WO2017137070A1 - Système et procédé pour le diagnostic des états de la peau et des cheveux - Google Patents

Système et procédé pour le diagnostic des états de la peau et des cheveux Download PDF

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Publication number
WO2017137070A1
WO2017137070A1 PCT/EP2016/052691 EP2016052691W WO2017137070A1 WO 2017137070 A1 WO2017137070 A1 WO 2017137070A1 EP 2016052691 W EP2016052691 W EP 2016052691W WO 2017137070 A1 WO2017137070 A1 WO 2017137070A1
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WO
WIPO (PCT)
Prior art keywords
skin
hair
condition
hair condition
treatment
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/EP2016/052691
Other languages
English (en)
Inventor
Andrea Marco BORSETTI
Fabrizio Pancaldi
Roberto PIAZZOLLA
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Individual
Original Assignee
Individual
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Individual filed Critical Individual
Priority to PCT/EP2016/052691 priority Critical patent/WO2017137070A1/fr
Publication of WO2017137070A1 publication Critical patent/WO2017137070A1/fr
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0077—Devices for viewing the surface of the body, e.g. camera, magnifying lens
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/448—Hair evaluation, e.g. for hair disorder diagnosis
    • G—PHYSICS
    • G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
    • G03B—APPARATUS OR ARRANGEMENTS FOR TAKING PHOTOGRAPHS OR FOR PROJECTING OR VIEWING THEM; APPARATUS OR ARRANGEMENTS EMPLOYING ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ACCESSORIES THEREFOR
    • G03B17/00—Details of cameras or camera bodies; Accessories therefor
    • G03B17/56—Accessories
    • G03B17/565—Optical accessories, e.g. converters for close-up photography, tele-convertors, wide-angle convertors
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

Definitions

  • This disclosure relates to the diagnostic systems and methods for skin and hair conditions, particularly to mobile devices for diagnosis of skin and hair conditions and more particularly to mobile devices for diagnosis of trichological conditions.
  • Skin and/ or hair conditions may have a multitude of causes, for example genetics, environmental pollution, drugs or even excessive stress. Generally skin and/ or hair conditions may also have a multitude symptoms for example hair fall, hair breakage, hair thinning and diseases of the skin or scalp. Skin and/ or hair conditions is a problem faced by many men and women. These conditions may lead to visually conspicuous symptoms leading to psychological stress. Changes in confidence, body image may have an impact on individual economic competitiveness.
  • a specific example of a skin and/ or hair condition is alopecia, which includes androgenic alopecia (AGA).
  • Alopecia generally refers to all conditions of baldness, including partial baldness, that are encountered by both genders. Although not completely understood alopecia may have many causes. The cause of alopecia in a specific individual must be diagnosed in order to identify a suitable treatment.
  • the present disclosure is directed, at least in part, to improving or overcoming one or more aspects of the prior art system.
  • the present disclosure describes a system for diagnosing skin and/ or hair condition.
  • the system comprising a mobile device connected to a camera to acquire an image of the skin and/ or hair condition; an extraction module to identify markers associated with the skin and/ or hair condition from the image; a plurality of databases comprising information on the diagnosis and treatment and/ or management of the skin and/ or hair conditions; and an inference module to diagnose the skin and/ or hair condition and to propose a treatment and/ or management option for the diagnosed skin and/ or hair condition based on consultation of the plurality of databases.
  • the present disclosure describes a method for diagnosing skin and/ or hair condition.
  • the method comprising the steps of acquiring an image of the skin and/ or hair condition; identifying markers of the skin and/ or hair condition from the acquired image; diagnosing the skin and/ or hair condition from a plurality of databases comprising information for the diagnosis of the skin and/ or hair condition; and proposing a treatment or management option for the diagnosed skin and/ or hair condition.
  • Figure 1 is a schematic illustration of a system for diagnosing skin and/ or hair condition in accordance with the present disclosure
  • Figure 2 is a flow chart illustrating the method for diagnosing skin and/ or hair condition according to the present disclosure
  • Figure 3 is an overall view of a system for diagnosing skin and/ or hair condition, comprising an optical device, in accordance with the present disclosure
  • Figures 4a and 4b are a top prospective view and a bottom prospective view, respectively, of an optical device of a system for diagnosing skin and/ or hair condition according to the present disclosure
  • Figures 5a and 5b are an exploded section view and an assembled section view, respectively, of an optical device of a system for diagnosing skin and/ or hair condition according to the present disclosure
  • Figure 6 is an overall view of a system for diagnosing skin and/ or hair condition, comprising a comb attachment, in accordance with the present disclosure.
  • This disclosure generally relates to a system and a method which enables diagnosis of a skin condition and/ or a hair condition.
  • the system and method may be used to identify a condition related to the skin and/ or hair and to determine treatment options for the condition.
  • Fig. 1 is a schematic illustration of a system 10 for diagnosing skin and/ or hair condition.
  • the system 10 comprises a mobile device 15, an extraction module 35, a plurality of databases 45, 50, 55 and an inference module 40.
  • the mobile device 15 enables the skin and/ or a hair condition to be diagnosed.
  • Mobile device 15 provides options for the management or the treatment of the condition upon diagnosis of the condition.
  • Mobile device 15 serves as an interface for a user to access diagnostic tools and treatment and management options.
  • Mobile device 15 enables the user to provide personal information that may be used in the diagnosis of the condition.
  • the treatment and management options may be targeted for the user on the basis of the personal information.
  • the personal information may include one of more of the following: age, gender, residence, geographical location, diet, current season (or period of year) and related climatic conditions, activities that affect skin and/ or hair conditions, consumption of prescription drugs that affect skin and/ or hair conditions, medical treatments that affect skin and/ or hair conditions, and treatments or management options being undertaken by the user for the skin and/ or hair condition.
  • the mobile device 15 may comprise a module for the input of the personal information. The module may prompt the user for the required information.
  • Mobile device 15 is a portable device that enables a diagnosis of a skin and/ or a hair condition to be performed in any suitable location. The diagnosis can be carried out at the user's convenience without being restricted to a location or time.
  • Mobile device 15 may be a portable device having computer processing capacity.
  • Mobile device 15 may be a hand held device, such as a smart phone, a tablet or a notebook.
  • the system 10 comprises a camera.
  • the camera serves to acquire an image of the skin and/ or hair condition.
  • the image serves as a means for the diagnosis of the condition.
  • the camera is connected to the mobile device 15.
  • the mobile device 15 includes the camera.
  • the camera is provided within the mobile device 15.
  • the camera is a separate device from the mobile device 15.
  • the camera is connectable to the mobile device 15 so as to transfer the acquired image to the mobile device 15.
  • the system 10 comprises an extraction module 35.
  • Extraction module 35 serves to identify markers associated with the skin and/ or hair condition.
  • Extraction module 35 is configured to isolate markers from the acquired image.
  • the extraction module 35 may identify one or more markers known in the field of diagnosis of skin and/ or hair conditions, namely, for example but not limited to, the general criteria for androgenic alopecia defined by Rakowska et al., that allow to arrive at the diagnosis of the androgenic alopecia condition in a simple manner.
  • These known general criteria are grouped in major criteria and minor criteria, and the simultaneous presence of two major criteria, or a major criterion and two minor criteria, allows to diagnose androgenic alopecia condition with an accuracy of 98%.
  • the major criteria are: more than four yellow dots in four images of the frontal area; average hair thickness minor in the frontal area than in the occipital area; and more than 10% of thin hairs (thickness minor than 0.03 mm) in the frontal area.
  • the minor criteria are: percentage of pilosebaceous units with a single hair growing, going from the frontal area to the occipital area; presence of vellus hairs; and perifollicular discoloration.
  • the extraction module 35 identifies the hair thickness and the presence of vellus hairs: for example, if the hair thickness has a variability of 30%, there is a risk of androgenic alopecia condition in the medium term.
  • extraction module 35 may be provided in the mobile device 15. In an alternative embodiment, extraction module 35 may be provided in a separate device connectable to the mobile device 15. In a further embodiment, extraction module 35 may be a standalone programme. In yet a further embodiment, extraction module 35 may be a subroutine within a programme.
  • the system 10 comprises a plurality of databases 45, 50, 55.
  • the plurality of databases 45, 50, 55 comprises information relating to the diagnosis of the skin and/ or hair condition.
  • the plurality of databases 45, 50, 55 comprises information relating to the treatment of the skin and/ or hair condition.
  • the plurality of databases 45, 50, 55 may comprise information relating to the cosmetic treatment and/ or management of the skin and/ or hair condition.
  • the plurality of databases 45, 50, 55 may comprise information relating to the clinical treatment or management of the skin and/ or hair condition.
  • Clinical treatments or management requires the presence or guidance of a specialist or a certified professional such as a doctor.
  • the plurality of databases 45, 50, 55 may be provided in the mobile device 15. In yet a further embodiment, the plurality of databases 45, 50, 55 may be provided in a separate device connectable to the mobile device 15.
  • the plurality of databases 45, 50, 55 are selected from the group consisting of a user database 45, a condition database 50 on skin and/ or hair conditions and a treatment database 55 for the treatment of skin and/ or hair conditions 55.
  • the plurality of databases 45, 50, 55 includes the user database 45, the condition database 50 and the treatment database 55.
  • the user database 45 comprises the personal information provided by the user.
  • the personal information may be transferred from the mobile device 15 to the user database 45.
  • the condition database 50 comprises information relating to skin and/ or hair conditions.
  • Condition database 50 comprises information relating to the markers for each skin and/ or hair conditions. The markers are associated to the respective skin and/ or hair condition in the condition database 50.
  • the information in the condition database 50 is precompiled and updated periodically or continuously.
  • Condition database 50 comprises correlative information of the skin and/ or hair conditions.
  • the correlative information enables diagnosis of the condition with improved accuracy.
  • the correlative information comprise metadata relating to specific skin and/ or hair conditions.
  • the metadata includes the factors that are associated with respective skin and/ or hair conditions.
  • the metadata may comprise the following: profiles of existing users having the condition, climatic conditions in the locality of the users that affected the condition, and activities that impacted the respective skin and/ or hair conditions.
  • the treatment database 55 comprises treatment and management options available to the user. Management options are provided in the event no treatment for the skin and/ or hair conditions is available. Management options include clinical and non-clinical options. Management options comprise interventions based on medication, surgery and cosmetic interventions.
  • Treatment database 55 comprises information relating to the treatment and/ or management for each skin and/ or hair conditions.
  • the information comprises cosmetic or over the counter treatment and management options. Cosmetic or over the counter treatment and management options are non-clinical options.
  • the information comprises alternative treatment and management options.
  • the information comprises clinical treatments and management options.
  • the treatments and management options include respective products and services, with the indication of instructions for use for each product and service, and of molecules and active principles contained in each product.
  • the information in the treatment database 55 is pre-compiled and updated periodically or continuously.
  • the system 10 comprises an inference module 40.
  • Inference module 40 is configured to diagnose the skin and/ or hair condition affecting the user.
  • Inference module 40 is configured to use specific markers identified from the image for association with respective skin and/ or hair condition.
  • Inference module 40 is configured to consult of the plurality of databases 45, 50, 55 in order to select the appropriate treatment or management options available to the user. Inference module 40 is configured to propose a treatment and/ or management option for the diagnosed skin and/ or hair condition. Inference module 40 is configured to propose nonclinical treatment and/ or management options. Inference module 40 is configured to advise seeking professional or specialist assistance in the event a clinical treatment and/ or management options is required. In an embodiment, inference module 40 is further configured to further consult an external information source 60.
  • the external information source 60 may provide information relating to prevailing factors that affect the skin and/ hair condition. The prevailing factors may comprise the following: climatic information, location of the user and sun exposure. The external information may be utilised to modify the treatment and/ or management options according to the user requirements.
  • Inference module 40 is further configured to quantitatively assess the course of the condition over a period of time with on-going input from the user. Over a period of time images of the condition are acquired and the course of the condition is assessed. Inference module 40 may provide feedback to the user relative to the effectiveness of the treatment and/ or management option being used by the user.
  • Inference module 40 is further configured to connect the user with a provider of a treatment and/ or management option.
  • the user is able to interact with the provider in order to select appropriate product or services offered by the provider.
  • the user is able to use the diagnosis provided by the inference module 40 to customise a product or service according to individual specification.
  • inference module 40 may be a standalone programme. In an alternative embodiment, inference module 40 may be a sub-routine within a programme.
  • the system 10 further comprises a remote device 25.
  • Remote device 25 may be located in any suitable location.
  • Remote device 25 may be a computer that is connectable to the mobile device 15.
  • Remote device 25 is able to interact and communicate with the mobile device 15 through the telecommunication network.
  • Remote device 25 is able to interact and communicate with the mobile device 15 through the internet 20.
  • Remote device 25 may be a server.
  • the external information source 60 is connected to the remote device 25.
  • the inference module 40 is configured to further consult the external information source 60 through the remote device.
  • the extraction module 35, the plurality of databases 45, 50, 55 and the inference module 40 may be provided in the remote device 25.
  • the system 10 further comprises a processing module 30 to process the image acquired by the mobile device 15.
  • Processing module 30 processes the acquired image based on predetermined parameters.
  • the parameters may comprise luminosity, color, contrast, focus.
  • the processed image may be used by the extraction module 35 to identify the markers. If an image is not suitable for providing information on the markers the processing module 30 may require that the user acquire a another image of the condition.
  • the processing module 30 may be provided in the mobile device
  • the processing module 30 may be provided in the remote device 25. In a further embodiment, the processing module 30 may be a standalone programme. In yet a further embodiment, the processing module 30 may be a sub-routine within a programme.
  • the processing module 30 may implement one or more algorithms known in the field of computer vision, namely, for example but not limited to, low-pass filtering, high-pass filtering, band-pass filtering, Gaussian smoothing, Hough transform, or a combination thereof.
  • the system 10 further comprises an optical device 65.
  • the optical device 65 is mounted to the mobile device 15 in alignment with the camera.
  • the optical device 65 is configured to assist in the acquisition of the image.
  • Optical device 65 is configured to interact with the lens of the camera to acquire the image of the condition.
  • Optical device 65 may be a magnification lens system.
  • the optical device 65 comprises a support body 67, preferably made of silicone, a spacing element 69, and a magnification lens 71.
  • the spacing element 69 is configured to maintain a predetermined distance of the camera from the scalp of a user, for example during the acquisition of the image.
  • the support body 67 may comprise a first seat 77 for the positioning or the interlocking of the magnification lens 71, and a second seat 79 for the positioning or the interlocking of the spacing element 69.
  • the optical device 65 may be of circular shape: the support body
  • the spacing element 69 being hollow cylinder or tubular shaped, for example with a diameter of 0.9 cm
  • the lens 71 being circular shaped, for example with a diameter of 0.8 cm.
  • the optical device 65 may comprise an illumination element to illuminate the area of the skin and/ or hair condition.
  • the afflicted area is sufficiently illuminated so that an acquired image includes the sufficient information to enable the identification of the markers.
  • the optical device 65 is provided with a series of slots to enable entry of ambient light. The series of slots into the afflicted area.
  • the optical device 65 is configured to provide a magnification of 3x to 80x. Magnification of the afflicted area enables the acquired image to include sufficient information for identification of the markers.
  • the optical device 65 may be mechanically connected to the mobile device 15. In an alternative embodiment, the optical device 65 may be connected to the mobile device 15 through adhesives 73, preferably covered with a removable film 75 before the connection.
  • the optical device 65 may be of the 'use and discard' type.
  • the system 10 further comprises a comb attachment 85.
  • the comb attachment 85 is mounted to the mobile device 15.
  • the comb attachment 85 is configured to position hair for acquisition of the image.
  • the comb attachment 85 is configured to position hair in an afflicted area.
  • the comb attachment 85 is configured to position hair in a manner selected from the group consisting of: standardising the concentration of the hair in an area, placing the hair in parallel, exposing the afflicted skin or flattening the hair. Correct positioning of the hair enables the acquired image to include sufficient information for identification of the markers.
  • the comb attachment 85 is configured to maintain a predetermined distance of the camera from the scalp of a user, for example during the acquisition of the image.
  • the comb attachment 85 may be mechanically connected to the mobile device 15. In an alternative embodiment, the comb attachment 85 may be connected to the mobile device 15 through adhesives.
  • the comb attachment 85 comprises a plate 87 and a strap 91, the plate 87 being provided with soft and/ or spaced teeth 89 that are placed to its exposed surface, preferably at a perpendicular angle. Both the plate 87 and the teeth 89 are preferably made of silicone.
  • the strap 91 is configured to mechanically connect the comb attachment 85 to the mobile device 15.
  • the plate 87 may be of rectangular shape, or substantially of rectangular shape that is of rectangular shape with rounded corners.
  • the strap 91 comprises a Velcro closure 93.
  • the optical device 65 and the comb attachment 85 may be separately connectable for mounting to the mobile device 15.
  • the optical device 65 and the comb attachment 85 may be mutually interlocking.
  • the optical device 65 may be connected to the comb attachment 85 mounted to the mobile device 15.
  • the comb attachment 85 may be connected to the optical device 65 mounted to the mobile device 15.
  • the optical device 65 and the comb attachment 85 may be integrally formed.
  • a method for diagnosing skin and/ or hair condition comprises a step 100 of acquiring an image of the skin and/ or hair condition; a step 110 of identifying markers of the skin and/ or hair condition from the acquired image; a step 115 of diagnosing the skin and/ or hair condition from a plurality of databases 45, 50, 55 comprising information for the diagnosis of the skin and/ or hair condition; and a step 120 of proposing a treatment or management option for the diagnosed skin and/ or hair condition.
  • the method further comprises a step 105 of processing the acquired image based on predetermined parameters prior to step 110. If the acquired image does not conform to the required predetermined parameters the method returns to step 100 in order to re-acquire an image of the skin and/ or hair condition. If the acquired image conforms to the required predetermined parameters the method moves to step 110.
  • the method comprises a step 110 of identifying markers of the skin and/ or hair condition from an image acquired from a user afflicted with the skin and/ or hair condition; a step 115 of diagnosing the skin and/ or hair condition from a plurality of databases 45, 50, 55 comprising information for the diagnosis of the skin and/ or hair condition; and a step 120 of proposing a treatment or management option for the diagnosed skin and/ or hair condition.
  • the alternative method further comprises a step 105 of processing the acquired image based on predetermined parameters prior to step 110. If the acquired image does not conform to the required predetermined parameters the method requests for a further image of the skin and/ or hair condition. If the acquired image conforms to the required predetermined parameters the method moves to step 110.
  • the method further comprises the step of consulting an external information source 60.
  • the step of consulting an external information source 60 is performed simultaneously with consultation of the plurality of databases 45, 50, 55 at step 115.
  • This disclosure describes a diagnostic system 10 and a diagnostic method of skin and/ or hair pathologies.
  • the system 10 and method provides for early diagnosis of diseases relating to the skin, scalp and hair.
  • the system 10 and method enables the automatic proposition of cosmetic treatments and / or clinical treatments.
  • the system 10 and method may be used to diagnose conditions relating to the skin and hair on all parts of the body. In an embodiment, the system 10 and method may be used to diagnose trichological conditions.
  • the course of the disease may be monitored using the system 10 and the method subsequent to an adopted treatment.
  • the system 10 and method provides for feedback on the course of the disease over the period of the treatment.
  • the system 10 and method serves as a support and a guide for improving the effectiveness of the treatment.
  • the system 10 and method may enable a direct relationship to be built between supplier and end user of the treatment for both therapeutic and commercial applications.

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  • Life Sciences & Earth Sciences (AREA)
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  • General Health & Medical Sciences (AREA)
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  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

L'invention concerne un système et un procédé pour le diagnostic d'un état de la peau et/ou des cheveux. Le système comprend : un dispositif mobile relié à une caméra et servant à obtenir une image de l'état de la peau et/ou des cheveux ; un module d'extraction servant à identifier des marqueurs associés à l'état de la peau et/ou des cheveux à partir de l'image ; une pluralité de bases de données contenant des informations sur le diagnostic, le traitement et la gestion des états de la peau et/ou des cheveux ; et un module d'inférence servant à diagnostiquer les états de la peau et/ou des cheveux et à proposer une option de traitement et/ou de gestion pour l'état diagnostiqué pour la peau et/ou les cheveux, d'après une consultation de la pluralité de bases de données.
PCT/EP2016/052691 2016-02-09 2016-02-09 Système et procédé pour le diagnostic des états de la peau et des cheveux Ceased WO2017137070A1 (fr)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/EP2016/052691 WO2017137070A1 (fr) 2016-02-09 2016-02-09 Système et procédé pour le diagnostic des états de la peau et des cheveux

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Application Number Priority Date Filing Date Title
PCT/EP2016/052691 WO2017137070A1 (fr) 2016-02-09 2016-02-09 Système et procédé pour le diagnostic des états de la peau et des cheveux

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US11238588B2 (en) * 2016-04-13 2022-02-01 Canon Kabushiki Kaisha Medical diagnosis support apparatus, information processing method, medical diagnosis support system, and program

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US20090147081A1 (en) * 2007-12-05 2009-06-11 Thomas Hanson Hair styling system and apparatus
WO2012058641A2 (fr) * 2010-10-29 2012-05-03 The Regents Of The University Of California Appareil de type téléphone microscope ou « cellscope » et procédés d'imagerie
WO2015060376A1 (fr) * 2013-10-23 2015-04-30 日立マクセル株式会社 Système de gestion d'informations pour la mesure et l'analyse d'états de surface et procédé de gestion d'informations pour la mesure et l'analyse d'états de surface
US20150342515A1 (en) * 2013-01-15 2015-12-03 Withings Informative System Using and Instrumented and Connected Hairbrush

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Publication number Priority date Publication date Assignee Title
US20090147081A1 (en) * 2007-12-05 2009-06-11 Thomas Hanson Hair styling system and apparatus
WO2012058641A2 (fr) * 2010-10-29 2012-05-03 The Regents Of The University Of California Appareil de type téléphone microscope ou « cellscope » et procédés d'imagerie
US20150342515A1 (en) * 2013-01-15 2015-12-03 Withings Informative System Using and Instrumented and Connected Hairbrush
WO2015060376A1 (fr) * 2013-10-23 2015-04-30 日立マクセル株式会社 Système de gestion d'informations pour la mesure et l'analyse d'états de surface et procédé de gestion d'informations pour la mesure et l'analyse d'états de surface
US20160262624A1 (en) * 2013-10-23 2016-09-15 Hitachi Maxell, Ltd. Lens information management system for surface condition measurement and analysis and information management method for surface condition measurement and analysis

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Publication number Priority date Publication date Assignee Title
US11238588B2 (en) * 2016-04-13 2022-02-01 Canon Kabushiki Kaisha Medical diagnosis support apparatus, information processing method, medical diagnosis support system, and program

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