, sending first early warning information, and early warning the wearer to adjust the postoperative activity scheme by the first early warning information.
In a third aspect, the present invention provides a system for performing a post-operative activity on a wearer of a negative pressure ball, 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 system 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 method comprises the steps of obtaining standard use state information of the negative pressure ball according to operation information of a wearer, using the use state information as first input data, using the operation information of the wearer as second input data, inputting the first input data and the second input data into a first training model to obtain a first output result of the first training model, and sending first early warning information when the first output result is result information which does not meet consistency, wherein the first early warning information is used for early warning the wearer to adjust a postoperative activity scheme. The operation information of the wearer and the use state of the standard negative pressure ball are input into the first training model, and the matching condition of the state and the activity of the negative pressure ball is more accurate based on the characteristic that the training model continuously corrects and adjusts by self, so that the operation information of the wearer is combined in real time, the activity of the wearer is accurately evaluated in real time, and the patient is enabled to recover as soon as possible.
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 illustrating a method for performing a post-operative activity on a negative pressure ball wearer according to an embodiment of the present disclosure;
FIG. 2 is a schematic diagram of a postoperative motion system of a negative pressure ball wearer according to an embodiment of the present application;
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 first input unit 14, a fourth obtaining unit 15, a first transmitting unit 16, 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 solves the technical problem that the prior art lacks operation information aiming at a negative pressure ball wearer and accurately evaluates the activity scale of the wearer, and achieves the technical effects of combining the operation information of the negative pressure ball wearer in real time and accurately evaluating the activity of the wearer in real time so as to enable the patient to recover as soon as possible. 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
The postoperative activities are the corresponding limb movements and functional exercises of the patient after the operation. Encourages early postoperative ambulation, thus being beneficial to increasing the lung capacity, improving the blood circulation of the whole body and promoting the healing of the incision. However, the prior art lacks a technical problem of accurately evaluating the activity scale of a wearer aiming at the operation information of the negative pressure ball wearer.
In view of the above technical problems, the technical solution provided by the present application has the following general idea:
the embodiment of the application provides a negative pressure ball wearer's postoperative moving system, the system includes: a first obtaining unit for obtaining surgical information of a wearer; the second obtaining unit is used for obtaining the standard negative pressure ball using state information according to the operation information and taking the standard negative pressure ball using state information as first input data; a third obtaining unit configured to obtain first activity information of a wearer and use the first activity information as second input data; a first input unit, configured to input the first input data and the second input data into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data; a fourth obtaining unit, configured to obtain a first output result of the first training model, where the first output result represents result information of whether the second input data satisfies consistency of the first input data; the first sending unit is used for sending first early warning information when the first output result is result information which does not meet the consistency, and the first early warning information is used for early warning the wearer to adjust the postoperative activity scheme.
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, the present application provides a method for postoperative activities of a negative pressure ball wearer, wherein the method includes:
step S100: obtaining surgical information of a wearer;
specifically, the wearer is a wearer of a negative pressure balloon, which is a medical device having functions of draining surgical stoma hematocele, estimating a bleeding amount, preventing infection, and the like, and obtains operation information of the wearer including information on a site of an operation, a duration of the operation, a type of the operation, and the like, when the wearer permits the operation.
Step S200: obtaining standard negative pressure ball use state information according to operation information, and taking the standard negative pressure ball use state information as first input data;
specifically, the standard use state of the negative pressure ball of the wearer is obtained according to the operation information of the wearer of the negative pressure ball, for example, when the negative pressure ball is applied to a patient with intestinal obstruction, the negative pressure ball functions to perform gastrointestinal decompression, the standard deviation state of the negative pressure ball is a flattened state, and the current standard use state is used as first input data.
Step S300: obtaining first activity information of a wearer and taking the first activity information as second input data;
specifically, the first activity information of the wearer refers to exercise information of the current rehabilitation of the wearer, and further includes activity information of a predetermined activity plan, and obtains a scale, duration information, action information of the activity, and the like of the activity, and the first activity information is used as second input data.
Step S400: inputting the first input data and the second input data into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data;
step S500: obtaining a first output result of the first training model, wherein the first output result represents result information whether the second input data meets consistency of first input data;
specifically, the first training model is a Neural network model, which is a Neural network model in machine learning, and a Neural Network (NN) is a complex Neural network system formed by widely connecting a large number of simple processing units (called neurons), which reflects many basic features 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 data and the second input data into a neural network model through training of a large number of training data sets, and outputting result information whether the second input data meets the consistency of the first input data.
More specifically, the training process is essentially a supervised learning process, each set of supervised data includes the first input data, the second input data, and result information indicating whether the second input data satisfies consistency of the first input data, the first input data and the second input data are input into a neural network model, the neural network model outputs result information indicating whether the second input data satisfies consistency of the first input data, and the next set of supervised learning is performed if the output information is consistent with the result information indicating whether the second input data satisfies consistency of the first input data, for example, consistent with the result information; if the output information is inconsistent with result information used for identifying whether the second input data meets the consistency of the first input data, the neural network model performs self-correction and adjustment until the obtained output information is consistent with the result information used for identifying whether the second input data meets the consistency of the first input data, the group of data supervised learning is ended, and the next group of data supervised learning is performed; 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 supervised learning of the neural network model, the neural network model can process the input data more accurately, and the output result information for judging whether the second input data meets the consistency of the first input data is more accurate.
Step S600: and when the first output result is result information which does not meet the consistency, sending first early warning information, and early warning the wearer to adjust the postoperative activity scheme by the first early warning information.
Specifically, when the first output result is a result that the second input data does not meet the consistency of the first input data, the first activity information is not matched with the standard state of the negative pressure ball, the activity possibly causes abnormal state of the negative pressure ball, at the moment, first early warning information is sent, the wearer is informed of scheme information for adjusting postoperative activity according to the first early warning information, the operation information of the wearer is combined in real time, real-time and accurate evaluation is carried out on the activity of the wearer, and then the patient is enabled to recover as soon as possible.
Further, the embodiment of the present application further includes:
step S710: obtaining a first drainage quantity of a wearer, wherein the first drainage quantity represents the liquid quantity drained under the action of the negative pressure ball;
step S720: obtaining a standard drainage quantity according to the operation information of the wearer;
step S730: inputting the first drainage volume and the standard drainage volume into a second training model, wherein the second training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups comprises: the first drainage volume and result information of whether the first drainage volume meets the consistency of standard drainage volumes;
step S740: obtaining a second output result of the second training model, wherein the second output result comprises result information of whether the first drainage volume meets the consistency of standard drainage volumes;
step S750: and obtaining second early warning information according to the second output result and the first output result, wherein the second early warning information is used for early warning the wearer to adjust the postoperative activity scheme.
Specifically, the first drainage volume is total drainage volume information of the wearer within a preset time, the preset time can be 24 hours, the standard drainage volume is standard drainage volume information within a preset time according to different operation conditions of the wearer of the negative pressure ball, and the preset time is consistent with the preset time, for example, when the wearer is thyroid gland and parotid gland tumor, the standard drainage volume within 24h is 20-80 ml, the average drainage volume is 51.5ml, and the standard drainage volume within 24-48 h is 5-28 ml, and the average drainage volume is 15.5 ml. The average drainage volume of the drainage is 50-130 ml in 24 hours after laryngeal cancer and tongue cancer operation, the average drainage volume is 60.5ml, and the average drainage volume of the drainage is 15-48 ml in 24-48 hours and 35ml in average. Inputting the first drainage volume and the standard drainage volume into a second training model, wherein the second training model is obtained by training a plurality of groups of training data, and each group of training data in the plurality of groups comprises: judging whether the first drainage quantity meets the standard drainage quantity through the second training model according to the first drainage quantity and result information of whether the first drainage quantity meets the consistency of the standard drainage quantity, wherein if the drainage quantity is too much, the color is bright red, and bleeding symptoms are caused by possible activities; if the drainage volume is too little, the movement may cause pipeline blockage or the occurrence of pressure, distortion and air leakage, when the situations occur, second early warning information is obtained, and the wearer adjusts the postoperative activity scheme according to the early warning of the second early warning information.
Further, the embodiment of the present application further includes:
step S810: obtaining a first activity regimen of a wearer;
step S820: obtaining a standard activity plan according to the operation information;
step S830: inputting the first activity plan and the standard activity plan into a third training model, wherein the third training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets includes: the first activity plan, and result information of whether the first activity plan satisfies a consistency of a standard activity plan;
step S840: obtaining a third output result of the third training model, the third output result including result information of whether the first activity scheme satisfies consistency of a standard activity scheme;
step S850: and obtaining third early warning information according to the third output result and the first output result, wherein the third early warning information early warns the wearer to adjust the postoperative activity scheme.
Specifically, the first activity scheme is a current or predetermined activity scheme of the negative pressure ball wearer, an activity scheme corresponding to operation information of the wearer is obtained according to the operation information of the wearer, the activity scheme comprises information such as movement, position and activity scale, the first activity scheme and the standard activity scheme are input into a third training model, the third training model is obtained by training through multiple sets of training data, each set of the multiple sets of training data comprises the first activity scheme and result information of whether the first activity scheme meets the consistency of the standard activity scheme, the information is input into the third training model, an output result of the third training model is obtained, and the output result comprises result information of whether the first activity scheme meets the consistency of the standard activity scheme, and obtaining third early warning information according to the third output result and the first output result, wherein the third early warning information early warns the wearer to adjust the postoperative activity scheme. By comparing the activity scheme with the standard activity scheme, more accurate activity judgment conditions are obtained, so that the activity of the wearer is accurately evaluated in real time, and the patient is enabled to recover as soon as possible.
Further, the embodiment of the present application further includes:
step S910: obtaining first pressure state information of the negative pressure ball;
step S920: sending the first pressure state information to a first server, wherein the first server stores standard pressure state information of the wearer;
step S930: when the first pressure state information does not meet the standard pressure state information of the wearer, the first server sends fourth early warning information to the mobile phone of the wearer, and the fourth early warning information early warns the wearer to adjust the postoperative activity scheme.
Further, the embodiment of the present application further includes:
step S940: and when the first pressure state information does not meet the standard pressure state information of the wearer, the first server sends fifth early warning information to the first doctor, and the fifth early warning information is used for reminding the first doctor to follow up the wearer.
Particularly, first pressure state does the current pressure state of negative pressure ball measures the real-time pressure state of negative pressure ball through pressure measurement device, pressure measurement device sets up the one end at negative pressure ball, and it will the real-time pressure condition of negative pressure ball sends first server, first server storage has the standard pressure information of the negative pressure ball of the person of wearing, first server is through receiving in real time and handling the real-time pressure of first negative pressure ball judges whether pressure satisfies standard pressure state, and then judges whether send early warning information. When the first pressure state information does not meet the standard pressure state information of the wearer, the first server sends fourth early warning information to the mobile phone of the wearer, and the fourth early warning information early warns the wearer to adjust the postoperative activity scheme. Further, when the first pressure state information does not meet the standard pressure state information of the wearer, the first server sends fifth early warning information to the first doctor, and the fifth early warning information is used for reminding the first doctor to follow up the wearer. The negative pressure ball of the wearer is inspected, the wound of the wearer is diagnosed, and whether the wound is struggled or not is judged, which needs further processing.
Further, the embodiment of the present application further includes:
step S1010: obtaining wound picture information when the wound of the wearer is dressed by the mobile communication device of the wearer;
step S1020: the mobile communication device automatically sends the wound picture information and the first time of the dressing to a second server, and the second server sends the wound picture information and the first time point of the dressing and the operation information of the wearer to a second doctor; and obtaining diagnostic information of a second doctor;
step S1030: and obtaining sixth early warning information according to the diagnosis information, wherein the sixth early warning information is used for early warning the wearer to adjust a postoperative activity scheme.
Specifically, the mobile communication device may be a mobile phone, a tablet or the like of the wearer, which has a function of taking a picture and transmitting, the wound picture information of the wearer is obtained through the mobile communication device of the wearer, the mobile device automatically sends the wound picture information to a second server under the permission of the wearer, the second server collects information related to the wearer, sends the first time point of the dressing and the operation information of the wearer to a second doctor, and receives feedback from the second doctor, the feedback of the second doctor is that whether the activity of the wearer obtained by analyzing the wound picture of the wearer in combination with the operation information and the dressing time has an influence on the wound, the image includes a beneficial influence and a harmful influence, and when the influence is a harmful influence, and sixth early warning information is obtained according to the diagnosis information, and the postoperative activity scheme of the wearer is adjusted according to the sixth early warning information.
Further, the embodiment of the present application further includes:
step S1040: inputting the wound picture information into a fourth training model, wherein the fourth training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets includes: the wound picture information and result information for identifying whether the wound picture information has suppuration possibility;
step S1050: obtaining a fourth output result of the fourth training model, the fourth output result including result information of whether the wound picture information has a possibility of suppuration;
step S1060: and when the fourth output result identification has suppuration possibility, sending seventh early warning information, wherein the seventh early warning information is used for early warning the wearer to adjust the postoperative activity scheme.
Specifically, the fourth training model is also a training model in machine learning, training data of the fourth training model includes the wound picture information and result information identifying whether the wound picture information has a possibility of suppuration, the wound picture information of the wearer is input into the fourth training model to obtain an output result of the fourth training model, whether the wound is at a risk of suppuration is determined according to the output result, and when the fourth output result identifies that the wound has the possibility of suppuration, seventh warning information is sent, and the seventh warning information is used for warning the wearer to adjust a postoperative activity scheme.
To sum up, the method for postoperative activity of the negative pressure ball wearer provided by the embodiment of the application has the following technical effects:
1. the method comprises the steps of obtaining standard use state information of the negative pressure ball according to operation information of a wearer, using the use state information as first input data, using the operation information of the wearer as second input data, inputting the first input data and the second input data into a first training model to obtain a first output result of the first training model, and sending first early warning information when the first output result is result information which does not meet consistency, wherein the first early warning information is used for early warning the wearer to adjust a postoperative activity scheme. The operation information of the wearer and the use state of the standard negative pressure ball are input into the first training model, and the matching condition of the state and the activity of the negative pressure ball is more accurate based on the characteristic that the training model continuously corrects and adjusts by self, so that the operation information of the wearer is combined in real time, the activity of the wearer is accurately evaluated in real time, and the patient is enabled to recover as soon as possible.
2. By comparing the activity scheme with the standard activity scheme, more accurate activity judgment conditions are obtained, so that the activity of the wearer is accurately evaluated in real time, and the patient is enabled to recover as soon as possible.
Example two
Based on the same inventive concept as the method for postoperative activity of the negative pressure ball wearer in the previous embodiment, the invention further provides a system for postoperative activity of the negative pressure ball wearer, as shown in fig. 2, the system comprises:
a first obtaining unit 11, the first obtaining unit 11 being configured to obtain surgical information of a wearer;
a second obtaining unit 12, wherein the second obtaining unit 12 is configured to obtain standard negative pressure ball use state information according to the operation information, and use the standard negative pressure ball use state information as first input data;
a third obtaining unit 13, wherein the third obtaining unit 13 is configured to obtain first activity information of a wearer and use the first activity information as second input data;
a first input unit 14, where the first input unit 14 is configured to input the first input data and the second input data into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data;
a fourth obtaining unit 15, where the fourth obtaining unit 15 is configured to obtain a first output result of the first training model, where the first output result represents result information of whether the second input data satisfies consistency of the first input data;
a first sending unit 16, where the first sending unit 16 is configured to send first warning information when the first output result is result information that does not satisfy consistency, and the first warning information warns the wearer to adjust a postoperative activity scheme.
Further, the system further comprises:
a fifth obtaining unit, configured to obtain a first drainage volume of a wearer, where the first drainage volume represents an amount of liquid drained by the negative pressure ball;
a sixth obtaining unit for obtaining a standard drainage volume according to the surgical information of the wearer;
a second input unit, configured to input the first drainage volume and the standard drainage volume into a second training model, where the second training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first drainage volume and result information of whether the first drainage volume meets the consistency of standard drainage volumes;
a seventh obtaining unit, configured to obtain a second output result of the second training model, where the second output result includes result information of whether the first drainage volume meets a standard drainage volume;
an eighth obtaining unit, configured to obtain second warning information according to the second output result and the first output result, where the second warning information warns the wearer to adjust a postoperative activity scheme.
Further, the system further comprises:
a ninth obtaining unit for obtaining a first activity scheme of a wearer;
a tenth obtaining unit for obtaining a standard activity protocol according to the surgical information;
a third input unit, configured to input the first activity plan and the standard activity plan into a third training model, where the third training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first activity plan, and result information of whether the first activity plan satisfies a consistency of a standard activity plan;
an eleventh obtaining unit, configured to obtain a third output result of the third training model, where the third output result includes result information of whether the first activity scheme satisfies consistency of a standard activity scheme;
a twelfth obtaining unit, configured to obtain third early warning information according to the third output result and the first output result, where the third early warning information early warns the wearer to adjust a postoperative activity scheme.
Further, the system further comprises:
a thirteenth obtaining unit configured to obtain first pressure state information of the negative pressure ball;
a second sending unit, configured to send the first pressure state information to a first server, where the first server stores standard pressure state information of the wearer;
a third sending unit, configured to send, by the first server, fourth warning information to the mobile phone of the wearer when the first pressure state information does not meet standard pressure state information of the wearer, where the fourth warning information warns the wearer to adjust a postoperative activity scheme.
Further, the system further comprises:
and the fourth sending unit is used for sending fifth early warning information to a first doctor by the first server when the first pressure state information does not meet the standard pressure state information of the wearer, and the fifth early warning information is used for reminding the first doctor to follow up the wearer.
Further, the system further comprises:
a fourteenth obtaining unit, configured to obtain wound picture information when the wearer applies the wound to the wearer by using the mobile communication device of the wearer;
a fifteenth obtaining unit, configured to send the wound picture information and the first time of the dressing to a second server automatically by the mobile communication device, and send the wound picture information and the first time point of the dressing and the surgery information of the wearer to a second doctor by the second server; and obtaining diagnostic information of a second doctor;
a sixteenth obtaining unit, configured to obtain sixth warning information according to the diagnosis information, where the sixth warning information warns the wearer to adjust a postoperative activity scheme.
Further, the system further comprises:
a fourth input unit, configured to input the wound image information into a fourth training model, where the fourth training model is obtained through training of multiple sets of training data, and each set of training data in the multiple sets includes: the wound picture information and result information for identifying whether the wound picture information has suppuration possibility;
a seventeenth obtaining unit, configured to obtain a fourth output result of the fourth training model, where the fourth output result includes result information of whether the wound picture information has a possibility of suppuration;
a fifth sending unit, configured to send seventh warning information when the fourth output result identifier has a possibility of suppuration, where the seventh warning information is used to warn the wearer to adjust the postoperative activity scheme.
Various changes and specific examples of the aforementioned postoperative activity method of the negative pressure ball wearer in the first embodiment of fig. 1 are also applicable to the postoperative activity system of the negative pressure ball wearer in the present embodiment, and through the aforementioned detailed description of the postoperative activity method of the negative pressure ball wearer, those skilled in the art can clearly know the implementation method of the postoperative activity system of the negative pressure ball wearer in the present embodiment, so for the brevity of the description, detailed description is not repeated 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 postoperative activity system of a negative pressure ball wearer as in the previous embodiments, the invention further provides a postoperative activity system of a negative pressure ball wearer, on which a computer program is stored, which program, when being executed by a processor, realizes the steps of any one of the methods of the postoperative activity system of a negative pressure ball wearer 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.
The embodiment of the invention provides a postoperative activity system of a negative pressure ball wearer, which comprises: a first obtaining unit for obtaining surgical information of a wearer; the second obtaining unit is used for obtaining the standard negative pressure ball using state information according to the operation information and taking the standard negative pressure ball using state information as first input data; a third obtaining unit configured to obtain first activity information of a wearer and use the first activity information as second input data; a first input unit, configured to input the first input data and the second input data into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data; a fourth obtaining unit, configured to obtain a first output result of the first training model, where the first output result represents result information of whether the second input data satisfies consistency of the first input data; the first sending unit is used for sending first early warning information when the first output result is result information which does not meet the consistency, and the first early warning information is used for early warning the wearer to adjust the postoperative activity scheme. The technical problem that operation information for a negative pressure ball wearer is lacked in the prior art and the movement scale of the wearer is accurately evaluated is solved, and the technical effects that the operation information of the negative pressure ball wearer is combined in real time and the movement of the wearer is accurately evaluated in real time, so that a patient can be recovered as soon as possible are achieved.
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 instruction means 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 (9)
1. A system for post-operative activities of a negative pressure ball wearer, wherein the system comprises:
a first obtaining unit for obtaining surgical information of a wearer;
the second obtaining unit is used for obtaining the standard negative pressure ball using state information according to the operation information and taking the standard negative pressure ball using state information as first input data;
a third obtaining unit configured to obtain first activity information of a wearer and use the first activity information as second input data;
a first input unit, configured to input the first input data and the second input data into a first training model, where the first training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first input data, the second input data, and result information of whether the second input data satisfies consistency of the first input data;
a fourth obtaining unit, configured to obtain a first output result of the first training model, where the first output result represents result information of whether the second input data satisfies consistency of the first input data;
the first sending unit is used for sending first early warning information when the first output result is result information which does not meet the consistency, and the first early warning information is used for early warning the wearer to adjust the postoperative activity scheme.
2. The system of claim 1, wherein the system further comprises:
a fifth obtaining unit, configured to obtain a first drainage volume of a wearer, where the first drainage volume represents an amount of liquid drained by the negative pressure ball;
a sixth obtaining unit for obtaining a standard drainage volume according to the surgical information of the wearer;
a second input unit, configured to input the first drainage volume and the standard drainage volume into a second training model, where the second training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first drainage volume and result information of whether the first drainage volume meets the consistency of standard drainage volumes;
a seventh obtaining unit, configured to obtain a second output result of the second training model, where the second output result includes result information of whether the first drainage volume meets a standard drainage volume;
an eighth obtaining unit, configured to obtain second warning information according to the second output result and the first output result, where the second warning information warns the wearer to adjust a postoperative activity scheme.
3. The system of claim 2, wherein the system further comprises:
a ninth obtaining unit for obtaining a first activity scheme of a wearer;
a tenth obtaining unit for obtaining a standard activity protocol according to the surgical information;
a third input unit, configured to input the first activity plan and the standard activity plan into a third training model, where the third training model is obtained by training multiple sets of training data, and each set of training data in the multiple sets includes: the first activity plan, and result information of whether the first activity plan satisfies a consistency of a standard activity plan;
an eleventh obtaining unit, configured to obtain a third output result of the third training model, where the third output result includes result information of whether the first activity scheme satisfies consistency of a standard activity scheme;
a twelfth obtaining unit, configured to obtain third early warning information according to the third output result and the first output result, where the third early warning information early warns the wearer to adjust a postoperative activity scheme.
4. The system of claim 1, wherein the system further comprises:
a thirteenth obtaining unit configured to obtain first pressure state information of the negative pressure ball;
a second sending unit, configured to send the first pressure state information to a first server, where the first server stores standard pressure state information of the wearer;
a third sending unit, configured to send, by the first server, fourth warning information to the mobile phone of the wearer when the first pressure state information does not meet standard pressure state information of the wearer, where the fourth warning information warns the wearer to adjust a postoperative activity scheme.
5. The system of claim 4, wherein the system further comprises:
and the fourth sending unit is used for sending fifth early warning information to a first doctor by the first server when the first pressure state information does not meet the standard pressure state information of the wearer, and the fifth early warning information is used for reminding the first doctor to follow up the wearer.
6. The system of claim 5, wherein the system further comprises:
a fourteenth obtaining unit, configured to obtain wound picture information when the wearer applies the wound to the wearer by using the mobile communication device of the wearer;
a fifteenth obtaining unit, configured to send the wound picture information and the first time of the dressing to a second server automatically by the mobile communication device, and send the wound picture information and the first time point of the dressing and the surgery information of the wearer to a second doctor by the second server; and obtaining diagnostic information of a second doctor;
a sixteenth obtaining unit, configured to obtain sixth warning information according to the diagnosis information, where the sixth warning information warns the wearer to adjust a postoperative activity scheme.
7. The system of claim 6, wherein the system further comprises:
a fourth input unit, configured to input the wound image information into a fourth training model, where the fourth training model is obtained through training of multiple sets of training data, and each set of training data in the multiple sets includes: the wound picture information and result information for identifying whether the wound picture information has suppuration possibility;
a seventeenth obtaining unit, configured to obtain a fourth output result of the fourth training model, where the fourth output result includes result information of whether the wound picture information has a possibility of suppuration;
a fifth sending unit, configured to send seventh warning information when the fourth output result identifier has a possibility of suppuration, where the seventh warning information is used to warn the wearer to adjust the postoperative activity scheme.
8. A method of post-operative activities of a negative pressure ball wearer, wherein the method comprises:
obtaining surgical information of a wearer;
obtaining standard negative pressure ball use state information according to operation information, and taking the standard negative pressure ball use state information as first input data;
obtaining first activity information of a wearer and taking the first activity information as second input data;
inputting the first input data and the second input data into a first training model, wherein the first training model is obtained by training a plurality of sets of training data, and each set of training data in the plurality of sets of training data comprises: the second input data and result information of whether the second input data meets the consistency of the first input data;
obtaining a first output result of the first training model, wherein the first output result represents result information whether the second input data meets consistency of first input data;
and when the first output result is result information which does not meet the consistency, sending first early warning information, and early warning the wearer to adjust the postoperative activity scheme by the first early warning information.
9. A system for performing a post-operative activity on a wearer of a negative pressure ball, 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 system of any one of claims 1-7 when executing the program.
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