CN109147889A - A kind of managing medical information platform - Google Patents
A kind of managing medical information platform Download PDFInfo
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- CN109147889A CN109147889A CN201811032704.1A CN201811032704A CN109147889A CN 109147889 A CN109147889 A CN 109147889A CN 201811032704 A CN201811032704 A CN 201811032704A CN 109147889 A CN109147889 A CN 109147889A
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- G—PHYSICS
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- 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
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- 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
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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, 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) gray processing processing is carried out to face-image；
(2) centered on pixel p (i, j), the rectangular window that a size is (2A+1,2A+1) is chosen, ash is calculated separately
Gray scale absolute difference in face-image after degreeization in pixel p (i, j) and rectangular window between residual pixel point, wherein
Gray scale absolute difference between pixel p (i, j) and pixel q (m, n) can be calculated using following formula:
In formula, ZpqIt is the gray scale absolute value of pixel p (i, j) Yu pixel q (m, n),For pixel
The Gauss weighted euclidean distance of point p and pixel q, α are the standard deviation of Gaussian function, and h is the denoising factor of setting, i, j difference
For the abscissa and ordinate of pixel p, m, n are respectively the abscissa and ordinate of pixel q, and g (p) is the ash of pixel p
Angle value, g (q) are the gray value of pixel q, and Φ is the set that the residual pixel point in rectangular window not comprising pixel p is constituted；
(3) the gray scale absolute difference in obtained pixel p (i, j) and rectangular window between residual pixel point is risen
Sequence arrangement, obtains the set of ascending order arrangementWherein, kaFor gray scale absolute difference
In a-th the smallest element, a new absolute difference order is determined according to set Γ:
In formula, w is the positive integer being manually set, and value range is: 2≤w≤(2A+1)2- 1, Sq (p) is about pixel
The new absolute difference order of point p；
(4) according to obtained new absolute difference order, the value degree value of pixel p is calculated:
In formula, χ1、χ2For preset threshold constant, and meet χ1> χ2, V (p) is the value degree value of pixel p, the valence
Extent value value is used to measure the degree that the pixel belongs to noise spot, and η is the exponential factor of setting, meets 1≤η≤4, works as V
(p)=0 when, showing pixel p certainly is noise pixel point, and as V (p)=1, showing pixel p not is noise pixel point；
(5) according to the value degree value of pixel p, the denoising estimated value of pixel p is calculated using following formula,
In formula,For the denoising estimated value of pixel p,For centered on pixel p, size is (2A+1,2A
+ 1) average gray value of all pixels point in rectangular window, g (p) are the gray value of pixel p；
All pixels point in face-image after traversing gray processing, and estimated with the denoising for each pixel being calculated
The gray value of value replacement respective pixel point, the set that replaced all pixels point is constituted are the face-image after denoising.
The utility model has the advantages that measuring each picture in the face-image after gray processing by customized value degree value calculation formula
Size a possibility that belonging to noise spot of vegetarian refreshments, and then realize the calculating to each pixel denoising estimated value, after obtaining denoising
Each pixel gray value, which not only allows for the Gauss in pixel and its rectangular window between residual pixel point
The influence of weighted euclidean distance, it is also considered that in pixel and its rectangular window between residual pixel point spatial position influence,
And then accurate denoising of the realization to face-image, improve subsequent precision and speed to recognition of face.
Preferably, the face-image after described pair of denoising carries out enhancing processing, specifically:
(1) face-image after denoising is transformed from a spatial domain into fuzzy field using customized subordinating degree function, wherein
Customized subordinating degree function are as follows:
In formula, hxyIt is that (x, y) pixel is subordinate to angle value, Q for coordinate in the face-image after denoisingxyAfter denoising
Coordinate is the gray value of (x, y) pixel, Q in face-imagemaxFor the maximum gradation value of the face-image after denoising, QminTo go
The minimum gradation value of face-image after making an uproar,For preset fuzzy coefficient；
All pixels point in the face-image after denoising is traversed, the person in servitude of all pixels point in the face-image after being denoised
Belong to angle value；
(2) in fuzzy field to being subordinate to angle value hxyIt is modified, obtaining revised coordinate is being subordinate to for (x, y) pixel
Angle value h 'xy；
(3) it is subordinate to angle value h ' to what is obtainedxyInverse transformation is carried out, the face-image after denoising is transformed into space from fuzzy field
Domain, inverse transformation formula are as follows:
In formula, Q 'xyTo obtain the gray value at pixel (x, y) after inverse transformation；
Traverse fuzzy field in all pixels point, all pixels point constitute set be enhance treated face figure
Picture.
The utility model has the advantages that by customized subordinating degree function by the face-image after denoising by space field transformation to fuzzy
Domain, and the angle value that is subordinate to of each pixel being modified in fuzzy field, the algorithm by fuzzy field to each pixel
The angle value that is subordinate to of point is modified, and is subordinate to angle value using revised as the new of pixel and is subordinate to angle value, and then reach image
The purpose of enhancing, the way remain the brightness of image itself, the remnants of the face-image after capable of also inhibiting denoising well
Noise is conducive to subsequent accurately identify patient identity.
Preferably, it is described in fuzzy field to being subordinate to angle value hxyIt is modified, obtaining revised coordinate is (x, y) pixel
Point is subordinate to angle value h 'xy, specifically:
(1) in fuzzy field, centered on pixel B (x, y), the window W that a size is P × P is chosen, in the window
An interior customized fuzzy contrast, the expression formula of fuzzy contrast are as follows:
In formula, ConfFor fuzzy contrast angle value, hxyIt is the angle value that is subordinate to of pixel B (x, y), hmaxFor degree of membership in window W
The maximum value of value, hminFor the minimum value for being subordinate to angle value in window W, γ is customized parameter factors；
(2) obtained fuzzy contrast is subjected to nonlinear transformation, nonlinear transformation formula are as follows:
In formula, Con 'fFor ConfThe fuzzy contrast correction value obtained after nonlinear transformation, k1、k2、k3For weight system
Number, and meet k1>=0, k2>=0, k3>=0, k1+k2+k3=1, v are the customized parameter regulation factor；
(3) according to obtained Con 'f, using following formula to being subordinate to angle value hxyIt is modified:
In formula, h 'xyIt is subordinate to angle value, H for revised pixel B (x, y)cFor customized fuzzy membership threshold value.
The utility model has the advantages that by hxyIt is modified, and then reaches and the face-image after denoising is increased in fuzzy field
Strong purpose, this algorithm determines the fuzzy contrast angle value of central pixel point in the window by selecting a window first, secondly right
Obtained fuzzy contrast angle value is modified, and is finally realized using revised fuzzy contrast angle value to being subordinate to angle value hxyMore
Newly, by second-order correction algorithm, the useful information in the face-image after denoising in fuzzy field can be highlighted and further suppressed
Residual noise in image improves the visual effect of image, is conducive to accurately identify patient identity, improves medical information
Manage the safety of 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 (5)
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 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.
4. managing medical information platform according to claim 3, 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.
5. managing medical information platform according to claim 4, characterized in that the face-image of the patient of described pair of acquisition
It is denoised, specifically:
(1) gray processing processing is carried out to face-image；
(2) centered on pixel p (i, j), the rectangular window that a size is (2A+1,2A+1) is chosen, gray processing is calculated separately
Gray scale absolute difference in face-image afterwards in pixel p (i, j) and rectangular window between residual pixel point, wherein pixel
Gray scale absolute difference between point p (i, j) and pixel q (m, n) can be calculated using following formula:
In formula, ZpqIt is the gray scale absolute value of pixel p (i, j) Yu pixel q (m, n),α is pixel p
With the Gauss weighted euclidean distance of pixel q, α is the standard deviation of Gaussian function, and h is the denoising factor of setting, and i, j are respectively picture
The abscissa and ordinate of vegetarian refreshments p, m, n are respectively the abscissa and ordinate of pixel q, and g (p) is the gray value of pixel p,
G (q) is the gray value of pixel q, and Ф is the set that the residual pixel point in rectangular window not comprising pixel p is constituted；
(3) the gray scale absolute difference in obtained pixel p (i, j) and rectangular window between residual pixel point is subjected to ascending order row
Column obtain the set of ascending order arrangementWherein, kaFor a in gray scale absolute difference
A the smallest element determines a new absolute difference order according to set Γ:
In formula, w is the positive integer being manually set, and value range is: 2≤w≤(2A+1)2- 1, Sq (p) is about pixel p's
New absolute difference order；
(4) according to obtained new absolute difference order, the value degree value of pixel p is calculated:
In formula, χ1、χ2For preset threshold constant, and meet χ1> χ2, V (p) is the value degree value of pixel p, the value journey
Angle value is used to measure the degree that the pixel belongs to noise spot, and η is the exponential factor of setting, meets 1≤η≤4, when V (p)=
When 0, showing pixel p certainly is noise pixel point, and as V (p)=1, showing pixel p not is noise pixel point；
(5) according to the value degree value of pixel p, the denoising estimated value of pixel p is calculated using following formula,
In formula,For the denoising estimated value of pixel p,For centered on pixel p, size is (2A+1,2A+1)
The average gray value of all pixels point in rectangular window, g (p) are the gray value of pixel p；
All pixels point in face-image after traversing gray processing, and replaced with the denoising estimated value for each pixel being calculated
The gray value of pixel is answered in commutation, and the set that replaced all pixels point is constituted is the face-image after denoising.
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| CN111710418A (en) * | 2020-08-01 | 2020-09-25 | 郭秀桥 | Face recognition diagnosis sharing 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 |
| CN113113097A (en) * | 2021-03-30 | 2021-07-13 | 深圳市冠标科技发展有限公司 | Medical device, medical data filing method, electronic device, and storage medium |
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2018
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| CN110189812A (en) * | 2019-05-31 | 2019-08-30 | 成都金盘电子科大多媒体技术有限公司 | A kind of contrast medium management system and management method |
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| CN110737728A (en) * | 2019-10-15 | 2020-01-31 | 深圳供电局有限公司 | Project domain topic analysis system based on big data analysis technology |
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| 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 |
| CN111710418A (en) * | 2020-08-01 | 2020-09-25 | 郭秀桥 | Face recognition diagnosis sharing system |
| CN113113097A (en) * | 2021-03-30 | 2021-07-13 | 深圳市冠标科技发展有限公司 | Medical device, medical data filing method, electronic device, and storage medium |
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Application publication date: 20190104 |