Artificial intelligence-based prescription of personalized scalp cosmetics improved the scalp condition: efficacy results from 100 participants

Author:

Kim Bo Ri1ORCID,Kim Min Jae12ORCID,Koo Jieun3,Choi Hwa-Jung4,Paik Kyung Ho12,Kwon Soon Hyo5,Choi Hye-Ryung1,Huh Chang Hun12ORCID,Shin Jung Won12ORCID,Park Dong-sun3,Na Jung-Im12ORCID

Affiliation:

1. Department of Dermatology, Seoul National University Bundang Hospital, Seongnam, Korea

2. Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea

3. Aram Huvis Co., Ltd, Seongnam, Korea

4. Department of Beauty Art, Youngsan University, Busan, South Korea

5. Department of Dermatology, Kyung Hee University Hospital at Gangdong, Seoul, Korea

Funder

the Ministry of SMEs and Startups

the National Information Society Agency of Korea

Publisher

Informa UK Limited

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