KR102271558B9 - 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 - Google Patents
빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템Info
- Publication number
- KR102271558B9 KR102271558B9 KR20200096968A KR20200096968A KR102271558B9 KR 102271558 B9 KR102271558 B9 KR 102271558B9 KR 20200096968 A KR20200096968 A KR 20200096968A KR 20200096968 A KR20200096968 A KR 20200096968A KR 102271558 B9 KR102271558 B9 KR 102271558B9
- Authority
- KR
- South Korea
- Prior art keywords
- same
- artificial intelligence
- big data
- image diagnostic
- product recommendation
- Prior art date
Links
- 238000013473 artificial intelligence Methods 0.000 title 1
- 210000004761 scalp Anatomy 0.000 title 1
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
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- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
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- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G06N5/00—Computing arrangements using knowledge-based models
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q30/0269—Targeted advertisements based on user profile or attribute
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- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0281—Customer communication at a business location, e.g. providing product or service information, consulting
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- G—PHYSICS
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- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0282—Rating or review of business operators or products
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
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- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/22—Social work or social welfare, e.g. community support activities or counselling services
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- G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
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- 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
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- G—PHYSICS
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- 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
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- 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
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H70/00—ICT specially adapted for the handling or processing of medical references
- G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- 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
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
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- Engineering & Computer Science (AREA)
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- Medical Informatics (AREA)
- Public Health (AREA)
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- Accounting & Taxation (AREA)
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- Software Systems (AREA)
- Computing Systems (AREA)
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- Biophysics (AREA)
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- Entrepreneurship & Innovation (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Tourism & Hospitality (AREA)
- Human Resources & Organizations (AREA)
- Quality & Reliability (AREA)
Priority Applications (6)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020200096968A KR102271558B1 (ko) | 2020-08-03 | 2020-08-03 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
US17/765,281 US20230178238A1 (en) | 2020-08-03 | 2021-07-12 | Artificial Intelligence-based Scalp Image Diagnostic Analysis System Using Big Data, and Product Recommendation System Using the Same. |
JP2022536822A JP7353684B2 (ja) | 2020-08-03 | 2021-07-12 | ビッグデータを活用した人工知能頭皮画像診断分析システム、及びこれを用いた製品推薦システム |
PCT/KR2021/008868 WO2022030782A1 (ko) | 2020-08-03 | 2021-07-12 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
CN202180005562.3A CN114430850A (zh) | 2020-08-03 | 2021-07-12 | 利用大数据的人工智能头皮影像诊断分析系统及利用其的产品推荐系统 |
EP21852452.8A EP4024408A4 (en) | 2020-08-03 | 2021-07-12 | SCALP IMAGE DIAGNOSTIC ANALYSIS SYSTEM BASED ON ARTIFICIAL INTELLIGENCE USING BIG DATA AND PRODUCT RECOMMENDATION SYSTEM USING THE SAME |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020200096968A KR102271558B1 (ko) | 2020-08-03 | 2020-08-03 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
Publications (2)
Publication Number | Publication Date |
---|---|
KR102271558B1 KR102271558B1 (ko) | 2021-07-01 |
KR102271558B9 true KR102271558B9 (ko) | 2021-09-17 |
Family
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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KR1020200096968A KR102271558B1 (ko) | 2020-08-03 | 2020-08-03 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
Country Status (6)
Country | Link |
---|---|
US (1) | US20230178238A1 (ko) |
EP (1) | EP4024408A4 (ko) |
JP (1) | JP7353684B2 (ko) |
KR (1) | KR102271558B1 (ko) |
CN (1) | CN114430850A (ko) |
WO (1) | WO2022030782A1 (ko) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR102271558B1 (ko) * | 2020-08-03 | 2021-07-01 | 아람휴비스 주식회사 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
KR102398034B1 (ko) | 2021-11-02 | 2022-05-16 | 아람휴비스 주식회사 | 두피상태 정보를 기반으로 한 두피유형 진단 시스템 및 이를 이용한 두피 개선 방법 |
KR102425118B1 (ko) * | 2022-02-25 | 2022-07-27 | 주식회사 유패럿 | 유저에게 맞춤형 영양제를 정기적으로 제공하는 두피 케어 토탈솔루션 구독 플랫폼을 운영하는 방법 |
KR102413879B1 (ko) * | 2022-03-11 | 2022-06-29 | (주) 이문원 바이오 | 탈모 치료에 관한 정보를 제공하는 방법 및 서버 |
KR102551815B1 (ko) * | 2022-04-14 | 2023-07-07 | 주식회사 에코마인 | 머신 러닝 모델을 이용하는 두피 분석에 필요한 데이터를 생성하기 위한 방법, 디바이스 및 비일시성의 컴퓨터 판독 가능한 기록 매체 |
TWI816529B (zh) * | 2022-08-26 | 2023-09-21 | 南臺學校財團法人南臺科技大學 | 頭皮檢測裝置系統及其運作方法 |
Family Cites Families (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR101539267B1 (ko) * | 2013-08-30 | 2015-07-24 | (주)이노진 | 스마트폰을 활용한 개인용 탈모 치료 시스템 및 그 방법 |
US9576359B2 (en) * | 2013-11-01 | 2017-02-21 | The Florida International University Board Of Trustees | Context based algorithmic framework for identifying and classifying embedded images of follicle units |
KR101981470B1 (ko) | 2016-10-17 | 2019-05-23 | 주식회사 엔또롱 | 피부 상태의 학습을 통한 가이드 및 보상의 제공 방법 및 이를 수행하는 서버 |
KR102575272B1 (ko) * | 2017-01-13 | 2023-09-06 | 삼성전자주식회사 | 유전 정보에 기반하여 가이드 정보를 제공하는 전자 장치 및 그 방법 |
WO2018140014A1 (en) * | 2017-01-25 | 2018-08-02 | Athelas, Inc. | Classifying biological samples using automated image analysis |
KR102139801B1 (ko) * | 2017-09-21 | 2020-07-30 | (주)릴리커버 | 피부진단방법, 피부진단장치 및 기록매체 |
SG11202003337VA (en) * | 2017-10-13 | 2020-05-28 | Ai Tech Inc | Deep learning-based diagnosis and referral of ophthalmic diseases and disorders |
KR102090066B1 (ko) * | 2017-12-15 | 2020-03-19 | (주)초위스컴퍼니 | 고객별 제품 추천 방법, 전자장치 및 시스템 |
KR102001337B1 (ko) | 2018-02-01 | 2019-07-17 | (주)위드어스커뮤니케이션즈 | 빅데이터 및 ai를 이용한 피부 타입 맞춤형 서비스 통합제공시스템 |
JP6842119B2 (ja) * | 2018-02-09 | 2021-03-17 | プロモツール株式会社 | 画像処理技術を用いた被検者の肌または頭皮状態の判定システムを用いたビジネス方法 |
WO2019177451A1 (en) * | 2018-03-12 | 2019-09-19 | T-Biomax Sdn Bhd | Hair and scalp diagnosis & treatment |
KR102211884B1 (ko) | 2018-11-19 | 2021-02-03 | 유소현 | 빅데이터 기반 인공지능 기계학습을 이용한 피부관리 추천 서비스 제공 방법 |
KR102204824B1 (ko) * | 2018-12-28 | 2021-01-19 | (주)셀리턴 | 헤어 상태 분석 기능을 갖는 헤어 관리 장치 |
KR102036052B1 (ko) * | 2019-05-14 | 2019-10-24 | 주식회사 에프앤디파트너스 | 인공지능 기반으로 비규격화 피부 이미지의 의료 영상 적합성을 판별 및 변환하는 장치 |
KR102271558B1 (ko) * | 2020-08-03 | 2021-07-01 | 아람휴비스 주식회사 | 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 |
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2020
- 2020-08-03 KR KR1020200096968A patent/KR102271558B1/ko active IP Right Grant
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2021
- 2021-07-12 CN CN202180005562.3A patent/CN114430850A/zh active Pending
- 2021-07-12 JP JP2022536822A patent/JP7353684B2/ja active Active
- 2021-07-12 WO PCT/KR2021/008868 patent/WO2022030782A1/ko unknown
- 2021-07-12 EP EP21852452.8A patent/EP4024408A4/en not_active Withdrawn
- 2021-07-12 US US17/765,281 patent/US20230178238A1/en active Pending
Also Published As
Publication number | Publication date |
---|---|
JP2023511010A (ja) | 2023-03-16 |
EP4024408A1 (en) | 2022-07-06 |
WO2022030782A1 (ko) | 2022-02-10 |
US20230178238A1 (en) | 2023-06-08 |
JP7353684B2 (ja) | 2023-10-02 |
KR102271558B1 (ko) | 2021-07-01 |
CN114430850A (zh) | 2022-05-03 |
EP4024408A4 (en) | 2022-12-28 |
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