CN107305598A - Individualized skin care products composition analysis device based on congenital skin quality information - Google Patents
Individualized skin care products composition analysis device based on congenital skin quality information Download PDFInfo
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- CN107305598A CN107305598A CN201610242454.9A CN201610242454A CN107305598A CN 107305598 A CN107305598 A CN 107305598A CN 201610242454 A CN201610242454 A CN 201610242454A CN 107305598 A CN107305598 A CN 107305598A
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Abstract
The present invention is a kind of individualized skin care products composition analysis device based on congenital skin quality information.Analysis server in the present invention can receive inputted personal information and skin related gene detection data, incoming skin quality typing data storehouse carries out comparing exchange again, personal congenital skin quality information is can obtain after analysis, and Analysis server then can be by the personal congenital incoming skin care products material composition database of skin quality information, by the skin care products composition species and dosage that can obtain being adapted to personal skin quality after polyfactorial confluence analysis.Analysis server can finally transfer data to Analytical Results Database storage, and be supplied to production control server to enter line access, automatically to allocate the skin care product for manufacturing personalized for oral administration and external application.Client can pass through this analysis system and reliably understand the congenital skin quality of itself, and manufacturer also can further thus platform efficient produces suitably individualized skin care product there is provided the product more efficient and safe to client.
Description
Technical field
The present invention is a kind of analytical equipment.Especially in accordance with personal information and skin related gene detection data, through chain
The Analysis server for connecing complex data storehouse integrates the individualized composition of computing acquirement skin care product, and links production control service
Device carries out the allotment manufacture of individualized skin care products.
Background technology
Cosmetics industry is a kind of combination science and technology, the Chemical Industry of aesthetics, and possesses high additive value, low stain
Deng good image.As the knowledge of personal body maintenance, beautification figure and skin quality is gradually widely known by the people, the skin of body or part is protected
Foster product are increasingly becoming the necessity in daily life.But personal skin quality varies with each individual, everyone congenital skin quality is all
Difference, required maintenance composition also difference therewith, therefore need to coordinate different individual physiques to make a change, can be more
Accurately attain the effect for promoting skin health, safeguarding nature skin quality.
Such as Taiwan patent I301890 " skin diagnosis and cosmetics select system and method ", skin shape is included
State database, two databases of cosmetics knowledge base, and logical operation process module, formula or product suggestion processing mould
Three modules of block and diagnostic recommendations output module.User is inputted after a skin condition, and system can obtain skin through comparison calculation
The skin most side of adaptation and product data.
And for example Taiwan patent M503619 " skin care products proposing apparatus ", is a kind of skin care products proposing apparatus, can be by defeated
The skin image entered, is compared with built-in skin condition data storehouse, and suitable skin diagnosis result is produced after analysis, and through guarantor
Support product data knowledge storehouse to find out most suitable skin care products formula and use scheduling, while providing cyber ordering to obtain correspondence user
The product of skin quality.
However, common people are difficult specifically and objectively describe skin condition, therefore obtained skin condition and can not accurate generation
The real healthy situation of table Skin Cell.If the method compared using image capture obtains skin quality data, it is only capable of being worked as
Preceding skin quality state, with needing the skin care product concept of long-term use different.If only according to personal subjective description or current skin
Matter selects skin care products, probably can be biased and can not react personal congenital constitution and the doubt of hiding skin state completely.
The present invention by confluence analysis by, to be oriented to, to be compared by the related genetic test of skin and obtain personal inborn flesh
Skin kenel and skin quality characteristic, and for everyone the different personalized skin care product of congenital skin quality allotment manufacture, to carry
For accurate, safe and effective skin care products, the effect safeguarded conditioning skin health, postpone external aging is reached.
The content of the invention
To solve technical deficiency at present, the present invention provide a kind of individualized skin care products based on congenital skin quality information into
Divide analytical equipment.The personal information of input and skin related gene can be detected the complex data of data automatically with linking by the device
Exchange Analysis is done in storehouse, finally can be automatically by the individualized composition that the result output for integrating computing is skin care product, and this is individualized
Composition information can make the suitable for oral administration and external application skin care product of manufacturer's allotment to client, it is efficiently and safely carried out flesh
Skin is maintained, with up to the purpose for promoting skin health, postponing external aging.
In order to achieve the above object, the invention provides a kind of individualized skin care products constituent analysis based on congenital skin quality information
Device, it comprises an Analysis server, a user interface, a production control server, a management control interface, a skin quality point
Type database, a skin care products material composition database, an Analytical Results Database.User interface linking parsing server there is provided
One simple, convenient mode carries out data access with browsing, and Analysis server can link complex data storehouse, the data of user's input
Integration computing can be carried out in Analysis server, skin quality typing data storehouse and skin care products material composition database, Analysis server is most
The data storage after interaction analysis can be extracted afterwards to Analytical Results Database, and analysis result data can be accessed through user interface
Storehouse, to obtain the historical data of constituent analysis；Production controls server also linking parsing result database, by with producing control
The management control interface of server connection, further access Analytical Results Database is personalized for oral administration to automate allotment manufacture
And external application skin care product.
It is made up of the technology and device of the present invention, user can detect from outside input personal information and skin related gene
Data, then can incoming skin quality typing data storehouse progress comparing exchange, the personal congenital skin quality letter of acquirement to Analysis server
This information and the incoming skin care products material composition database of personal information can be carried out confluence analysis by breath, Analysis server, to obtain
It is adapted to the skin care products composition species and dosage of individual's skin quality.Result data can finally be analyzed server and extract and store to analysis
Result database, while giving production control server enters line access.This individualized constituent analysis platform can quickly and in detail
Correspondence client is provided the skin care products composition information of congenital skin quality, further assists manufacturer's allotment manufacture reliable, effective exclusive
Skin care products, enables client to reach the mesh for promoting skin health, postponing external aging by suitable, safe individualized skin care products
's.
Brief description of the drawings
Fig. 1 is the block diagram of present pre-ferred embodiments system architecture.
Fig. 2 is the user interface diagram of present pre-ferred embodiments.
Fig. 3 is to be used for the congenital skin quality information schematic diagram of constituent analysis in the present invention.
Fig. 4 is to be used for the skin care products material composition information interface exemplary plot of formulation analysis in the present invention.
Fig. 5 is the skin care product formula information schematic diagram for being used to provide personalized for oral administration and external application in the present invention.
Fig. 6 is the platform in operation of the present invention and the block diagram of application.
The implication of used symbol is explained as follows in accompanying drawing：
The skin quality typing data storehouse of 10 user interface 20
The Analysis server of 30 skin care products material composition database 40
The 50 people's skin quality information of Analytical Results Database 51
The component dose information of 52 component type information 53
The 60 production control management control interfaces of server 70
100 personal informations and the name of genetic test data 1000
The sex of 1001 identity card font size 1002
1003 melanin stimulate the Filaggrin gene of 1 gene of hormone recipient 1004
The mnsod gene of 1005 interstitial collagenase, 1 gene 1006
The Methylene tetrahydrofolate reductase gene of 1007 glutathione S-transferase P1 genes 1008
The gene of cross complementing protein 1 is repaired in the excision of 1009 marrow Peroxidases 1010
The congenital identity card font size of skin quality information 2000 of 200 people
The skin quality gene of 2001 sex 2002
The function of 2003 testing result 2004 judges
The skin quality gene of 300 skin care products material composition information 3000
The corresponding material composition of 3001 raw material application mode 3002
The 3003 main skin care products formula informations of effectiveness 400
The skin quality gene of 4000 identity card font size 4001
4002 functions judge 4003 usage types
The main effectiveness of 4004 formula components 4005
4006 component doses
Embodiment
The present invention a preferred embodiment please join diagram 1, its comprising a user interface 10, a skin quality typing data storehouse 20,
One skin care products material composition database 30, an Analysis server 40, an Analytical Results Database 50, one production control server
60th, a management control interface 70.
User interface 10 can be connected by wirelessly or non-wirelessly network entry and with Analysis server 40, and Analysis server 40 is also
Reconnected with skin quality typing data storehouse 20, skin care products material composition database 30, Analytical Results Database more than 50.This analysis clothes
Be engaged in device 40 as data interacting operation and transmission center, to carry out the confluence analysis of data.Control interface 70 is managed to can pass through
Wirelessly or non-wirelessly network entry and it is connected with production control server 60, the production control meeting of server 60 and Analytical Results Database
50 link and carry out data access, to integrate the flow that manufacturer's allotment manufactures skin care products.
User can input the personal information and genetic test data of one or complex to analyzing clothes through user interface 10
Business device 40, Analysis server 40 can then send data to skin quality typing data storehouse 20 and carry out comparing exchange, to obtain
Personal congenital skin quality information.
Analysis server 40 can extract the congenital skin quality information and master data of individual, and be sent to skin care products raw material
Compositional data storehouse 30 carries out data analysis computing, to obtain the skin care products component prescription for being adapted to personal skin quality.
Analysis server 40 can extract personalized skin care products component prescription, and whole with congenital skin quality information and master data
Close, automatically by data format, storage to Analytical Results Database 50 is central to include personal skin quality information 51, component type letter
Breath 52, component dose information 53, all information all can pass through user interface 10 and are tracked and have access to.
Manufacturer can carry out the management and control of production control server 60 by managing control interface 70, and operation is accurate
Processing procedure correlation operation.Production control server 60 can access Analytical Results Database 50, the letter that manufacturer can be in database
The suitable skin care products of breath allotment, to be supplied to, client is reliable, effectively individualize exclusive skin care products, reach promotion skin health,
Postpone the effect of external aging.
A concrete application side of the individualized skin care products formulation analysis platform based on congenital skin quality information to illustrate the invention
Formula, refer to shown in Fig. 2.User can rapidly input plural personal information and genetic test in user interface 10 in the way of form
Data 100 are to Analysis server 40, and central information includes name 1000, identity card font size (or other code names) 1001, property
Other 1002, melanin stimulates the testing result of the gene 1003 (MC1R) of hormone recipient 1, Filaggrin gene 1004 (FLG)
Testing result, the testing result of the gene 1005 (MMP1) of interstitial collagenase 1, mnsod gene 1006
(SOD2) testing result, the testing result of glutathione S-transferase P1 genes 1007 (GSTP1), methylene tetrahydrofolate are also
The testing result of nitroreductase gene 1008 (MTHFR), the testing result of marrow Peroxidase 1009 (MPO), excision, which are repaired, hands over
Pitch the testing result of the gene 1010 (ERCC1) of complement protein 1；Information in form can be converted into data number by Analysis server 40
Group, to be used as Data Integration analysis.
The above-mentioned melanin referred to stimulates the gene 1003 (MC1R) of hormone recipient 1 to determine dermal melanin generation
Key gene, its ability power have impact on the speed of melanin generation.Melanin in addition to it can influence the depth of skin color,
Also it is relevant with the anti-ultraviolet ability of skin.When this gene ability is strong, the formation speed of melanin is fast, and skin is difficult to remain white
It is fair-skinned, but because melanin can absorb ultraviolet, therefore skin is also higher to the resistivity of ultraviolet.
Hold Fig. 2 schematically illustrate content, the quality and skin NMF of Filaggrin gene 1004 (FLG) function
Generation it is relevant.The health of skin has inseparable relation with the holding of its humidity, has maintenance skin humidity only, just may be used
Make skin in shape, possess elasticity, with gloss.When external environment condition is not good, skin surface humidity deficit when, body
The natural moisturizing mechanism of body can start, and increase the NMF of skin through the function of this gene, maintain skin humidity,
In face of the challenge of external environment.In addition, the outermost layer of human skin has a natural protective barrier, it can effectively block the external world
Pollutant enter deep skin and cause bacterium be difficult skin surface survive, allow skin be able to maintain that health state.
Filaggrin gene 1004 is also the important gene of this natural protective barrier of construction simultaneously, can be with through the effect of this gene
Make the natural protection mechanisms of skin perfect, skin will not be excessively sensitive, be difficult because the stimulation of external environment and caused by sense of discomfort.
Fig. 2 schematically illustrate content is held, the gene 1005 (MMP1) of interstitial collagenase 1 is to influence collagen in skin to contain
The important controlling gene of amount.When sunlight irradiates, the effect of this gene can cause the content of collagen in skin to reduce so that flesh
Skin follows the string, gradually aging.Collagen is composition important in vivo, and skin can be made to keep elasticity, reduce the generation of wrinkle,
Maintain the younger state of skin.Therefore, the ability of this gene is strong and weak has inseparable with whether skin easily produces wrinkle
Relation.
Fig. 2 schematically illustrate content is held, mnsod gene 1006 (SOD2) is internal removing free radical
Important gene.Process over time, the free radical that the situation of skin can be accumulated in vivo influences, and free radical can destroy skin
Cell, causes skin gradually aging, dim heavy.Pass through the effect of this gene, it is possible to reduce Skin Cell is caused by free radical
Injury, and then slow down the aging crisis of skin, maintain the youth and gloss of skin.
Fig. 2 schematically illustrate content is held, glutathione S-transferase P1 genes 1007 (GSTP1) are internal toxin expelling purifications
Key gene.This gene is not normal to cause hyperplasia to be produced with pressure, thus causes that skin is coarse, wrinkle occurs or spot etc.
Situation, severe patient may cause the generation of disease of skin.When this gene function is more complete, the functions of expelling toxin of skin cell is got over
It is good, it just can promote the skin sense that the water of skin is tender, compact, and also has purification even if not makeup.
Fig. 2 schematically illustrate content is held, Methylene tetrahydrofolate reductase gene 1008 (MTHFR) is to maintain folic acid metabolism
The key gene of path normal operation, it take part in the nutrient absorption of skin cell, and then cease manner of breathing with the newborn function of skin
Close.The dim heavy, aging of skin is all due to that folic acid metabolism is not normal caused.When the function of this gene is more complete, skin is newborn required
Raw material, once damage is i.e. renewable, has not only postponed the aging of skin, has also promoted the health of skin with regard to unexpected scarcity.
Hold Fig. 2 schematically illustrate content, the destructive material such as free radical often because skin cell is produced by pressure, except
Cause outside cellular damage, if now purge mechanism is not normal will make cell by secondary injury.Marrow Peroxidase 1009
(MPO) it is like street cleaner, this kind of destructive material is cleaned without restly.When the function of this gene is stronger, skin is thin
The basic reparation power of born of the same parents is also better, and destructive material residence time is shorter, and skin just away from inflammation, can maintain the skin of health
Matter and gloss.
Fig. 2 schematically illustrate content is held, the function that the gene 1010 (ERCC1) of cross complementing protein 1 is repaired in excision is repaiied with DNA
Answer a pager's call and be formed with pass, when DNA is damaged because of destructive material, just need to maintain by repair mechanism DNA integrality with just
True property, to enable the gene on DNA normally to act on.The bad habits such as ultraviolet irradiation, life stress and tobacco and wine can all be led
Cause DNA impaired and skin cell lesion.This gene unconventionality can cause a skin inflammation, and severe patient may cause coloring asteatosis cutis
Occur.When this gene function is stronger, the DNA of cell gets over not easily damaged, and skin cell also just can be more healthy.
Analysis server 40 can transmit the integration information of personal information and genetic test data 100 to skin quality typing data storehouse
20 carry out comparing exchange, to obtain personal congenital skin quality information 200, refer to shown in Fig. 3.Personal congenital skin quality information
Data in 200 include identity card font size 2000, sex 2001, eight kind of skin quality gene 2002 (MC1R genes, FLG genes,
MMP1 genes, SOD2 genes, GSTP1 genes, mthfr gene, MPO genes, ERCC1 genes) testing result 2003 and function
Judge 2004.Function judges that 2004 be according to sex and the acquirement of genetic test aggregation of data weighted analysis, according to it to gene function
Influence, gene function is divided into A, B, C, D level Four, A grades of feature is normal, and B grades of feature is taken second place, C grades of function
Third, D grades of feature is worst for property.Sex 2001 and MC1R genes, FLG genes, MMP1 genes, SOD2 genes, GSTP1 bases
Cause, mthfr gene, MPO genes, the function of ERCC1 genes judge 2004 important informations for providing personal congenital skin quality, this
The congenital skin quality information 200 of people is by the component prescription as individualized skin care products with reference to data.
In the present embodiment, the skin care products material composition database 30 that Analysis server 40 is connected contains different skin quality genes
Corresponding for oral administration and external application skin care products material composition information 300.It refer to and information interface shown in MC1R genes is hereby lifted in Fig. 4
Figure,
Corresponding material composition 3002 in skin care products material composition database 30 is all through studying and assessing, such as every kind of composition
Main effectiveness 3003, can compensate the dysfunction caused by the feature of skin quality gene 3000 declines, and further should according to raw material
With the difference of mode 3001, the skin care product for oral administration with external application are divided into, skin is promoted in the way of through inside and outside adjust
Health.Complete skin care products material composition database 30 is in addition to correspondence material composition 3002, also including formula material
Utility information, effective dose and safe-dosaging limits, using the allotment foundation as reliable, effective individualized skin care product.
Analysis server 40 can extract personal congenital skin quality information, and be sent to skin care products material composition database 30 and carry out
Confluence analysis, to obtain the skin care product formula information 400 of personalized for oral administration and external application, refer to shown in Fig. 5.Analysis clothes
Being engaged in device 40 can be by complete personal skin quality information, including identity card font size 4000, skin quality gene 4001 and function judgement 4002
Data Data, it is incoming to carry out confluence analysis to skin care products material composition database 30, obtain be adapted to personal formula components 4004,
Main effectiveness 4005, component dose 4006, and different formulations composition usage type 4003.Formula components 4004 are by grinding
Study carefully and assess, the individual of this congenital skin quality can be assisted, which to carry out reliable, effective skin, to improve；Usage type 4003 and component dose
4006 also carry out comprehensive assessment according to personal different congenital skin quality information, and passback is accurate, safe and effectively individualizes skin
The formula dosage of skin care products.
The skin care product formula information of the above-mentioned individualized for oral administration and external application referred to can be analyzed server 40 and extract, and
With congenital skin quality information and personal master data integration, the then rearrangement of progress data, formatting, finally output storage extremely divides
Result database 50 is analysed, it is central to include personal skin quality information 51, component type information 52, component dose information 53；Personal skin quality
Function of the information 51 comprising name 1000, identity card font size 2000, skin quality gene 2002 judges that 2004 (are expressed as personal congenital skin
Matter kenel)；Component type information 52 includes usage type 4003, the formula components 4004 for being adapted to individual, main effectiveness 4005；Into
Divided dose information 53 includes component dose 4006, safe-dosaging limits, dosage adjustment information.In this Analytical Results Database 50
Information all can pass through user interface 10 and be tracked and have access to, and thereby give client's suitably for oral administration and external application skin care product
It is recommended that, it is reliably and accurately carried out skin care, to be effectively facilitated the lifting that skin is external.
The above-mentioned Analytical Results Database 50 referred to, also can be with production control service in addition to linking with Analysis server 40
Device 60 links, and production control server 60 then can be managed and be controlled by management control interface 70.Management control interface 70 is carried
The operate interface of data management and processing procedure control for an intuition, manufacturer can thereby run production control server 60, thoroughly
The access to the individualized skin care product formula information in Analytical Results Database 50 is crossed, production control server 60 can be carried out
Accurate skin care products processing procedure correlation operation, manufacturer just can allocate suitable skin care products, to be supplied to client reliable, effective individual
Peopleization is for oral administration and skin care product of external application, reaches the effect for promoting skin health, postponing external aging.
In summary, put down the invention provides a kind of integration of for oral administration and external application skin care product composition of analyzing personal
Platform, refer to shown in Fig. 6.
A. user is in after the input data of user interface 10, and Analysis server 40 can enter data with skin quality typing data storehouse 20
Row interacting operation, to obtain the congenital skin quality information of individual.Skin quality information can then be analyzed server 40 with personal information and carry
Take to skin care products material composition database 30 and carry out confluence analysis, to obtain personalized skin care products component prescription information；
B. Analysis server 40 can then store personalized skin care products formula information and skin quality information to analysis result
Database 50, can pass through the historical data that user interface 10 quickly obtains analysis in the past, suitably be taken orally as client is supplied to
And the suggestion foundation of external application skin care product；
C. Analytical Results Database 50 also links with production control server 60, and manufacturer can exist by management control interface 70
The individualized skin care product formula information of Analytical Results Database 50 is accessed in production control server 60, it is suitable to allocate
Individualized skin care products there is provided consumer it is reliable, be effectively promoted skin health and postpone the best solution of external aging.
The analysis platform of individualized for oral administration and external application skin care product composition provided by the present invention, is according to personal information
Integrate appraisal procedure with the one of genetic test data, can quickly and accurately according to different congenital skin quality obtain it is corresponding for oral administration and
The skin care product formula information of external application, manufacturer can an integration platform be convenient herein, efficient allocate personalized skin guarantor
The product of supporting, are enable client through suitably individualized skin care product, effectively and are reliably promoted using the mode of inside and outside regulation
Skin health, external effect is lifted to postpone skin ageing and reach.
Claims (7)
1. a kind of individualized skin care products composition analysis device based on congenital skin quality information, it is characterised in that including：
One user interface；
One skin quality typing data storehouse；
One skin care products material composition database；
One Analysis server；
One Analytical Results Database；
One production control server；And
One management control interface；
Wherein the Analysis server also with the skin quality typing data storehouse, the skin care products material composition database, the analysis result number
Reconnected according to storehouse each other more, the user interface can be connected by wirelessly or non-wirelessly network entry and with the Analysis server, from
The personal information of user interface input, into after the Analysis server, data will carry out computing with the skin quality typing data storehouse,
Obtain a congenital skin quality information；The congenital skin quality information can then be extracted former to skin care products with personal information by the Analysis server
Expect that compositional data storehouse carries out confluence analysis, obtain a skin care products component prescription information；The Analysis server can then maintain this
Product formula information is stored to the Analytical Results Database with the congenital skin quality information, then going through through user interface analysis in the past
History data, are used as the suggestion foundation for being supplied to client's suitably for oral administration and external application skin care product；The management control interface can
It is connected through wirelessly or non-wirelessly network entry and with production control server, production control server can be with the analysis result
Database link simultaneously carries out data access, and the flow of manufacturer's allotment manufacture skin care products is integrated according to this.
2. the individualized skin care products composition analysis device as claimed in claim 1 based on congenital skin quality information, it is characterised in that
Wherein the user interface, is that a plurality of personal informations and genetic test data are inputted in a form, and reaches analysis clothes
Business device.
3. the individualized skin care products composition analysis device as claimed in claim 2 based on congenital skin quality information, it is characterised in that
The wherein genetic test data, including:Melanin stimulates the testing result of the gene of hormone recipient 1, Filaggrin gene
Testing result, the testing result of the gene of interstitial collagenase 1, the testing result of mnsod gene, glutathione
The testing result of S- transferase P1 genes, the testing result of Methylene tetrahydrofolate reductase gene, marrow Peroxidase
Testing result, excision repair the gene of cross complementing protein 1 testing result.
4. the individualized skin care products composition analysis device as claimed in claim 1 based on congenital skin quality information, it is characterised in that
The personal congenital skin quality information wherein transmitted by the Analysis server includes：Identity card font size, sex, eight kinds of skin quality genes
Testing result and function judge；Wherein, the testing result of eight kinds of skin quality genes includes：Melanin stimulates hormone to receive
Testing result, the testing result of Filaggrin gene, the testing result of the gene of interstitial collagenase 1, the manganese super oxygen of the gene of device 1
Testing result, testing result, the methylenetetrahydrofolate reductase of glutathione S-transferase P1 genes of thing dismutase gene
The testing result of gene, the testing result of marrow Peroxidase, the detection knot of the excision reparation gene of cross complementing protein 1
Really.
5. the individualized skin care products composition analysis device as claimed in claim 1 based on congenital skin quality information, it is characterised in that
Wherein the Analytical Results Database includes people's skin quality information, a component type information and a component dose information.
6. the individualized skin care products composition analysis device as claimed in claim 1 based on congenital skin quality information, the wherein analysis
All information of result database all can pass through the user interface and be tracked and have access to.
7. the individualized skin care products composition analysis device as claimed in claim 1 based on congenital skin quality information, it is characterised in that
Wherein, the Analytical Results Database also links with production control server, and manufacturer can be controlled by managing control interface in production
The individualized skin care product formula information of the Analytical Results Database is accessed in control server, allocates suitable individualized according to this
Skin care products.
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| CN107977549B (en) * | 2017-12-06 | 2021-04-13 | 懿奈(上海)生物科技有限公司 | Skin care matching method and terminal based on skin multiomics |
| CN107828860A (en) * | 2017-12-12 | 2018-03-23 | 杜立波 | A kind of skin care item method for customizing based on genetic test |
| CN109582688A (en) * | 2018-12-05 | 2019-04-05 | 钱福祥 | A kind of intelligent preparation system of cosmetics |
| CN111630608A (en) * | 2018-12-27 | 2020-09-04 | 株式会社生活同步 | System and method for providing and analyzing personalized health care functional food information related to skin |
| CN110379484A (en) * | 2019-06-20 | 2019-10-25 | 至中和健康科技秦皇岛有限公司 | A kind of personalized customization health services system and method based on digitization production |
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