CN109124585A - For handling the method, apparatus and system of mammary gland data - Google Patents
For handling the method, apparatus and system of mammary gland data Download PDFInfo
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- CN109124585A CN109124585A CN201810916273.9A CN201810916273A CN109124585A CN 109124585 A CN109124585 A CN 109124585A CN 201810916273 A CN201810916273 A CN 201810916273A CN 109124585 A CN109124585 A CN 109124585A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/43—Detecting, measuring or recording for evaluating the reproductive systems
- A61B5/4306—Detecting, measuring or recording for evaluating the reproductive systems for evaluating the female reproductive systems, e.g. gynaecological evaluations
- A61B5/4312—Breast evaluation or disorder diagnosis
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0033—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room
- A61B5/004—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/05—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves
- A61B5/055—Detecting, measuring or recording for diagnosis by means of electric currents or magnetic fields; Measuring using microwaves or radio waves involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus for radiation diagnosis, e.g. combined with radiation therapy equipment
- A61B6/02—Devices for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
- A61B6/03—Computerised tomographs
- A61B6/032—Transmission computed tomography [CT]
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus for radiation diagnosis, e.g. combined with radiation therapy equipment
- A61B6/02—Devices for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
- A61B6/03—Computerised tomographs
- A61B6/037—Emission tomography
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus for radiation diagnosis, e.g. combined with radiation therapy equipment
- A61B6/50—Clinical applications
- A61B6/502—Clinical applications involving diagnosis of breast, i.e. mammography
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B8/00—Diagnosis using ultrasonic, sonic or infrasonic waves
- A61B8/52—Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
Abstract
The present invention relates to the method, apparatus and system for handling mammary gland data.It wherein, include: the sensing data of receiving terminal apparatus transmission applied to the method for data center, wherein the sensing data are acquired by the image sensing equipment being arranged on wearable device;Visible image is generated according to the sensing data;The visible image is normalized, normalization visible image is generated;Feedback information is generated according to the normalization visible image;And the feedback information is sent to the terminal device.The present invention can conveniently and efficiently carry out mammary gland data acquisition, and user can obtain data center to the feedback information after mammary gland data processing, increase the understanding to itself mammary gland position situation.
Description
Technical field
Present invention relates in general to data processing, more particularly, to for handling mammary gland data method, equipment and be
System.
Background technique
Breast cancer has become the kinds of tumor for threatening women physical and mental health at present.Global breast cancer incidence is from 20th century 70
Age end starts in rising trend always.In the early period of breast cancer, patient can not often perceive any symptom, when not feeling good
Zai Qu hospital checks, has all been often breast cancer advanced stage, has missed optimal treatment time.Breast cancer has become current social
Great public health problem.
Show downward trend from whole world Death Rate of Breast Cancer the 1990s, reason first is that breast cancer screening
Development.Currently, the clinical diagnosis of breast cancer depends on imageological examination.
Although imageological examination has obtained major application in clinic, imaging device is generally bulky, and expense is high,
Only larger medical mechanism is likely to purchase use.People can only go to medical institutions and check, very inconvenient, lead to people
Can not know the organic variation at mammary gland position at any time and in time, in this case it is still possible to miss golden hour.
Summary of the invention
In order to overcome the above-mentioned defects in the prior art, one aspect of the present invention provides a kind of for handling mammary gland number
According to method, the method be applied to data center, which comprises receiving terminal apparatus transmission sensing data, wherein
The sensing data are acquired by the image sensing equipment being arranged on wearable device;It can according to sensing data generation
Seeing image picture;The visible image is normalized, normalization visible image is generated;According to the normalization visible image
Generate feedback information;And the feedback information is sent to the terminal device.
Another aspect provides a kind of method for handling mammary gland data, the method is set applied to terminal
It is standby, which comprises the sensing data for receiving the mammary gland position of the tested user of wearable device transmission, wherein the sensing
Data are acquired by the image sensing equipment being arranged on the wearable device;The sensing data are transmitted in data
The heart;And receive the feedback information that the data center generates and sends according to the sensing data.
It is yet another aspect of the present invention to provide a kind of for handling the data center of mammary gland data, data center's packet
It includes: the second data reception module, for the sensing data of receiving terminal apparatus transmission, wherein the sensing data are by being arranged in
What the image sensing equipment on wearable device acquired;First video generation module, can for being generated according to the sensing data
Seeing image picture;Module is normalized, for the visible image to be normalized, generates normalization visible image;Feedback letter
Generation module is ceased, for generating feedback information according to the normalization visible image;And Feedback information sending module, for
The terminal device sends the feedback information.
Another aspect of the present invention provides a kind of for handling the terminal device of mammary gland data, and the terminal device includes:
First data reception module, the sensing data at the mammary gland position of the tested user for receiving wearable device transmission, wherein institute
Stating sensing data is acquired by the image sensing equipment being arranged on the wearable device;Data transmission module, being used for will
The sensing data are transmitted to data center;And feedback information receiving module, for receiving the data center according to
The feedback information for sensing data and generating and sending.
It is yet another aspect of the present invention to provide a kind of systems for handling mammary gland data, including wearable device, terminal
Equipment and data center.Wherein, the wearable device is used for: being obtained the image sensing being arranged on the wearable device and is set
The sensing data at the mammary gland position of the tested user of standby acquisition;And the sensing data are transmitted to the terminal device.Institute
It states terminal device to be used for: receiving the sensing data at the mammary gland position of the tested user of the wearable device transmission;By institute
It states sensing data and is transmitted to the data center;And it receives the data center and is generated and sent according to the sensing data
Feedback information.The data center is used for: receiving the sensing data of the terminal device transmission;According to the sensing number
According to generation visible image;The visible image is normalized, normalization visible image is generated;According to the normalization
Visible image generates the feedback information;And the feedback information is sent to the terminal device.
The method, apparatus and system for handling mammary gland data that aspect of the invention proposes can be carried out conveniently and efficiently
Mammary gland data acquisition, and user can obtain data center to the feedback information after mammary gland data processing, increase to itself
The understanding of mammary gland position situation.
Detailed description of the invention
The following detailed description is read with reference to the accompanying drawings, above-mentioned and other purposes, the feature of embodiment of the present invention
It will become prone to understand with advantage.In the accompanying drawings, several implementations of the invention are shown by way of example rather than limitation
Mode, in which:
Fig. 1 shows the flow chart of the method for handling mammary gland data of embodiment according to the present invention;
Fig. 2 shows the block diagrams of the system for handling mammary gland data of embodiment according to the present invention.
In the accompanying drawings, identical or corresponding label indicates identical or corresponding part.
Specific embodiment
The principle and spirit of the invention are described below with reference to several illustrative embodiments.It should be appreciated that providing this
A little embodiments are used for the purpose of making those skilled in the art can better understand that realizing the present invention in turn, and be not with any
Mode limits the scope of the invention.
Although being noted that the statements such as " first " used herein, " second " to describe embodiments of the present invention not
Same module, step and data etc., still the statement such as " first ", " second " is merely in different modules, step and data etc.
Between distinguish, and be not offered as specific sequence or significance level.In fact, the statements such as " first ", " second " are complete
It may be used interchangeably.
As shown in Figure 1, embodiments of the present invention propose it is a kind of for handling the method 100 of mammary gland data, this method
100 include step S101-S110.
In step s101, wearable device obtains the sensing data at the mammary gland position of tested user, wherein sensing data
It is to be acquired by the image sensing equipment being arranged on wearable device.
In some embodiments, wearable device can be the brassiere, vest, bib etc. that may be worn on testee's chest
Deng being also possible to the equipment for being worn on other positions of testee.
In some embodiments, image sensing equipment may include: X-ray equipment, thermal imaging apparatus, magnetic resonance imaging
(Magnetic Resonance Imaging, MRI) equipment, ultrasonic device, computed tomography (Computed
Tomography, CT) equipment, mammography equipment, positron emission tomoscan (Positron emission
Tomography, PET) equipment etc..Alternatively, image sensing equipment can also include synthetic image sensor device, such as positron
Emit CT Scan (Positron Emission Tomography with Computed Tomography, PET/
CT) equipment, single-photon emit CT Scan (Single Photon Emission Computed Tomography
With Computed Tomography, SPECT/CT) equipment etc..As an example, thermal imaging apparatus may include infrared imaging
Equipment.
In step s 102, wearable device is transmitted to terminal device for data are sensed.
In step s 103, terminal device receives sensing data.
As an example, terminal device may include mobile intelligent terminal equipment, for example, mobile phone, laptop computer,
Portable computer, tablet computer, personal digital assistant (Personal Digital Assistant, PDA), mobile image or
Video player etc..Alternatively, terminal device may include fixed terminal equipment, for example, desktop computer etc..
As another example, terminal device can be independent controlling terminal, or be also possible to match with wearable device
The controlling terminal used is covered, wired or wireless communication can be carried out with wearable device.For example, controlling terminal can be tool
There is the remote controler of display function, or can be the controller that there is compatible wired data interface with wearable device.
As an example, between wearable device and terminal device data transmission may include wired data transfer and wirelessly
Data transmission.Wired data transfer can for example pass through universal serial bus (Universal Serial Bus, USB), video
Graphic array (Video Graphics Array, VGA), digital visual interface (Digital Visual Interface,
DVI), display interface (DisplayPort, DP), high-definition multimedia interface (High Definition Multimedia
Interface, HDMI) etc..Wireless data transmission can for example pass through bluetooth, WiFi, near-field communication (Near Field
Communication, NFC) etc..
In step S104, terminal device is transmitted to data center for data are sensed.
In step s105, data center receives sensing data.
As an example, data center can be data processing and diagnostic center by medical institutions' setting.Compared to terminal
For equipment, data center can have the energy of more memory capacity, faster computing capability and the relatively large data of processing
Power.For example, data center may include server, mainframe computer etc..
As an example, the communication between terminal device and data center can pass through Internet protocol, various mobile communication
Network protocol etc..
In step s 106, data center generates visible image according to sensing data.
In step s 107, visible image is normalized in data center, generates normalization visible image.
Due to physical feeling size and shape all difference of different people, the visible image of acquisition also can different from,
Directly visible image can not be compared.The visible image of different testees can be normalized to standard by normalized
Image, to be conducive to further comparative analysis.
In step S108, data center generates feedback information according to normalization visible image.
In some embodiments, feedback information may include image abnormal information, medical diagnosis on disease information, image image
Quality information etc..Alternatively, feedback information may include visible image obtained from handling through data center.
In step S109, data center sends feedback information to terminal device.
In step s 110, terminal device receives feedback information.
The method for handling mammary gland data that above embodiment proposes, at least has the advantages that (1) passes through
Wearable device can conveniently and efficiently carry out image sensing, avoid lengthy and tedious journey required for user goes to medical institutions to detect
Sequence;(2) data are sensed by receiving first apart from the closer terminal device of wearable device, then to apart from farther away data center
The efficiency of data transmission can be improved in forwarding;(3) processing for sensing evidence and analysis are placed on data center to execute, can use
The computing capability of data center improves data-handling efficiency;(4) terminal device receives the feedback information of data center, so that with
Family can obtain data center to the feedback information after sensing data processing, increase the understanding to itself mammary gland position situation.
In some embodiments, data center can be corrected visible image.Since image sensing equipment acquires
The process of sensing data will receive relative position between the error of equipment itself, image sensing equipment and tested user and opposite
The influence of mobile, environmental factor etc., therefore may be distorted according to the visible image that such sensing data generate.To visual
Image, which is corrected, can be corrected or be compensated to the distortion of image, and the true image in tested position is preferably restored.
As an example, digital filtering technique can be used in correction, the integrated DSP (Digital Signal Processing in device handler
Device) unit, usually using elliptic filter filtering, Chebyshev filter, the flat filtering of Gauss.Filtering processing can remove shadow
Noise as in.As another example, correction may include geometric correction.Geometric correction can be with the wrong shape in correcting image
Become.
In some embodiments, terminal device can carry out picture quality enhancement processing, and visible image carries out coloring treatment, raw
At the visible image of coloring.The visible image that the sensing data acquired by image sensing equipment obtain is usually gray scale shadow
Picture may have several hundred a gray-scale levels.But the recognizable gray-scale level of human eye is limited, and can at most distinguish more than ten of gray scale
Rank, and it is higher to the discrimination of color image.Gray-scale level different in visible image is carried out to the coloring of different colours, Ke Yiti
The visibility of high visible image allows users to obtain more image detail informations.
In some embodiments, terminal device has both image identification function, and data center can will be with tested user's
The corresponding local image region of predetermined position is taken out, and enhances the color contrast in local image region.Predetermined position can
Be user or doctor concern region, there may be regions of lesion etc..Color contrast is improved for area-of-interest, it can
Further to clearly display image detail information, user or doctor is made to obtain useful crucial letter more intuitive and conveniently
Breath.
In some embodiments, visible image is normalized includes: the cream extracted in the visible image
Gland boundary;And according to the size of mammary gland boundary adjustment visible image, position and/or direction.As an example, mammary gland boundary mentions
Gradient vector can be calculated by first derivative by taking, and obtain the direction of vector, and find local gradient vectors using the direction
Maximum value.Since in the image of chest, the region that user and doctor most pay close attention to is mammary region, therefore, pass through what is extracted
The size of visible image, position and/or direction is normalized in mammary gland boundary, is conducive to key area in image and pre-
The image template first stored is compared, to be conducive to user and doctor's viewing and judge.
In some embodiments, method 100 can also include: terminal device according to sensing data generation visible image;
And display visible image.
As an example, the application program (APP) for generating and showing visible image can be equipped on terminal device.
In some embodiments, method 100 can also include: that terminal device refers to according to the first control of generation of sensing data
It enables;Terminal device sends first control instruction to wearable device.
Alternatively, method 100 can also include: data center according to sensing data the second control instruction of generation;In data
The heart sends second control instruction to wearable device and/or terminal device.
In some embodiments, method 100 can also include: wearable device reception control instruction, and according to control
System instruction controls wearable device, and wherein control instruction may include above-mentioned first control instruction and/or the second control
Instruction.
Although the execution of step may not it should be noted that the step of describing the above method in a particular order
In the described sequence, other execution sequences are also possible.For example, data center generates the step of feedback information and life
The step of at the second control instruction, can performed in any order, or can execute parallel.Similarly, terminal device
The step of reception feedback information of side, can execute after the step of generating and sending the first control instruction, hold in-between
Row, or can execute parallel.
In some embodiments, sensing data can be directly transferred to data center by wearable device.For example, at end
In the case that end equipment is not powered on or breaks down, or needing that the case where real-time data transmission is to data center will be sensed
Under, wearable device directly can transmit data to data center.
In some embodiments, the first control instruction and/or the second control instruction include the finger for starting or terminating acquisition
Enable, switch at least one of instruction, the instruction of switch data transmission mode of acquisition mode.
As an example, when the sensing data received are unintelligible or inaccurate, terminal device and/or data center can be with
The acquisition mode for being adjusted to wearable device to be more suitable for by sending control instruction.As another example, in discovery lesion
When position, terminal device and/or data center can control image sensing equipment for diseased region by sending control instruction
Do further careful data acquisition.Thereby, it is possible to improve the accuracy and precision of data acquisition.
As an example, acquisition mode may include continuous collecting mode, periodical acquisition mode, user's trigger-type acquisition mould
Formula, set time acquisition mode etc..Continuous collecting can be during testee dresses the wearable device, persistently be felt
Measured data acquisition.Periodical acquisition mode can be separated in time acquisition once, for example, adopting every a hour or one day
Collection is primary.User's trigger-type acquisition mode can be to be started to acquire after the sign on for receiving user, and is being received
Acquisition is terminated after the command for stopping of user.Set time acquisition mode may include carrying out at daily fixation several time points
Acquisition.
As an example, data-transmission mode may include: only to transmit data to terminal device;Only number is transmitted to data center
According to;To terminal device and data center's simultaneous transmission data etc..As another example, data-transmission mode may include: real-time
Data-transmission mode, that is, wearable device by the collected sensing real-time data transmission of image sensing equipment to terminal device and/
Or data center;Periodic data transmission mode, that is, sensing data are transferred to terminal every the fixed cycle and set by wearable device
Standby and/or data center;Trigger-type data-transmission mode, that is, wearable device is only receiving terminal device and/or data center
Transmission instruction after just will sensing data be transferred to terminal device and/or data center.
In some embodiments, feedback information may include diagnostic message.It is examined as an example, data center can use
Disconnected algorithm generates diagnostic message, and diagnosis algorithm can be experience, the physiological structure of mammary gland, typical mammary gland according to the doctor's diagnosis
One or more of disease case etc. and generate.Alternatively, data center can extract the key feature in visible image,
It is compared with the existing breast image data characteristic feature of storage, whether there is according to comparison result come Diagnosis of Breast image
It is abnormal, and abnormal severity.
Priori knowledge information is stored due to generating a large amount of memory space of diagnostic message needs, and needs quickly meter
Calculation ability, therefore, generating diagnostic message by data center can use data center with larger memory space and compared with Gao Yun
The advantage of calculation ability improves data-handling efficiency.
Another aspect provides a kind of for handling the system 200 of mammary gland data.The system 200 may include
Wearable device 210, terminal device 220 and data center 230.
Wherein, wearable device 210 may include: data acquisition module 211, be arranged for obtaining in wearable device
Image sensing equipment acquisition tested user mammary gland position sensing data;First data transmission module 212, for that will feel
Measured data is transmitted to terminal device.
Terminal device 220 may include: the first data reception module 221, for receiving the tested of wearable device transmission
The sensing data at the mammary gland position of user, wherein sensing data are the image sensing equipment acquisitions by being arranged on wearable device
's;Second data transmission module 222 is transmitted to data center for that will sense data;And feedback information receiving module 223,
The feedback information that center generates and sends according to sensing data for receiving data.
Data center 230 may include: the second data reception module 231, the sensing number for receiving terminal apparatus transmission
According to wherein sensing data are acquired by the image sensing equipment being arranged on wearable device;First video generation module
232, for generating visible image according to the sensing data;Module 233 is normalized, for place to be normalized to visible image
Reason generates normalization visible image;Feedback information generation module 234, for generating feedback information according to sensing data;And it is anti-
Feedforward information sending module 235, for sending feedback information to terminal device.
In some embodiments, data center 230 can also include: correction module, for carrying out school to visible image
Just;Staining module generates the visible image of coloring for carrying out coloring treatment to corrected visible image;Enhance module, uses
It is taken out in by local image corresponding with the predetermined position of tested user region, and enhances the color pair in local image region
Degree of ratio.
In some embodiments, normalization module 233 is used to extract the mammary gland boundary in visible image;And according to cream
Size, position and/or the direction of gland boundary adjustment visible image.
In some embodiments, terminal device 220 can also include: the second video generation module, for according to sensing
Data generate visible image;And image display module, for showing visible image.
In some embodiments, terminal device 220 can also include: the first control instruction generation module, be used for basis
It senses data and generates the first control instruction;And the first control instruction sending module, for sending the first control to wearable device
System instruction.
In some embodiments, data center 230 can also include the second control instruction generation module, for according to sense
Measured data generates the second control instruction;And the second control instruction sending module, for wearable device and/or terminal device
Send the second control instruction.
In some embodiments, wearable device 210 can also include third data transmission module, for that will sense number
According to being transmitted to data center.
In some embodiments, data center 230 can also include third data reception module, wearable for receiving
The sensing data of equipment transmission.
In some embodiments, the first control instruction and/or the second control instruction include the finger for starting or terminating acquisition
Enable, switch at least one of instruction, the instruction of switch data transmission mode of acquisition mode.
In some embodiments, feedback information may include diagnostic message.Also, terminal device can also include: to examine
Disconnected information display module, for showing diagnostic message.
Equipment realization of the invention can be completed using standard programming technology, using rule-based logic or other
Logic realizes database search, correlation step, comparison step and steps in decision-making.It should also be noted that herein and
The terms used in the claims " equipment " and " module " are intended to include the realization using a line or more multirow software code
And/or hardware realization and/or for receiving the equipment being manually entered.
In some embodiments, wearable device 210, terminal device 220 and the modules in data center 230
Function is opposite with the step being applied in wearable device, terminal device and the method for data center being outlined above respectively
It answers.Therefore, the specific example and beneficial effect of modules, may refer to the specific descriptions above for method and step,
This is repeated no more.
One or more combined individually or with other equipment can be used in any step, operation or program described herein
A hardware or software module are executed or are realized.In one embodiment, software module use includes comprising computer program
The computer program product of the computer-readable medium of code is realized, can be executed by computer processor any for executing
Or whole described step, operation or programs.
For the purpose of example and description, the preceding description that the present invention is implemented is had been presented for.Preceding description is not poor
Also not the really wanting of act property limits the invention to exact form disclosed, according to the above instruction there is likely to be various modifications and
Modification, or various changes and modifications may be obtained from the practice of the present invention.Select and describe these embodiments and be in order to
Illustrate the principle of the present invention and its practical application, so that those skilled in the art can be to be suitable for the special-purpose conceived
Come in a variety of embodiments with various modifications and utilize the present invention.
Claims (11)
1. a kind of method for handling mammary gland data, the method is applied to data center, which comprises
The sensing data of receiving terminal apparatus transmission, wherein the sensing data are the image senses by being arranged on wearable device
Measurement equipment acquisition;
Visible image is generated according to the sensing data;
The visible image is normalized, normalization visible image is generated;
Feedback information is generated according to the normalization visible image;And
The feedback information is sent to the terminal device.
2. according to the method described in claim 1, further include:
The visible image is corrected;
Coloring treatment is carried out to corrected visible image, generates the visible image of coloring;
Local image region corresponding with the predetermined position of the tested user is taken out, and enhances the local image area
The color contrast in domain.
3. according to the method described in claim 1, wherein, the visible image is normalized includes:
Extract the mammary gland boundary in the visible image;And
According to size, position and/or the direction of visible image described in the mammary gland boundary adjustment.
4. a kind of method for handling mammary gland data, the method is applied to terminal device, which comprises
The sensing data for receiving the mammary gland position of the tested user of wearable device transmission, wherein the sensing data are by being arranged
What the image sensing equipment on the wearable device acquired;
The sensing data are transmitted to data center;And
Receive the feedback information that the data center generates and sends according to the sensing data.
5. according to the method described in claim 4, further include:
Visible image is generated according to the sensing data;And
Show the visible image.
6. a kind of for handling the data center of mammary gland data, the data center includes:
Second data reception module, for the sensing data of receiving terminal apparatus transmission, wherein the sensing data are by being arranged
What the image sensing equipment on wearable device acquired;
First video generation module, for generating visible image according to the sensing data;
Module is normalized, for the visible image to be normalized, generates normalization visible image;
Feedback information generation module, for generating feedback information according to the normalization visible image;And
Feedback information sending module, for sending the feedback information to the terminal device.
7. data center according to claim 6, further includes:
Correction module, for being corrected to the visible image;
Staining module generates the visible image of coloring for carrying out coloring treatment to corrected visible image;
Enhance module, for taking out local image region corresponding with the predetermined position of the tested user, and enhances
The color contrast in the local image region.
8. data center according to claim 6, wherein the normalization module is used for:
Extract the mammary gland boundary in the visible image;And
According to size, position and/or the direction of visible image described in the mammary gland boundary adjustment.
9. a kind of for handling the terminal device of mammary gland data, the terminal device includes:
First data reception module, the sensing data at the mammary gland position of the tested user for receiving wearable device transmission,
Described in sensing data be to be acquired by the image sensing equipment being arranged on the wearable device;
Second data transmission module, for the sensing data to be transmitted to data center;And
Feedback information receiving module, the feedback letter generated and sent for receiving the data center according to the sensing data
Breath.
10. terminal device according to claim 9, further includes:
Second video generation module, for generating visible image according to the sensing data;And
Image display module, for showing the visible image.
11. a kind of system for handling mammary gland data, including wearable device, terminal device and data center, wherein
The wearable device is used for: obtaining the tested user for the image sensing equipment acquisition being arranged on the wearable device
Mammary gland position sensing data;And the sensing data are transmitted to the terminal device;
The terminal device is used for: receiving the sensing number at the mammary gland position of the tested user of the wearable device transmission
According to;The sensing data are transmitted to the data center;And it receives the data center and is given birth to according to the sensing data
At and send feedback information;
The data center is used for: receiving the sensing data of the terminal device transmission;It is generated according to the sensing data
Visible image;The visible image is normalized, normalization visible image is generated;It can seeing image according to the normalization
As generating the feedback information;And the feedback information is sent to the terminal device.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810916273.9A CN109124585A (en) | 2018-08-13 | 2018-08-13 | For handling the method, apparatus and system of mammary gland data |
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