Vasiliki Sofia Grech, V. Kefala, Efstathios Rallis
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This review explores four key areas in the current literature where AI contributes to cosmetic procedures. Firstly, AI democratizes skincare by making products and services more accessible to everyone. Secondly, it bridges the gap between physicians and cosmetic suppliers by enlightening collaboration and innovation. Thirdly, it improves the assessment of cosmetic ingredients by ensuring better safety and efficacy, and lastly, AI provides an ethical alternative to animal testing by replacing the Local Lymph Node Assay (LLNA) and the Guinea Pig Maximization Test (GPMT) with in silico models. While AI offers significant benefits, it also raises concerns about data privacy, informed consent, and the potential for promoting unrealistic beauty standards. Addressing these challenges involves implementing measures such as anonymization and de-identification techniques to protect sensitive data and safeguard informed consent for data collection and processing. 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引用次数: 0
摘要
人工智能(AI)与美容业的结合正以多种方式改变着美容业,包括引入先进的工具,如可以评估皮肤质量的家用皮肤分析设备,以及允许用户虚拟试用各种化妆产品的增强现实应用。这些创新技术使人们能够在美容护理方面做出明智的决定,并使美容师能够更准确地预测治疗效果。这样,人工智能就能更好地将患者的期望与可实现的结果结合起来,从而提高患者的满意度。我们进行了计算机数据库搜索,以确定与该主题相关的文章。对以下电子数据库进行了全面搜索:IEEE Xplore、PubMed、Google Scholar 和 Research Gate。本综述探讨了当前文献中人工智能在美容程序中的四个关键领域。首先,人工智能通过让每个人都能更方便地获得产品和服务,实现了护肤的民主化。其次,它通过促进合作与创新,在医生与化妆品供应商之间架起了一座桥梁。最后,人工智能提供了一种符合伦理道德的动物试验替代方法,即用硅模型取代局部淋巴结试验(LLNA)和豚鼠最大化试验(GPMT)。虽然人工智能具有重大优势,但它也引起了人们对数据隐私、知情同意以及推广不切实际的美容标准的可能性的关注。要应对这些挑战,就必须采取匿名化和去标识化技术等措施来保护敏感数据,并保障数据收集和处理的知情同意权。本文旨在突出人工智能在美容业中负责任和合乎道德的应用,强调美容护理中准确性和定制化的重要性,这代表着美容业的重大进步。
The integration of artificial intelligence (AI) in cosmetology is transforming the industry in numerous ways, including the introduction of advanced tools such as at-home skin analysis devices that can evaluate skin quality and augmented reality applications that allow users to virtually try on various makeup products. These innovations empower individuals to make well-informed decisions about their cosmetic care and enable cosmetologists to predict treatment outcomes with higher accuracy. In this way, AI enhances patient satisfaction by better aligning expectations with achievable results. A computerized database search was performed to identify articles relevant to this topic. A comprehensive search was applied to the following electronic databases: IEEE Xplore, PubMed, Google Scholar, and Research Gate. This review explores four key areas in the current literature where AI contributes to cosmetic procedures. Firstly, AI democratizes skincare by making products and services more accessible to everyone. Secondly, it bridges the gap between physicians and cosmetic suppliers by enlightening collaboration and innovation. Thirdly, it improves the assessment of cosmetic ingredients by ensuring better safety and efficacy, and lastly, AI provides an ethical alternative to animal testing by replacing the Local Lymph Node Assay (LLNA) and the Guinea Pig Maximization Test (GPMT) with in silico models. While AI offers significant benefits, it also raises concerns about data privacy, informed consent, and the potential for promoting unrealistic beauty standards. Addressing these challenges involves implementing measures such as anonymization and de-identification techniques to protect sensitive data and safeguard informed consent for data collection and processing. This article aims to highlight the responsible and ethical use of AI in cosmetology, emphasizing the importance of accuracy and customization in cosmetic care, which represents a significant advancement in the industry.