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 시스템

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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
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same
artificial intelligence
big data
image diagnostic
product recommendation
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KR20200096968A
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KR102271558B1 (ko
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Publication of KR102271558B1 publication Critical patent/KR102271558B1/ko
Priority to US17/765,281 priority patent/US20230178238A1/en
Priority to JP2022536822A priority patent/JP7353684B2/ja
Priority to PCT/KR2021/008868 priority patent/WO2022030782A1/ko
Priority to CN202180005562.3A priority patent/CN114430850A/zh
Priority to EP21852452.8A priority patent/EP4024408A4/en
Publication of KR102271558B9 publication Critical patent/KR102271558B9/ko

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
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    • G06N5/00Computing arrangements using knowledge-based models
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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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    • G06Q30/00Commerce
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    • G06Q30/00Commerce
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    • G06Q30/00Commerce
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    • G06Q30/0601Electronic shopping [e-shopping]
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    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work or social welfare, e.g. community support activities or counselling services
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    • G06T7/0012Biomedical image inspection
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/20ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/40ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70ICT 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
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00ICT specially adapted for the handling or processing of medical references
    • G16H70/60ICT specially adapted for the handling or processing of medical references relating to pathologies
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20081Training; Learning
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/20ICT 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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KR1020200096968A 2020-08-03 2020-08-03 빅데이터를 활용한 인공지능 두피영상 진단 분석 시스템 및 이를 이용한 제품 추천 시스템 KR102271558B1 (ko)

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

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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

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KR102271558B1 KR102271558B1 (ko) 2021-07-01
KR102271558B9 true KR102271558B9 (ko) 2021-09-17

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US (1) US20230178238A1 (ko)
EP (1) EP4024408A4 (ko)
JP (1) JP7353684B2 (ko)
KR (1) KR102271558B1 (ko)
CN (1) CN114430850A (ko)
WO (1) WO2022030782A1 (ko)

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* Cited by examiner, † Cited by third party
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

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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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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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