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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">DH</journal-id><journal-title-group><journal-title>Dermatological Health</journal-title></journal-title-group><issn>3083-4775</issn><eissn>2981-8206</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/dh.v3i3.12365</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Development, Classification, Application, and Research Progress of Modern Skin Photoaging Assessment Tools</title><url>https://artdesignp.com/journal/DH/3/3/10.26689/dh.v3i3.12365</url><author>YangRuini,YangZhi</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>3</volume><issue>3</issue><history><date date-type="pub"><published-time>2025-10-17</published-time></date></history><abstract>Skin photoaging, a degenerative process caused by ultraviolet radiation, plays a pivotal role in clinical diagnosis and anti-aging research. This paper systematically reviews the evolution of skin photoaging assessment tools, tracing their development from traditional clinical scoring systems to modern imaging technologies, biomarker detection, and AI-assisted analysis. It provides detailed categorization, application scenarios, and comparative evaluations of these methodologies. The study reveals that single-assessment tools have inherent limitations, while multimodal integrated evaluation has emerged as the prevailing approach. Future efforts should focus on integrating molecular biology and AI technologies to establish a more precise photoaging assessment framework.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Wang YX, Jia NQ, Li J, et al., 2024, Organoids as Tools for Investigating Skin Aging: Mechanisms, Applications, and Insights. 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