CN109411039A - A kind of managing medical information platform - Google Patents
A kind of managing medical information platform Download PDFInfo
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- CN109411039A CN109411039A CN201811204817.5A CN201811204817A CN109411039A CN 109411039 A CN109411039 A CN 109411039A CN 201811204817 A CN201811204817 A CN 201811204817A CN 109411039 A CN109411039 A CN 109411039A
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- module
- patient
- medical information
- face
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
Abstract
The invention discloses a kind of managing medical information platforms, the management platform includes background management system, service system and mobile terminal, background management system includes: back-end data memory module, Authority Verification module and information management module, service system is deployed in medical institutions, service system includes image capture module, data input module and message output module, and mobile terminal includes terminal data memory module, terminal input module, data simultaneous module and display module.The present invention can be effectively solved existing medical information platform and not be able to satisfy the problem that doctor sufficiently obtains requirement and the patient generated state of an illness data transfer inconvenience when transferring from one hospital to another of patient's state of an illness data information.
Description
Technical field
The present invention relates to medical information technical fields, and in particular to a kind of managing medical information platform.
Background technique
With the fast development of information technology, Medical service information is international trend.Domestic more and more doctors
Institute just accelerates to implement medical information platform, to improve the service level and core competitiveness of hospital.Informationization not only improves
The working efficiency of doctor makes doctor have more time patient services, more improves patient satisfaction and degree of belief, it is invisible it
In set up the technical character of hospital.Therefore, medical profession, which is applied, just becomes domestic doctor with gradually merging for infrastructure network platform
Institute, the new direction of especially large and medium-sized Hospital Informatization.
The medical industry process of IT application is developing rapidly, but there has been no the medical informations for entire medical industry at present
Platform is managed, is largely rested in hospital internal IT application in management construction, each hospital fights separately, and medical information cannot be total to
It enjoys, this just brings many problems, on the one hand, hospital wishes the state of an illness information of acquisition patient when for patient's diagnosis and treatment, including
Patient cases, medication history, allergic drug etc., it is impossible to meet this demands of hospital for existing medical information system；Another party
Face, patient generally require to carry a large amount of state of an illness data when seeing a doctor, and due to some regulations of present hospital, patient's not energy band
The original part for walking certain case histories needs the medical history information by original hospital to duplicate once the patient that needs to transfer from one hospital to another, will also be according to
The regulation of hospital handles corresponding entries, extremely inconvenient.
Summary of the invention
In view of the above-mentioned problems, the present invention provides a kind of managing medical information platform.
The purpose of the present invention is realized using following technical scheme:
A kind of managing medical information platform, comprising: background management system, service system and mobile terminal；The backstage pipe
Information exchange is realized by wireless network between reason system, service system and mobile terminal；After the background management system includes
Platform data memory module, Authority Verification module and information management module, the back-end data memory module are stored with all patients
Identity information, medical information and the verify data for verifying authorization, Authority Verification module be used to verify it is described it is mobile eventually
Whether end and service system have permission acquisition or modification medical information, and the information management module includes face identification unit and letter
Read-write cell is ceased, the face identification unit can be according to the identity information in the back-end data memory module from face-image
In identify the identity of patient, Card read/write unit can read and to the service system or mobile terminal transmission back-end data
Data in memory module, Card read/write unit can deposit back-end data according to the data that service system or mobile terminal transmit
Data in storage module are modified；The service system is deployed in medical institutions, and the service system includes Image Acquisition
Module, data input module and message output module, described image acquisition module are used to acquire the face-image of patient, and by institute
It states face-image to be sent to the background management system and obtain patient identity, the message output module can be to the backstage
The medical information of management system requested patient and the identity and medical information for exporting patient, the data input module can pass through
The information management module modifies to the data in the back-end data memory module；The mobile terminal includes number of terminals
According to memory module, terminal input module, data simultaneous module and display module, body is stored in the terminal data memory module
The medical information of part verification information and user, the authentication information are used for background management system verifying authorization, and data are same
Step module is able to use the medical information in medical information of the family in background management system and the data terminal memory module
It keeps synchronizing, the terminal input module is used to add new medical information into the terminal data memory module, described aobvious
Show that module can read the medical information in the terminal data memory module and show.
The invention has the benefit that compared with prior art, in technical solution of the present invention, by the way that back-stage management system is arranged
The medical information of system storage patient, setting service system are read and are modified the medical information of user by recognition of face, realize
Sharing for medical information, can allow doctor adequately to obtain the state of an illness information and personal information of patient, increase doctor to disease
The understanding and assurance of feelings, patient bring convenience without a large amount of data of carrying to hospital and patient, improve the effect of hospital
Rate can guarantee the precision and speed of identification using recognition of face；Authority Verification module can prevent calibration-based hearing loss evaluation
Leakage guarantees patient information security；Setting mobile terminal can allow user to carry at any time, the storage of mobile terminal built-in terminal data
Module, display module, and the medical information of data simultaneous module real-time synchronization user can be used family and be not equipped with service system
The medical information money of oneself is checked in the medical institutions of system or the region except medical institutions and the not region of network offline
Material greatly facilitates patient's medical treatment without paper sheet document is carried.
Detailed description of the invention
The present invention will be further described with reference to the accompanying drawings, but the embodiment in attached drawing is not constituted to any limit of the invention
System, for those of ordinary skill in the art, without creative efforts, can also obtain according to the following drawings
Other attached drawings.
Fig. 1 is a kind of logic diagram of managing medical information platform of the present invention；
Fig. 2 is the frame construction drawing of face identification unit.
Appended drawing reference: background management system 1；Service system 2；Mobile terminal 3；Wireless communication module 4；Back-end data storage
Module 11；Authority Verification module 12；Information management module 13；Backup memory module 14；Image capture module 21；Data input mould
Block 22；Message output module 23；Terminal data memory module 31；Terminal input module 32；Data simultaneous module 33；Display module
34；Password authentication module 35；Face identification unit 131；Card read/write unit 132；Denoise subelement 1311；Enhanson
1312；Feature extraction subelement 1313；Feature identifies subelement 1314.
Specific embodiment
The invention will be further described with the following Examples.
Referring to Fig. 1, a kind of managing medical information platform, the platform includes: background management system 1, service system 2 and movement
Terminal 3；Information exchange is realized by wireless network between the background management system 1, service system 2 and mobile terminal 3；At this
In inventive embodiments, module 4 realizes information by wireless communication between background management system 1, service system 2 and mobile terminal 3
Interaction.
The background management system 1 includes back-end data memory module 11, Authority Verification module 12 and information management module
13, the back-end data memory module 11 is stored with the identity informations of all patients, medical information and for verifying authorization
Verify data, Authority Verification module 12 is used to verify the mobile terminal and whether service system has permission acquisition or modification medical treatment
Information, the information management module 13 include face identification unit 131 and Card read/write unit 132, the face identification unit
131 can identify the identity of patient according to the identity information in the back-end data memory module 11 from face-image, letter
Breath read-write cell can read and transmit to the service system 2 or mobile terminal 3 data in back-end data memory module 11,
Card read/write unit 132 can be according to the data that service system 2 or mobile terminal 3 transmit in back-end data memory module 11
Data are modified；
The service system 2 is deployed in medical institutions, and the service system 2 includes image capture module 21, information record
Enter module 22 and message output module 23, described image acquisition module 21 is used to acquire the face-image of patient, and by the face
Portion's image is sent to the background management system 1 and obtains patient identity, and the message output module 23 can be to the backstage
Management system 1 requests the medical information of patient and exports the identity and medical information of patient, and the data input module 22 can
It is modified by the information management module 13 to the data in the back-end data memory module 11；
The mobile terminal 3 includes terminal data memory module 31, terminal input module 32, data simultaneous module 33 and shows
Show module 34, authentication information and the medical information of user, the identity are stored in the terminal data memory module 31
Verification information is used for background management system verifying authorization, and data simultaneous module 33 is able to use family in background management system 1
Medical information it is synchronous with the medical information holding in the terminal data memory module 31, the terminal input module 32 is used to
New medical information is added into the terminal data memory module 31, the display module 34 can read the terminal data
Medical information in memory module 31 is simultaneously shown.
The invention has the benefit that compared with prior art, in technical solution of the present invention, by the way that back-stage management system is arranged
The medical information of 1 storage patient of system, setting service system 2 are read and are modified the medical information of user by recognition of face, realize
Medical information it is shared, doctor can be allowed adequately to obtain the state of an illness information and personal information of patient, increase doctor to patient
The understanding and assurance of the state of an illness, patient bring convenience without a large amount of data of carrying to hospital and patient, improve hospital
Efficiency can guarantee the precision and speed of identification using recognition of face；Authority Verification module 12 can prevent patient medical from believing
The leakage of breath guarantees patient information security；Setting mobile terminal 3 can allow user to carry at any time, mobile terminal built-in terminal number
According to memory module 31, display module 34, and the medical information of 33 real-time synchronization user of data simultaneous module, family can be used and do not having
There are the medical institutions of outfit service system or the region except medical institutions and oneself is not checked in the region of network offline
Medical information data, without carry paper sheet document, greatly facilitate patient medical treatment.
Preferably, it is also stored in the terminal data memory module 31 and checks password, the mobile terminal 3 further includes close
Code authentication module 35, the password authentication module 35 is by checking password come the identity of verification operation person, the display module 34
It is verified before acquisition, display or modification medical information using the password authentication module 35 with terminal input module 32.
The utility model has the advantages that personal medical information is let out after setting checks that password can prevent customer mobile terminal from losing
Leakage, has effectively ensured the personal data safety of user.
Preferably, described to check that password is stored using irreversible encryption mode.
Preferably, the background management system 1 further includes backup memory module 14, and the backup memory module 14 can be real
Now the total data of the back-end data memory module 11 is backed up.
The utility model has the advantages that the background management system 1 includes backup memory module 14, the backup memory module 14 can be real
When the total data of back-end data memory module 11 is backed up, which ensure that data safety, when back-end data store
When 11 failure of module, data can be restored from backup memory module 14, keep entire platform more reliable and more stable.
Preferably, referring to fig. 2, the face identification unit 131 include denoising subelement 1311, enhanson 1312,
Feature extraction subelement 1313 and feature identify subelement 1314；
The denoising subelement 1311, the face-image for the patient to acquisition denoises；The enhanson
1312, for carrying out enhancing processing to the face-image after denoising；The feature extraction subelement 1313 is used for from enhanced
The face features vector of patient is extracted in face-image, and is believed using the face features vector as the identity of patient
Breath；The feature identifies subelement 1314, for depositing the identity information of obtained patient and the back-end data memory module
The identity information of all patients of storage is matched, and determines the identity of patient.
Preferably, the face-image of the patient of described pair of acquisition denoises, specifically:
(1) face-image of patient is subjected to gray processing processing；
(2) M layers of wavelet decomposition are carried out using face-image of the wavelet transformation to the patient after gray processing, obtains one group of small echo
Coefficient；
(3) threshold process is carried out to the wavelet coefficient of each decomposition layer respectively using thresholding functions, wherein described
Thresholding functions are as follows:
In formula, k 'n,mFor m layers of n-th of wavelet coefficient after denoising, kn,mFor m layers of n-th of small echo before denoising
Coefficient, λ1,mFor the bottom threshold value of m layers of wavelet coefficient of setting, λ2,mFor the upper threshold of m layers of wavelet coefficient of setting
Value, andFor a proportionality coefficient, meetA, η is form factor, and sgn (f) is sign function,
When f is positive number, 1 is taken, when being negative, takes -1；
(3) wavelet coefficient after denoising is reconstructed using wavelet transformation, the face-image of the patient after being denoised.
The utility model has the advantages that carrying out threshold process, the threshold to the wavelet coefficient of different decomposition layer respectively using thresholding functions
Value Processing Algorithm can adaptively remove the random noise in the face-image of patient according to the wavelet coefficient of each decomposition layer；
In thresholding functions, a, η are form factor, which is used to control the shape of threshold function table in each section, that is, controls
Attenuation degree；According to λ1,m、λ2,mWith kn,mAbsolute value size relation, select different threshold function tables to be denoised, the algorithm
The random noise that can be effectively removed in the face-image of patient retains the effective information in the face-image of patient, simultaneously
The thresholding functions are in λ1,mAnd λ2,mPlace is continuous, the additional shake that the face-image of the patient after capable of effectively avoiding denoising generates
It swings, in Near Threshold, which has preferable smooth transition band, so that the face of the patient after the denoising arrived
Image closer to true picture, be conducive to it is subsequent patient identity is accurately identified, improve managing medical information platform
Safety.
In one embodiment, denoising is carried out using face-image of the method for threshold value to patient, it can be by setting
Fixed fixed a upper threshold value and bottom threshold value
One more preferably in embodiment, upper threshold value λ2,mIt is calculated using following formula:
In formula, λ2,mFor the upper threshold value of m layers of wavelet coefficient, Cn,mFor n-th of wavelet systems of m layers of wavelet coefficient
Number, NmFor the number of m layers of wavelet coefficient,For the average value of all wavelet coefficients, θ1、θ2For weight coefficient, meet θ1+θ2
=1.
The utility model has the advantages that when solving the upper threshold value of each decomposition layer, by the average value for seeking all wavelet coefficients
And the mean value of the quadratic sum of m layers of wavelet coefficient, and then the upper threshold value of m layers of wavelet coefficient is solved, which can
The case where according to each decomposition layer adaptive each layer of determination of upper threshold value and bottom threshold value, and then select different
To realize denoising, which avoids setting fixed threshold bring noise wavelet coefficients quilt for upper threshold value and bottom threshold value
It remains, and to still remain much noise in the face-image of the patient after denoising, while also avoiding will be useful
Wavelet coefficient treats as noise information, and makes the target after denoising too smooth, has lost detailed information；And select different threshold values
It carries out denoising and also improves the accuracy of denoising.
Preferably, the face-image of the patient after described pair of denoising carries out enhancing processing, specifically:
(1) face-image of the patient after denoising is transformed from a spatial domain to using customized subordinating degree function fuzzy
Domain, and calculate all pixels point in the face-image of the patient after denoising and be subordinate to angle value, wherein customized subordinating degree function
Are as follows:
In formula, μxyIt is the angle value that is subordinate to of the pixel at coordinate (x, y), pxyIt is in the face-image of the patient after denoising
The gray value of pixel at coordinate (x, y), pTFor preset threshold value, P is the maximum in the face-image of the patient after denoising
Gray value；
(2) in fuzzy field, it can be modified, be obtained by the angle value that is subordinate to of the nonlinear transformation to obtained each pixel
It is subordinate to angle value to each pixel is revised, wherein customized nonlinear transformation formula are as follows:
In formula, μ 'xyRevised for the pixel at coordinate (x, y) is subordinate to angle value, μxyFor the picture at coordinate (x, y)
Vegetarian refreshments is subordinate to angle value, μTFor pTIt is corresponding to be subordinate to angle value, μTIt can be calculated by the subordinating degree function of step (1)；
(3) the gray value for being subordinate to angle value and being converted to respective pixel point of revised pixel, after obtaining enhanced fuzzy
Patient face-image, wherein revised the pixel at coordinate (x, y) is subordinate to angle value μ 'xyBe converted to its gray scale
Value p 'xyFormula are as follows:
In formula, p 'xyIt is the gray value of the pixel at the coordinate (x, y) after inverse transformation；
All pixels point in fuzzy field is traversed, the set that all pixels point is constituted after inverse transformation is enhanced patient
Face-image.
The utility model has the advantages that the face-image of the patient after denoising is transformed from a spatial domain to using customized subordinating degree function
Fuzzy field is allowed in fuzzy field, and each pixel gray value is mapped in [0,1] section；By setting a threshold value pT, will denoise
The face-image of patient afterwards is divided into the higher region of gray level and the lower region of gray level, and respectively in the two regions
It is subordinate to angle value with pixel in different subordinating degree function domain, the lower part of gray level can be weakened by doing so,
Keep the gray level of corresponding pixel lower, while enhancing the higher part of gray level, makes the gray level of corresponding pixel more
Height achievees the purpose that image enhancement with this；By completing the enhancing to the face-image of the patient after denoising in fuzzy field
Processing, so that the face-image of the patient after denoising is effectively enhanced, so that the face-image of entire enhanced patient becomes
It while bright, can preferably retain the minutia in the face-image of patient, be conducive to the subsequent face-image to patient
Feature extraction and identification, improve the safety of managing medical information platform.
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than the present invention is protected
The limitation of range is protected, although explaining in detail referring to preferred embodiment to the present invention, those skilled in the art are answered
Work as understanding, it can be with modification or equivalent replacement of the technical solution of the present invention are made, without departing from the reality of technical solution of the present invention
Matter and range.
Claims (6)
1. a kind of managing medical information platform, characterized in that include: background management system, service system and mobile terminal；It is described
Information exchange is realized by wireless network between background management system, service system and mobile terminal；
The background management system includes back-end data memory module, Authority Verification module and information management module, the backstage
Data memory module is stored with the identity information, medical information and the verify data for verifying authorization of all patients, permission
Authentication module is used to verify the mobile terminal and whether service system has permission acquisition or modification medical information, the message tube
Managing module includes face identification unit and Card read/write unit, and the face identification unit can be stored according to the back-end data
Identity information in module identifies the identity of patient from face-image, and Card read/write unit can read and to the service
Data in system or mobile terminal transmission back-end data memory module, Card read/write unit can be according to service system or movement
The data of terminal transmission modify to the data in back-end data memory module；
The service system is deployed in medical institutions, the service system include image capture module, data input module and
Message output module, described image acquisition module are used to acquire the face-image of patient, and the face-image is sent to institute
It states background management system and obtains patient identity, the message output module can request patient's to the background management system
Medical information and the identity and medical information for exporting patient, the data input module can pass through the information management module pair
Data in the back-end data memory module are modified；
The mobile terminal includes terminal data memory module, terminal input module, data simultaneous module and display module, described
Authentication information and the medical information of user are stored in terminal data memory module, the authentication information is for backward
Platform management system verifying authorization, data simultaneous module are able to use medical information of the family in background management system and the terminal
Medical information in data memory module keeps synchronizing, and the terminal input module is used into the terminal data memory module
New medical information is added, the display module can read the medical information in the terminal data memory module and show
Come.
2. managing medical information platform according to claim 1, characterized in that also deposited in the terminal data memory module
It contains and checks password, the mobile terminal further includes password authentication module, and the password authentication module is tested by checking password
The identity of operator, the display module and terminal input module are demonstrate,proved before acquisition, display or modification medical information using described
Password authentication module is verified.
3. managing medical information platform according to claim 2, characterized in that described to check password using irreversible encryption
Mode stores.
4. managing medical information platform according to claim 1, characterized in that the background management system further includes backup
Memory module, the backup memory module, which can be realized, backs up the total data of the back-end data memory module.
5. managing medical information platform according to claim 4, characterized in that the face identification unit includes denoising
Unit, enhanson, feature extraction subelement and feature identify subelement；
The denoising subelement, the face-image for the patient to acquisition denoise；
The enhanson, for carrying out enhancing processing to the face-image after denoising；
The feature extraction subelement, for extracting the face features vector of patient from enhanced face-image, and
Using the face features vector as the identity information of patient；
The feature identifies subelement, for store the identity information of obtained patient and the back-end data memory module
The identity information of all patients is matched, and determines the identity of patient.
6. managing medical information platform according to claim 5, characterized in that the face-image of the patient of described pair of acquisition
It is denoised, specifically:
(1) face-image of patient is subjected to gray processing processing；
(2) M layers of wavelet decomposition are carried out using face-image of the wavelet transformation to the patient after gray processing, obtains one group of wavelet systems
Number；
(3) threshold process is carried out to the wavelet coefficient of each decomposition layer respectively using thresholding functions, wherein the threshold value
Handle function are as follows:
In formula, k 'n,mFor m layers of n-th of wavelet coefficient after denoising, kn,mFor m layers of n-th of wavelet systems before denoising
Number, λ1,mFor the bottom threshold value of m layers of wavelet coefficient of setting, λ2,mFor the upper threshold value of m layers of wavelet coefficient of setting,
And λ2,m=ζ λ1,m, ζ is a proportionality coefficient, meets 0 < ζ < 1, and a, η are form factor, and sgn (f) is sign function, when f is
When positive number, 1 is taken, when being negative, takes -1；
(3) wavelet coefficient after denoising is reconstructed using wavelet transformation, the face-image of the patient after being denoised.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110502592A (en) * | 2019-08-27 | 2019-11-26 | 深圳供电局有限公司 | Item domains subject analysis system based on big data analysis technology |
| CN110993122A (en) * | 2019-11-01 | 2020-04-10 | 广东炬海科技股份有限公司 | Medical health information management system based on cloud computing |
| CN111081358A (en) * | 2019-11-01 | 2020-04-28 | 广东炬海科技股份有限公司 | Medical personnel resource matching analysis system based on big data |
| CN111104433A (en) * | 2019-11-01 | 2020-05-05 | 广东炬海科技股份有限公司 | Personalized medical knowledge teaching management system |
| CN111951949A (en) * | 2020-01-21 | 2020-11-17 | 梅里医疗科技(洋浦)有限责任公司 | Intelligent nursing interaction system for intelligent ward |
| CN112735547A (en) * | 2021-01-07 | 2021-04-30 | 中科魔镜(深圳)科技发展有限公司 | Hospital background management system based on big data |
| CN113270176A (en) * | 2021-05-19 | 2021-08-17 | 山东起跑线母婴健康管理有限公司 | Delivery pre-and post-state information processing system |
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2018
- 2018-10-16 CN CN201811204817.5A patent/CN109411039A/en not_active Withdrawn
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110502592A (en) * | 2019-08-27 | 2019-11-26 | 深圳供电局有限公司 | Item domains subject analysis system based on big data analysis technology |
| CN110502592B (en) * | 2019-08-27 | 2023-08-11 | 深圳供电局有限公司 | Project domain topic analysis system based on big data analysis technology |
| CN110993122A (en) * | 2019-11-01 | 2020-04-10 | 广东炬海科技股份有限公司 | Medical health information management system based on cloud computing |
| CN111081358A (en) * | 2019-11-01 | 2020-04-28 | 广东炬海科技股份有限公司 | Medical personnel resource matching analysis system based on big data |
| CN111104433A (en) * | 2019-11-01 | 2020-05-05 | 广东炬海科技股份有限公司 | Personalized medical knowledge teaching management system |
| CN111951949A (en) * | 2020-01-21 | 2020-11-17 | 梅里医疗科技(洋浦)有限责任公司 | Intelligent nursing interaction system for intelligent ward |
| CN111951949B (en) * | 2020-01-21 | 2021-11-09 | 武汉博科国泰信息技术有限公司 | Intelligent nursing interaction system for intelligent ward |
| CN112735547A (en) * | 2021-01-07 | 2021-04-30 | 中科魔镜(深圳)科技发展有限公司 | Hospital background management system based on big data |
| CN113270176A (en) * | 2021-05-19 | 2021-08-17 | 山东起跑线母婴健康管理有限公司 | Delivery pre-and post-state information processing system |
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Application publication date: 20190301 |