CN110085311A - A kind of portable urination monitoring and early warning system and method - Google Patents

A kind of portable urination monitoring and early warning system and method Download PDF

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CN110085311A
CN110085311A CN201910339505.3A CN201910339505A CN110085311A CN 110085311 A CN110085311 A CN 110085311A CN 201910339505 A CN201910339505 A CN 201910339505A CN 110085311 A CN110085311 A CN 110085311A
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urine
module
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user
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袁久洪
秦锋
马铭
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/20Measuring for diagnostic purposes; Identification of persons for measuring urological functions restricted to the evaluation of the urinary system
    • A61B5/202Assessing bladder functions, e.g. incontinence assessment
    • A61B5/205Determining bladder or urethral pressure
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00ICT 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
    • G16H40/60ICT 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
    • G16H40/67ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/50ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for simulation or modelling of medical disorders

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Abstract

The invention discloses a kind of portable urination monitoring and early warning system and method, system includes portable equipment terminal, mobile terminal and cloud server, portable equipment terminal and the mutual communication connection of mobile terminal, mobile terminal and the mutual communication connection of cloud server.Portable urination monitoring provided by the invention and early warning system and method carry out effective, objective, systematization monitoring and early warning for user's disease in the urological system;The urine information of user is acquired by portable equipment terminal, real-time monitoring is carried out to user's urine, and it is uploaded to mobile terminal, mobile terminal evaluation and test user disease relevant to urine simultaneously feeds back to user, early warning has been carried out to the urine of user, cloud server corrects the disease in the urological system that mobile terminal uploads and evaluates and tests model, and the model after correction is transmitted to mobile terminal and is updated, and keeps the present invention more standby intelligent.

Description

A kind of portable urination monitoring and early warning system and method
Technical field
The present invention relates to a kind of system and method more particularly to a kind of portable urination monitoring and early warning system and method, Belong to medical instruments field.
Background technique
Lower urinary tract symptom (Lower Urinary Tract Symptoms, LUTS) is that the change of urinary tract functional structure causes to arrange Malaise symptoms are urinated, the quality of life of patient is drastically influenced.The disease incidence of LUTS increases with the age, and according to statistics about 51.3% Male and 59.2% women will appear LUTS.LUTS includes urine storage phase and urination phase symptom: urine storage phase symptom mainly stimulates Property symptom, such as in the daytime frequent micturition, enuresis nocturna increase, urgent urination and the urinary incontinence;Urination phase symptom is mainly obstructive symptoms, as urine flow is slow Slowly, bifurcated is urinated, interruption, urination are hesitated, trouble urinating, dribbling, urine retention etc..The generation and development of LUTS, and it is many potential Disease is related, such as: urinary tract infections, lithangiuria, overactive bladder, CPPS, interstitial cystitis, hyperplasia of prostate, coke Worry, erectile dysfunction, diabetes, kidney concentrating function be not complete and sleep disturbance etc..
In clinical practice, usually reflect controlled micturition situation with flow rate urodynamics and urination diary.Flow rate urinates power Be invasive inspection, is also only capable of reflection patient when secondary urination situation, there are biggish deviations for information.Diary of urinating is recordable to suffer from More days urination times of person and urine volume, the urination of record facilitate doctor closest to the natural urinary function of patient To the true urinary function of patient to make Accurate Diagnosis and guiding clinical treatment.But there is also many deficiencies for tradition urination diary Place.Firstly, clinical common urination diary is the form that the table formulated with hospital is voluntarily filled in by patient, due to the process of filling in Cumbersome, the reasons such as subjectivity of patient often result in omission or fill out mistake, data manifestation of dishonesty;Secondly, patient compliance is not By force, gerontal patient is unreliable for recording for time, often causes to mislead to the judgement of doctor, to influence diagnosing and treating; Again, urination diary is the data that papery is collected, and doctor is not easy to more comprehensively be statisticallyd analyze, and also seriously affects LUTS's Precise Diagnosis.Moreover clinical methods all at present, can not have in real time the indexs such as daily urine volume and nocturnal urine output Effect monitoring, so that delaying the timely medical treatment and operation of the patients such as hyperplasia of prostate.
Clinically, the real-time monitoring of urination is also closely related with the early warning of multiple LUTS related diseases, as: urinating glucose Monitoring can be with the risk of early warning diabetes;The monitoring of urinary calcium can be with the risk of early warning lithangiuria;Urine pH, urine nitrous acid The monitoring of salt, urinary leukocyte and urine occult blood can be with the risk of early warning urinary tract infections;The monitoring of specific gravity of urine can with early warning kidney be concentrated or The risk of kidney dilution insufficiency;The monitoring of urinary albumin can be with early warning ephritis or the risk of renal insufficiency etc..But at present The scheme and product that there is no portable Urine monitoring seriously affect the relevant disease diagnosis and therapy of LUTS.
Summary of the invention
In order to solve problem above, the object of the present invention is to provide a kind of portable urination monitorings and early warning system and side Method acquires the urine information of user by portable equipment terminal, carries out real-time monitoring to user's urine, and be uploaded to movement Terminal, mobile terminal evaluation and test user disease relevant to urine simultaneously feed back to user, carry out for user's disease in the urological system effective , objectively, the early warning of systematization, and self-correction and can update.
In order to achieve the goal above, the technical solution adopted by the present invention:
A kind of portable urination monitoring and early warning system, comprising:
Portable equipment terminal, the portable equipment terminal are used to acquire the user information and Urine monitoring information of user, and User information and Urine monitoring information are transmitted to mobile terminal by wireless communication module;
Mobile terminal, the mobile terminal carry out disease for receiving user information and Urine monitoring information, to user's urine Disease is evaluated and tested and feeds back to user;User information, Urine monitoring information and evaluation result are uploaded by wireless communication module simultaneously To cloud server;
Cloud server, the cloud server pass through for receiving user information, Urine monitoring information and evaluation result Processing to user information, Urine monitoring information and evaluation result is corrected disease in the urological system evaluation and test model, and high-ranking officers Disease in the urological system evaluation and test model after just is transmitted to mobile terminal and is updated.
Further, the portable equipment terminal includes portable urination instrument, Urine monitoring module, signal processing module With signal cache module;
The portable urination instrument and the mutual communication connection of Urine monitoring module, and connect the signal and cache mould Block, the Urine monitoring module connect the signal processing module, the signal processing module and the signal cache module phase Mutual communication connection.
In the present invention, portable urination instrument is used to receive the urine of user, and transmits it to Urine monitoring module;Urine Monitoring modular is used to acquire the relevant information data of user's urine;Collected data are temporarily stored into letter by signal processing module In number cache module, signal processing module can also pass through wireless communication module and mobile terminal communication;The storage of signal cache module Through signal processing module treated Urine monitoring data-signal, the related status data of portable urination instrument is also stored.
Further, the portable urination instrument include casing, urine funnel, monitoring assembly, evacuating catheter, display screen, handle, Operation button, power module and the hardware check module to hardware check;
The casing is square structure, and the urine funnel is inclined at the upper end of casing lateral wall, convenient for collecting user row Urine out, to be monitored;The inlet tube of the monitoring assembly upper end connects the urine outlet of the urine funnel, the outlet of lower end Pipe connects evacuating catheter, and in the present invention, monitoring assembly can be one or more in 13 components in Urine monitoring module, with Monitor the relevant information of user's urine.
The display screen is arranged in away from the upper end of urine funnel side wall, for showing the relevant information of user's urine be discharged; The sidewall upper adjacent with side wall where urine funnel is arranged in the handle, takes urination instrument to carry out chamber pot monitoring convenient for user hand;Institute State operation button be arranged below display screen, operation button include move right key, numerical value adds key and setting button, operation is pressed Key controls monitoring modular, and monitoring modular shows information on a display screen, and then learns certain numbers that user is urinated According to situation.
The power module includes charging interface, power switch and battery, and charging interface connects the power input of battery, Power switch setting connects the monitoring assembly, display screen and operation and presses in power output end, the power output end of the battery Key, battery are used to power to urination instrument, and charging interface is for charging the battery, and power switch is for controlling opening for urination instrument It opens and closes.
The urine collecting hole of the urine funnel is in ingot shape, and the lower sidewalls of urine funnel are in the arcuate structure of convex, the design of urine funnel Shape meets the structure design of ergonomics, and then convenient for collecting the urine of user's discharge;The evacuating catheter is L-shaped, evacuating catheter Outlet face away from the direction of urine funnel, urine is discharged from user front end, is splashed with user when urine being prevented to be discharged;It is described Handle is in inverted L shape, takes urination instrument to carry out chamber pot convenient for user hand.
The monitoring assembly, display screen and hardware check module are electrically connected with the Urine monitoring module.
Further, the Urine monitoring module includes urine volume component, urination time component, specific gravity of urine component, urine PH value component, urine glucose component, urinary albumin component, urine nitrite component, urinary leukocyte component, urinary calcium component, urine At least one of occult blood component, urine ketone bodies component, uric acid component, urine flesh liver component.
In the present invention, the urine volume of Urine monitoring module monitors user, urination time, specific gravity of urine, urine pH, urine grape Sugar, urinary albumin, urine nitrite, urinary leukocyte, urinary calcium, urine occult blood, urine ketone bodies, uric acid and urine 13 kinds of information of flesh liver, or Monitor one or more of 13 kinds of information information, the data of the multiple LUTS related diseases of real-time monitoring, in order to LUTS phase The Clinics and Practices of related disorders;It can give warning in advance at the same time, such as the look-ahead of calculus, tumour, renal failure, prostate The selection etc. of hypertrophy operation time quickly and easily can easily detect the concrete condition of user's urine, save user and doctor Most raw time.
Further, the mobile terminal includes data storage module, data processing module, disease in the urological system evaluation and test Module and alarm module, and to user's interface that mobile terminal is managed;
The signal processing module and the mutual communication connection of the data storage module, the data storage module with it is described The mutual communication connection of data processing module, the data processing module and the mutual communication connection of user's interface, it is described to secrete Urinary system disease evaluation and test module is located in the data processing module, and disease in the urological system module connects the alarm module, institute It states alarm module and connects user's interface;
Shown mobile terminal includes mobile phone and/or tablet computer.
In the present invention, the user information and Urine monitoring information that data storage module storage assembly processing module is sent, with And data processing module treated evaluation result, and cloud server is uploaded to by wireless communication module.Data processing mould Block handles the relevant information that data storage module is sent, and data processing module includes disease in the urological system evaluation and test module, uropoiesis There is disease in the urological system to evaluate and test model in systemic disease evaluation and test module, the Urine monitoring information data of upload can be evaluated and tested, And pass through the disease in the urological system breaking-out risk class of user's interface feedback user and medical treatment early warning in real time.Alarm module is used When the processing result when data processing module triggers the early-warning conditions of corresponding disease, corresponding disease is warned by user's interface Warning information;User's interface is the administration interface of mobile terminal, can pairing to user information, portable equipment terminal, just The evaluation result for taking the operating mode of device end, Urine monitoring data and disease in the urological system is managed and shows.
Further, the cloud server includes cloud database and evaluation and test model correction module, and to cloud The cloud management module of server admin and maintenance;
The data storage module and the mutual communication connection of the cloud database, the cloud database and the evaluation and test The mutual communication connection of model correction module.
In the present invention, cloud database stores data in mobile terminal storage module transmitting subscriber identify, Urine monitoring Information, disease in the urological system evaluation result, basic parameter of disease in the urological system evaluation and test model etc., and respond mobile terminal accessing The request of data.Evaluation and test model correction module can evaluate and test model to disease in the urological system and be corrected, and be passed according to mobile terminal The input value and output valve of the evaluation and test model come, are updated the early-warning conditions of deep learning neural network, periodically will correction Evaluation and test model afterwards is sent to mobile terminal and is updated, and input value refers to user's Urine monitoring data of deep learning, output Value refers to breaking-out risk class and the medical treatment early warning of disease in the urological system.
Further, the wireless communication module includes bluetooth module, WIFI module, 3G communication module, 4G communication mould At least one of block, 5G communication module.
Based on above-mentioned portable urination monitoring and early warning system, the present invention also provides a kind of portable urination monitoring and in advance Alarm method, comprising the following steps:
The user information and Urine monitoring information of S1, portable equipment terminal acquisition user;
S2;Portable equipment terminal is by the user information of acquisition and Urine monitoring information, after being matched and being integrated, with number The form of signal is transferred to mobile terminal;
S3, mobile terminal receive portable equipment terminal institute's transmitting subscriber identify and Urine monitoring information, according to urinary system The system disease evaluation and test model disease in the urological system current to user is evaluated and tested, and evaluation result is fed back to user, works as evaluation and test When as a result triggering the early-warning conditions of disease in the urological system, information warning is issued;
S4, mobile terminal upload user information, Urine monitoring information and evaluation result are to cloud server;
User information, Urine monitoring information and the evaluation result that S5, cloud server storage upload, and according to Urine monitoring Information is corrected disease in the urological system evaluation and test model;
Disease in the urological system evaluation and test model after correction is sent to mobile terminal and is updated by S6, cloud server.
Further, the Urine monitoring information includes urine volume information, urination time information, specific gravity of urine information, urine PH value information, urine glucose information, urinary albumin information, urine nitrite information, urinary leukocyte information, urinary calcium information, urine At least one of occult blood information, urine ketone bodies information, uric acid information, urine flesh liver information.
Further, the disease in the urological system evaluates and tests model in S3 step, it is to be made with the Urine monitoring data of user It is inputted for the data of deep learning, is analyzed using the neural network of deep learning, export the breaking-out wind of disease in the urological system Dangerous grade and medical treatment early warning;
In S5 step, disease in the urological system evaluation and test model is corrected, is according in mobile terminal Urine monitoring information Input value and output valve, the early-warning conditions of deep learning neural network are updated, periodically by the evaluation and test model after correction Mobile terminal is sent to be updated.
Beneficial effects of the present invention:
Portable urination monitoring provided by the invention and early warning system and method carry out effective for user's disease in the urological system , objectively, the monitoring and early warning of systematization;By portable equipment terminal acquire user urine information, to user's urine into Row real-time monitoring, and it is uploaded to mobile terminal, mobile terminal evaluation and test user disease relevant to urine simultaneously feeds back to user, Early warning is carried out to the urine of user, cloud server corrects the disease in the urological system that mobile terminal uploads and evaluates and tests model, and will Model after correction is transmitted to mobile terminal and is updated, and keeps the present invention more standby intelligent.
Portable urination monitoring provided by the invention and early warning system and method, the urination of Urine monitoring module monitors user Amount, urination time, specific gravity of urine, urine pH, urine glucose, urinary albumin, urine nitrite, urinary leukocyte, urinary calcium, urine are latent Blood, urine ketone bodies, uric acid and/or urine flesh liver information, the data of the multiple LUTS related diseases of real-time monitoring, in order to LUTS correlation disease The Clinics and Practices of disease;Many shortcomings of tradition urination diary are also overcomed at the same time, quickly and easily can easily be supervised Measure the concrete condition of user's urine, save most time of user and doctor, for user treatment provide it is more accurate Reliable data supporting.
Detailed description of the invention
Fig. 1 is the schematic diagram of the embodiment of the present invention 1;
Fig. 2 is schematic diagram of the invention;
Fig. 3 is the schematic diagram of the portable urination instrument of the present invention;
Fig. 4 is the front view of the portable urination instrument of the present invention;
In figure: 1, casing;2, urine funnel;3, monitoring assembly;4, evacuating catheter;5, display screen;6, handle;7, operation button;8, Charging interface;9, power switch.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, the present invention is made into one with reference to the accompanying drawing Step illustrates.In the description of the present invention, it is to be understood that, term " on ", "lower", "front", "rear", "left", "right", "top", The orientation or positional relationship of the instructions such as "bottom", "inner", "outside" is to be based on the orientation or positional relationship shown in the drawings, merely to just In description the present invention and simplify description, rather than the device or element of indication or suggestion meaning must have a particular orientation, with Specific orientation construction and operation, therefore be not considered as limiting the invention.
Embodiment 1
A kind of portable urination monitoring and early warning system, as shown in Figure 1, comprising:
Portable equipment terminal, portable equipment terminal are used to acquire the user information and Urine monitoring information of user, and pass through User information and Urine monitoring information are transmitted to mobile terminal by wireless communication module;
Mobile terminal, mobile terminal carry out disease to user's urine and comment for receiving user information and Urine monitoring information It surveys and feeds back to user;User information, Urine monitoring information and evaluation result are uploaded to cloud by wireless communication module simultaneously Hold server;
Cloud server, cloud server for receiving user information, Urine monitoring information and evaluation result, by with The processing of family information, Urine monitoring information and evaluation result is corrected disease in the urological system evaluation and test model, and will be after correction Disease in the urological system evaluation and test model be transmitted to mobile terminal and be updated.
When in use, the user information and Urine monitoring information of user are acquired by portable equipment terminal, and will be in information Mobile terminal is reached, mobile terminal carries out disease evaluation and test to user's urine and feed back to user according to the information of upload, same with this When above- mentioned information and evaluation result are uploaded to cloud server, cloud server handles the information of upload, to secreting Urinary system disease evaluation and test model is corrected, and the model after correction is transmitted to mobile terminal and is updated, and is user's urinary system Disease of uniting carries out effective, objective, systematization monitoring and early warning.
Embodiment 2
The present embodiment is improved further on the basis of embodiment 1, as shown in Fig. 2, portable equipment terminal includes just Take formula urination instrument, Urine monitoring module, signal processing module and signal cache module;Portable urination instrument and Urine monitoring module Mutual communication connection, and connection signal cache module, Urine monitoring Module connection signal processing module, signal processing module and letter Number mutual communication connection of cache module.In the present embodiment, above-mentioned module is conventional modules in the prior art.
When in use, the urine of user is received by portable urination instrument, Urine monitoring module carries out received urine Monitoring data are transmitted to signal processing module by monitoring, and the data storage received to signal is cached mould by signal processing module In block, it is also transmitted to mobile terminal at the same time, signal cache module also stores the related status data of portable urination instrument.
Embodiment 3
The present embodiment is improved further on the basis of embodiment 2, and as in Figure 2-4, portable urination instrument includes Casing 1, urine funnel 2, monitoring assembly 3, evacuating catheter 4, display screen 5, handle 6, operation button 7, power module and to hardware check Hardware check module;In the present embodiment, hardware check module is existing routine techniques.
Casing 1 is square structure, and urine funnel 2 is inclined at the upper end of 1 lateral wall of casing, the import of 3 upper end of monitoring assembly Pipe connects the urine outlet of urine funnel 2, and the outlet of lower end connects evacuating catheter 4;
Display screen 5 is arranged in away from the upper end of 2 side wall of urine funnel, and the side wall adjacent with 2 place side wall of urine funnel is arranged in handle 6 Upper end, operation button 7 be arranged below display screen 5, operation button 7 include move right key, numerical value adds key and setting button;
Power module includes charging interface 8, power switch 9 and battery, and charging interface 8 connects the power input of battery, The setting of power switch 9 is in power output end, power output end connection monitoring assembly 3, display screen 5 and the operation button 7 of battery;
The urine collecting hole of urine funnel 2 is in ingot shape, and the lower sidewalls of urine funnel 2 are in the arcuate structure of convex;Evacuating catheter 4 is L-shaped, The outlet of evacuating catheter 4 faces away from the direction of urine funnel 2;Handle 6 is in inverted L shape;
Monitoring assembly 3, display screen 5 and hardware check module are electrically connected with Urine monitoring module.
When in use, those who are investigated hold the handle 6 for taking formula urination instrument, are advisable with urine funnel 2 close to body, are prevented outside urine It splashes;The power switch 9 of urination instrument is opened, urination instrument self-test simultaneously calibrates all parameters, while at the time of record beginning;Urine warp It is discharged after urine funnel 2, monitoring assembly 3 and evacuating catheter 4.In the present embodiment, monitoring assembly 3 is in 13 components of Urine monitoring module Urine volume and urination time component, monitor the urine volume and urination time information of user, and are uploaded to Urine monitoring module, Urine monitoring module controls display screen 5 and shows urine volume and urination time information.
Embodiment 4
The present embodiment is improved further on the basis of embodiment 3, as shown in Fig. 2, Urine monitoring module includes row Urine volume component, urination time component, specific gravity of urine component, urine pH component, urine glucose component, urinary albumin component, urine are sub- Nitrate component, urinary calcium component, urine occult blood component, urine ketone bodies component, uric acid component, is urinated in flesh liver component urinary leukocyte component It is at least one.
In the present embodiment, above-mentioned 13 kinds of components are the general components for monitoring 13 kinds of information in the prior art, such as clock, stream The signal monitored is sent to signal processing module and handled by meter etc., above-mentioned general components.When in use, the present embodiment The urine volume of monitoring user, urination time, specific gravity of urine, urine pH, urine glucose, urinary albumin, urine nitrite, urine are white thin Born of the same parents, urinary calcium, urine occult blood, urine ketone bodies, uric acid and urine 13 kinds of information of flesh liver, due to having detected urine volume and urination in embodiment 3 Temporal information, therefore remaining 11 kinds of information need to be only monitored, remaining 11 kinds of information is monitored by the monitoring assembly of corresponding conventional, and will The uploading information data monitored is into signal processing module.It, can be to user since the present embodiment detects 13 kinds of information Calculus, tumour, renal failure look-ahead, can select hypertrophy of the prostate operating time.
Embodiment 5
The present embodiment is improved further on the basis of embodiment 4, as shown in Fig. 2, mobile terminal includes data storage Storing module, data processing module, disease in the urological system evaluation and test module and alarm module, and to the use that mobile terminal is managed Family interface;
Signal processing module and the mutual communication connection of data storage module, data storage module are mutual with data processing module Communication connection, data processing module and the mutual communication connection of user's interface, disease in the urological system evaluation and test module are located at data It manages in module, disease in the urological system module connects alarm module, and alarm module connects user's interface;
Shown mobile terminal includes mobile phone and/or tablet computer, and the present embodiment selects mobile phone.
In this implementation, data storage module, data processing module, disease in the urological system evaluation and test module, alarm module and use Family interface is existing routine techniques, is equipped with disease in the urological system in disease in the urological system evaluation and test module and evaluates and tests model, secretes Urinary system disease evaluates and tests model and may be updated and evaluate and test.
When specifically used, data storage module storage upload user information, Urine monitoring information and and data at Evaluation result information after managing resume module, and it is transmitted to data processing module and cloud server, data processing module The disease in the urological system of middle disease in the urological system evaluation and test module evaluates and tests model, according to the Urine monitoring information data of upload, logarithm It breaks out risk class and medical treatment early warning according to being evaluated and tested, and by the disease in the urological system of user's interface feedback user, works as number When triggering the early-warning conditions of corresponding disease according to the processing result of processing module, alarm module controls user's interface and warns corresponding disease The warning information of disease.
Embodiment 6
The present embodiment is improved further on the basis of embodiment 5, as shown in Fig. 2, cloud server includes cloud Database and evaluation and test model correction module, and to the cloud management module that cloud server manages and maintains;
Data storage module and the mutual communication connection of cloud database, cloud database and evaluation and test model correction module are mutual Communication connection.In this implementation, cloud database, evaluation and test model correction module and cloud management module are also existing conventional skill Art.
When specifically used, user information, Urine monitoring information, uropoiesis that cloud database storage mobile terminal is uploaded Systemic disease evaluation result, basic parameter of disease in the urological system evaluation and test model etc., cloud database sends the information of upload Evaluation and test model correction module is given, evaluation and test model correction module is corrected disease in the urological system evaluation and test model, and according to movement The input value and output valve for the evaluation and test model that terminal transmits, are updated the early-warning conditions of deep learning neural network, timing Evaluation and test model after correction is sent to mobile terminal to be updated.
Embodiment 7
The present embodiment is improved further on the basis of embodiment 5, as shown in Fig. 2, wireless communication module includes indigo plant At least one of tooth module, WIFI module, 3G communication module, 4G communication module, 5G communication module, the present embodiment are that 4G communicates mould Block makes portable equipment terminal and the mutual communication connection of mobile terminal, mobile terminal and cloud server phase by 4G communication module Mutual communication connection.
Embodiment 8
A kind of portable urination monitoring and method for early warning, comprising the following steps:
The user information and Urine monitoring information of S1, portable equipment terminal acquisition user;
S2;Portable equipment terminal is by the user information of acquisition and Urine monitoring information, after being matched and being integrated, with number The form of signal is transferred to mobile terminal;
S3, mobile terminal receive portable equipment terminal institute's transmitting subscriber identify and Urine monitoring information, according to urinary system The system disease evaluation and test model disease in the urological system current to user is evaluated and tested, and evaluation result is fed back to user, works as evaluation and test When as a result triggering the early-warning conditions of disease in the urological system, information warning is issued;
S4, mobile terminal upload user information, Urine monitoring information and evaluation result are to cloud server;
User information, Urine monitoring information and the evaluation result that S5, cloud server storage upload, and according to Urine monitoring Information is corrected disease in the urological system evaluation and test model;
Disease in the urological system evaluation and test model after correction is sent to mobile terminal and is updated by S6, cloud server.
Embodiment 9
The present embodiment is improved further on the basis of embodiment 8, and Urine monitoring information includes urine volume information, row Urinate temporal information, specific gravity of urine information, urine pH information, urine glucose information, urinary albumin information, urine nitrite information, Urinary leukocyte information, urinary calcium information, urine occult blood information, urine ketone bodies information, uric acid information and urine flesh liver information.
Embodiment 10
The present embodiment is improved further on the basis of embodiment 9,
In S3 step, it is the number using the Urine monitoring data of user as deep learning that disease in the urological system, which evaluates and tests model, It according to input, is analyzed, export the breaking-out risk class of disease in the urological system and is seen a doctor pre- using the neural network of deep learning It is alert;
In S5 step, disease in the urological system evaluation and test model is corrected, is according in mobile terminal Urine monitoring information Input value and output valve, the early-warning conditions of deep learning neural network are updated, periodically by the evaluation and test model after correction Mobile terminal is sent to be updated.
In the present embodiment, above-mentioned input value is user's Urine monitoring data of deep learning, and output valve is urinary system disease The breaking-out risk class of disease and medical treatment early warning.
The basic principles, main features and advantages of the present invention have been shown and described above.The technology of the industry Personnel are it should be appreciated that the present invention is not limited to the above embodiments, and the above embodiments and description only describe this The principle of invention, without departing from the spirit and scope of the present invention, various changes and improvements may be made to the invention, these changes Change and improvement all fall within the protetion scope of the claimed invention.The claimed scope of the invention by appended claims and its Equivalent thereof.

Claims (10)

1. a kind of portable urination monitoring and early warning system characterized by comprising
Portable equipment terminal, the portable equipment terminal are used to acquire the user information and Urine monitoring information of user, and pass through User information and Urine monitoring information are transmitted to mobile terminal by wireless communication module;
Mobile terminal, the mobile terminal carry out disease to user's urine and comment for receiving user information and Urine monitoring information It surveys and feeds back to user;User information, Urine monitoring information and evaluation result are uploaded to cloud by wireless communication module simultaneously Hold server;
Cloud server, the cloud server for receiving user information, Urine monitoring information and evaluation result, by with The processing of family information, Urine monitoring information and evaluation result is corrected disease in the urological system evaluation and test model, and will be after correction Disease in the urological system evaluation and test model be transmitted to mobile terminal and be updated.
2. a kind of portable urination monitoring according to claim 1 and early warning system, which is characterized in that the portable equipment Terminal includes portable urination instrument, Urine monitoring module, signal processing module and signal cache module;
The portable urination instrument and the mutual communication connection of Urine monitoring module, and connect the signal cache module, institute It states Urine monitoring module and connects the signal processing module, the signal processing module is mutually communicated with the signal cache module Connection.
3. a kind of portable urination monitoring according to claim 2 and early warning system, which is characterized in that the portable row Urine instrument include casing (1), urine funnel (2), monitoring assembly (3), evacuating catheter (4), display screen (5), handle (6), operation button (7), Power module and hardware check module to hardware check;
The casing (1) is square structure, and the urine funnel (2) is inclined at the upper end of casing (1) lateral wall, the monitoring group The inlet tube of part (3) upper end connects the urine outlet of the urine funnel (2), and the outlet of lower end connects evacuating catheter (4);
The display screen (5) setting is in the upper end for deviating from urine funnel (2) side wall, handle (6) setting side where with urine funnel (2) The adjacent sidewall upper of wall, the operation button (7) setting below display screen (5), operation button (7) include move right by Key, numerical value add key and setting button;
The power module includes charging interface (8), power switch (9) and battery, and the power supply that charging interface (8) connects battery is defeated Enter end, power switch (9) setting connects the monitoring assembly (3), display in power output end, the power output end of the battery Shield (5) and operation button (7);
The urine collecting hole of the urine funnel (2) is in ingot shape, and the lower sidewalls of urine funnel (2) are in the arcuate structure of convex;The urination Pipe (4) is L-shaped, and the outlet of evacuating catheter (4) faces away from the direction of urine funnel (2);The handle (6) is in inverted L shape;
The monitoring assembly (3), display screen (5) and hardware check module are electrically connected with the Urine monitoring module.
4. a kind of portable urination monitoring according to claim 3 and early warning system, which is characterized in that the Urine monitoring Module includes urine volume component, urination time component, specific gravity of urine component, urine pH component, urine glucose component, urinary albumin Component, urine nitrite component, urinary leukocyte component, urinary calcium component, urine occult blood component, urine ketone bodies component, uric acid component, urine flesh At least one of liver component.
5. a kind of portable urination monitoring according to claim 4 and early warning system, which is characterized in that the mobile terminal Including data storage module, data processing module, disease in the urological system evaluation and test module and alarm module, and to mobile terminal into User's interface of row management;
The signal processing module and the mutual communication connection of the data storage module, the data storage module and the data The mutual communication connection of processing module, the data processing module and the mutual communication connection of user's interface, the urinary system System disease evaluation and test module is located in the data processing module, and disease in the urological system module connects the alarm module, the police Show that module connects user's interface;
Shown mobile terminal includes mobile phone and/or tablet computer.
6. a kind of portable urination monitoring according to claim 5 and early warning system, which is characterized in that the cloud service Device includes cloud database and evaluation and test model correction module, and to the cloud management module that cloud server manages and maintains;
The data storage module and the mutual communication connection of the cloud database, the cloud database and the evaluation and test model The mutual communication connection of correction module.
7. a kind of portable urination monitoring according to claim 6 and early warning system, it is characterised in that: the wireless telecommunications Module includes at least one of bluetooth module, WIFI module, 3G communication module, 4G communication module, 5G communication module.
8. a kind of portable urination monitoring and method for early warning, which comprises the following steps:
The user information and Urine monitoring information of S1, portable equipment terminal acquisition user;
S2;Portable equipment terminal is by the user information of acquisition and Urine monitoring information, after being matched and being integrated, with digital signal Form be transferred to mobile terminal;
S3, mobile terminal receive portable equipment terminal institute's transmitting subscriber identify and Urine monitoring information, according to urinary system disease The disease evaluation and test model disease in the urological system current to user is evaluated and tested, and evaluation result is fed back to user, works as evaluation result When triggering the early-warning conditions of disease in the urological system, information warning is issued;
S4, mobile terminal upload user information, Urine monitoring information and evaluation result are to cloud server;
User information, Urine monitoring information and the evaluation result that S5, cloud server storage upload, and according to Urine monitoring information Disease in the urological system evaluation and test model is corrected;
Disease in the urological system evaluation and test model after correction is sent to mobile terminal and is updated by S6, cloud server.
9. a kind of portable urination monitoring according to claim 8 and method for early warning, which is characterized in that the Urine monitoring Information includes urine volume information, urination time information, specific gravity of urine information, urine pH information, urine glucose information, urinary albumin Information, urine nitrite information, urinary leukocyte information, urinary calcium information, urine occult blood information, urine ketone bodies information, uric acid information, urine flesh At least one of liver information.
10. a kind of portable urination monitoring according to claim 8 and method for early warning, which is characterized in that
In S3 step, it is the number using the Urine monitoring data of user as deep learning that the disease in the urological system, which evaluates and tests model, It according to input, is analyzed, export the breaking-out risk class of disease in the urological system and is seen a doctor pre- using the neural network of deep learning It is alert;
In S5 step, disease in the urological system evaluation and test model is corrected, is according to defeated in mobile terminal Urine monitoring information Enter value and output valve, the early-warning conditions of deep learning neural network are updated, periodically sends the evaluation and test model after correction It is updated to mobile terminal.
CN201910339505.3A 2019-04-25 2019-04-25 A kind of portable urination monitoring and early warning system and method Pending CN110085311A (en)

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CN110742730A (en) * 2019-09-09 2020-02-04 深圳市新起点健康服务有限公司 Urine leakage monitoring system and method
CN111446001A (en) * 2020-03-09 2020-07-24 杭州电子科技大学 Intelligent system and method for crowd dynamic medical observation and isolation management
CN112802544A (en) * 2021-03-12 2021-05-14 杭州度安医学检验实验室有限公司 System for predicting urinary calculus based on machine learning and metabonomics
TWI753506B (en) * 2020-07-24 2022-01-21 戴德森醫療財團法人嘉義基督教醫院 Method for predicting nighttime urination
CN116189896A (en) * 2023-04-24 2023-05-30 北京快舒尔医疗技术有限公司 Cloud-based diabetes health data early warning method and system
CN117457208A (en) * 2023-11-03 2024-01-26 青岛众精普汇医学科技有限公司 Urine digital health management system based on data analysis

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CN110742730A (en) * 2019-09-09 2020-02-04 深圳市新起点健康服务有限公司 Urine leakage monitoring system and method
CN111446001A (en) * 2020-03-09 2020-07-24 杭州电子科技大学 Intelligent system and method for crowd dynamic medical observation and isolation management
TWI753506B (en) * 2020-07-24 2022-01-21 戴德森醫療財團法人嘉義基督教醫院 Method for predicting nighttime urination
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CN117457208A (en) * 2023-11-03 2024-01-26 青岛众精普汇医学科技有限公司 Urine digital health management system based on data analysis
CN117457208B (en) * 2023-11-03 2024-04-23 青岛众精普汇医学科技有限公司 Urine digital health management system based on data analysis

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Application publication date: 20190802