{"title":"美丽意味着什么?探索人工智能驱动的美容评估的局限性。","authors":"Emmaline Ashley, Lee Walker, Priyanka Chadha","doi":"","DOIUrl":null,"url":null,"abstract":"<p><p>This paper examines the multifaceted nature of beauty, encompassing evolutionary, biological, neurological, cultural, and individual factors. It explores the limitations of objective assessments, such as artificial intelligence (AI) algorithms like the Facial Aesthetic Index and Facial Youthfulness Index, which often fail to capture the diversity of individual preferences and cultural standards. While AI tools can provide valuable insights into facial features, their use in aesthetic medicine should be approached with caution, recognizing the importance of subjective perceptions. We emphasize the need for a collaborative approach that integrates AI insights with clinical expertise and patient involvement to achieve personalized and satisfying outcomes in aesthetic medicine. Ultimately, beauty is a complex and subjective experience that cannot be fully defined or assessed objectively, and successful aesthetic interventions require a holistic approach that values both objective data and individual perspectives.</p>","PeriodicalId":53616,"journal":{"name":"Journal of Clinical and Aesthetic Dermatology","volume":"18 4","pages":"24-27"},"PeriodicalIF":0.0000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12007659/pdf/","citationCount":"0","resultStr":"{\"title\":\"What Does it Mean to Be Beautiful? Exploring the Limits of AI-Driven Beauty Assessment.\",\"authors\":\"Emmaline Ashley, Lee Walker, Priyanka Chadha\",\"doi\":\"\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>This paper examines the multifaceted nature of beauty, encompassing evolutionary, biological, neurological, cultural, and individual factors. It explores the limitations of objective assessments, such as artificial intelligence (AI) algorithms like the Facial Aesthetic Index and Facial Youthfulness Index, which often fail to capture the diversity of individual preferences and cultural standards. While AI tools can provide valuable insights into facial features, their use in aesthetic medicine should be approached with caution, recognizing the importance of subjective perceptions. We emphasize the need for a collaborative approach that integrates AI insights with clinical expertise and patient involvement to achieve personalized and satisfying outcomes in aesthetic medicine. Ultimately, beauty is a complex and subjective experience that cannot be fully defined or assessed objectively, and successful aesthetic interventions require a holistic approach that values both objective data and individual perspectives.</p>\",\"PeriodicalId\":53616,\"journal\":{\"name\":\"Journal of Clinical and Aesthetic Dermatology\",\"volume\":\"18 4\",\"pages\":\"24-27\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12007659/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical and Aesthetic Dermatology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical and Aesthetic Dermatology","FirstCategoryId":"1085","ListUrlMain":"","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
What Does it Mean to Be Beautiful? Exploring the Limits of AI-Driven Beauty Assessment.
This paper examines the multifaceted nature of beauty, encompassing evolutionary, biological, neurological, cultural, and individual factors. It explores the limitations of objective assessments, such as artificial intelligence (AI) algorithms like the Facial Aesthetic Index and Facial Youthfulness Index, which often fail to capture the diversity of individual preferences and cultural standards. While AI tools can provide valuable insights into facial features, their use in aesthetic medicine should be approached with caution, recognizing the importance of subjective perceptions. We emphasize the need for a collaborative approach that integrates AI insights with clinical expertise and patient involvement to achieve personalized and satisfying outcomes in aesthetic medicine. Ultimately, beauty is a complex and subjective experience that cannot be fully defined or assessed objectively, and successful aesthetic interventions require a holistic approach that values both objective data and individual perspectives.