{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T08:39:27Z","timestamp":1792658367112,"version":"4.5.0"},"reference-count":8,"publisher":"Springer Science and Business Media LLC","license":[{"start":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T00:00:00Z","timestamp":1792627200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"},{"start":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T00:00:00Z","timestamp":1792627200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"}],"funder":[{"name":"perfect corporation"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Dermatol Ther (Heidelb)"],"DOI":"10.1007\/s13555-026-01966-w","type":"journal-article","created":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T07:53:31Z","timestamp":1792655611000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Skin Parameter Scoring Using Artificial Intelligence: A Case Series"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-7210-2940","authenticated-orcid":false,"given":"Chenan Andy","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Burhan A.","family":"Buttar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shannon K.","family":"Moran","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lauren","family":"McGrath","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah","family":"Taylor","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven R.","family":"Feldman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,10,22]]},"reference":[{"issue":"Suppl 4","key":"1966_CR1","doi-asserted-by":"publisher","DOI":"10.1111\/JOCD.70371","volume":"24","author":"R Pooth","year":"2025","unstructured":"Pooth R, Sattler S, Westerberg F, Pavicic T, Kerscher M. Transforming skin quality evaluation with AI: from subjective grading to data\u2010driven precision. J Cosmet Dermatol. 2025;24(Suppl 4):e70371. https:\/\/doi.org\/10.1111\/JOCD.70371.","journal-title":"J Cosmet Dermatol"},{"issue":"1","key":"1966_CR2","doi-asserted-by":"publisher","DOI":"10.1016\/J.XJIDI.2022.100150","volume":"3","author":"HK Jeong","year":"2022","unstructured":"Jeong HK, Park C, Henao R, Kheterpal M. Deep learning in dermatology: a systematic review of current approaches, outcomes, and limitations. JID Innov. 2022;3(1):100150. https:\/\/doi.org\/10.1016\/J.XJIDI.2022.100150.","journal-title":"JID Innov"},{"issue":"1","key":"1966_CR3","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1001\/jamadermatol.2021.4915","volume":"158","author":"R Daneshjou","year":"2022","unstructured":"Daneshjou R, Barata C, Betz-Stablein B, et al. Checklist for evaluation of image-based artificial intelligence reports in dermatology: CLEAR Derm consensus guidelines from the International Skin Imaging Collaboration Artificial Intelligence Working Group. JAMA Dermatol. 2022;158(1):90\u20136. https:\/\/doi.org\/10.1001\/jamadermatol.2021.4915.","journal-title":"JAMA Dermatol"},{"issue":"4","key":"1966_CR4","doi-asserted-by":"publisher","DOI":"10.1111\/JOCD.70050","volume":"24","author":"RL Draelos","year":"2025","unstructured":"Draelos RL, Kesty CE, Kesty KR. Artificial intelligence predicts Fitzpatrick skin type, pigmentation, redness, and wrinkle severity from color photographs of the face. J Cosmet Dermatol. 2025;24(4):e70050. https:\/\/doi.org\/10.1111\/JOCD.70050.","journal-title":"J Cosmet Dermatol"},{"issue":"1","key":"1966_CR5","doi-asserted-by":"publisher","DOI":"10.1186\/S12875-025-03073-9","volume":"26","author":"N Nadour","year":"2025","unstructured":"Nadour N, Duguet T, Zahedi S, Figoni H, Liard R. Diagnostic accuracy of artificial intelligence compared to family physicians and dermatologists for skin conditions: a systematic review and meta-analysis. BMC Prim Care. 2025;26(1):384. https:\/\/doi.org\/10.1186\/S12875-025-03073-9.","journal-title":"BMC Prim Care"},{"key":"1966_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/J.EJRAI.2026.100102","volume":"6","author":"A Chierici","year":"2026","unstructured":"Chierici A, Guo J, Goffart S, et al. Artificial intelligence (AI) imaging models optimization: from pre-processing to validation. Eur J Radiol Artif Intell. 2026;6:100102. https:\/\/doi.org\/10.1016\/J.EJRAI.2026.100102.","journal-title":"Eur J Radiol Artif Intell"},{"key":"1966_CR7","unstructured":"Goldsberry A, Hanke CW, Hanke KE. VISIA system: a possible tool in the cosmetic practice. J Drugs Dermatol. 2014;13(11):1312\u20134. http:\/\/www.ncbi.nlm.nih.gov\/pubmed\/25607694. Accessed 25 June 2026."},{"issue":"12","key":"1966_CR8","doi-asserted-by":"publisher","first-page":"7001","DOI":"10.1111\/jocd.15434","volume":"21","author":"MK Cook","year":"2022","unstructured":"Cook MK, Kaszycki MA, Richardson I, Taylor SL, Feldman SR. Comparison of two devices for facial skin analysis. J Cosmet Dermatol. 2022;21(12):7001\u20136. https:\/\/doi.org\/10.1111\/jocd.15434.","journal-title":"J Cosmet Dermatol"}],"container-title":["Dermatology and Therapy"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13555-026-01966-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13555-026-01966-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13555-026-01966-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T07:53:32Z","timestamp":1792655612000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13555-026-01966-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10,22]]},"references-count":8,"alternative-id":["1966"],"URL":"https:\/\/doi.org\/10.1007\/s13555-026-01966-w","relation":{},"ISSN":["2193-8210","2190-9172"],"issn-type":[{"value":"2193-8210","type":"print"},{"value":"2190-9172","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,22]]},"assertion":[{"value":"15 June 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 October 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 October 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Chenan A. Huang has nothing to disclose. Burhan A. Buttar has nothing to disclose. Shannon K. Moran has nothing to disclose. Lauren McGrath has nothing to disclose. Sarah Taylor has nothing to disclose. Steven R. Feldman has received research, speaking and\/or consulting support from Eli Lilly and Company, GlaxoSmithKline\/Stiefel, AbbVie, Janssen, Alovtech, vTv Therapeutics, Bristol-Myers Squibb, Samsung, Pfizer, Boehringer Ingelheim, Amgen, Dermavant, Arcutis, Novartis, Novan, UCB, Helsinn, Sun Pharma, Almirall, Galderma, Leo Pharma, Mylan, Celgene, Ortho Dermatology, Menlo, Merck & Co, Qurient, Forte, Arena, Biocon, Accordant, Argenx, Sanofi, Regeneron, the National Biological Corporation, Caremark, Teladoc, BMS, Ono, Micreos, Eurofins, Informa, UpToDate and the National Psoriasis Foundation. He is founder and part owner of Causa Research and holds stock in Sensal Health. Steven R. Feldman is an Editorial Board member of\n                      Dermatology and Therapy\n                      . Steven R. Feldman was not involved in the selection of peer reviewers for the manuscript nor any of the subsequent editorial decisions.","order":1,"name":"Ethics","label":"Conflicts of Interest","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Approval of this study was granted by the Wake Forest University Institutional Review Board (IRB00085220), and the study adhered to the Declaration of Helsinki. All participants signed a written consent form and consented to participation and publication of data and images.","order":2,"name":"Ethics","label":"Ethical Approval","group":{"name":"EthicsHeading","label":"Declarations"}}]}}