{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,3]],"date-time":"2026-10-03T18:36:52Z","timestamp":1791052612355,"version":"4.1.0"},"reference-count":39,"publisher":"Wiley","issue":"8","license":[{"start":{"date-parts":[[2015,2,5]],"date-time":"2015-02-05T00:00:00Z","timestamp":1423094400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Acad Dermatol Venereol"],"published-print":{"date-parts":[[2015,8]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec><jats:title>Background<\/jats:title><jats:p>Preliminary studies described morphological features of actinic keratosis (<jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content>) and squamous cell carcinoma (<jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content>) imaged by High\u2010Definition Optical Coherence Tomography (<jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content>) and suggested that this technique may aid in their diagnosis. However, systematic studies evaluating the accuracy of <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content> for the diagnosis of <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> and <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content> are lacking so far.<\/jats:p><\/jats:sec><jats:sec><jats:title>Objective<\/jats:title><jats:p>In this study, we sought to design an algorithm for <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> classification that could (i) distinguish <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content> from <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> and normal skin, (ii) differentiate <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> from normal skin and (iii) discriminate <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content>s with adnexal involvement from those without.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>A total of 53 histopathologically confirmed lesions (37 <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content>s and 16 <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content>) were imaged by <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content>. Fifty\u2010three <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content> images of normal skin of healthy volunteers, with matched age, skin type and anatomic site, were taken as reference. By comparing these 106 en face and cross\u2010sectional <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content> images, particular features were selected based on their potential to discriminate <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> from normal skin and from <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content>, and to assess adnexal involvement in <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content>. This study represents a training set not a testing set. Severe (&gt;300 \u03bcm) hyperkeratotic AKs were not included in this study.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Particular features with high Phi coefficient could be identified. The absence of an outlined dermo\u2013epidermal junction (<jats:styled-content style=\"fixed-case\">DEJ<\/jats:styled-content>) on cross\u2010sectional images allowed discriminating <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content> from <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> and normal skin (Phi coefficient\u00a0=\u00a00.84). <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> could be discriminated from normal skin in both imaging modes by the presence of alternating hyperkeratosis\/parakeratosis in cross\u2010sectional mode <jats:italic>and\/or<\/jats:italic> variability in shape, size and reflectivity of cells (atypical honeycomb pattern) in en face mode. Adnexal involvement of <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> could be assessed by the disappearance of the typical <jats:italic>cocarde<\/jats:italic> image of adnexal epithelium in en face mode.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>This study provides select 3\u2010D <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content> features having a potential to discriminate <jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content> from <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content> and normal skin. Based on these particular features with high Phi coefficient, a diagnostic algorithm is designed which will be used later in validation studies to determine <jats:styled-content style=\"fixed-case\">HD<\/jats:styled-content>\u2010<jats:styled-content style=\"fixed-case\">OCT<\/jats:styled-content> accuracy in <jats:styled-content style=\"fixed-case\">AK<\/jats:styled-content>\/<jats:styled-content style=\"fixed-case\">SCC<\/jats:styled-content> classification.<\/jats:p><\/jats:sec>","DOI":"10.1111\/jdv.12954","type":"journal-article","created":{"date-parts":[[2015,2,6]],"date-time":"2015-02-06T03:25:40Z","timestamp":1423193140000},"page":"1606-1615","source":"Crossref","is-referenced-by-count":52,"title":["High\u2010definition optical coherence tomography algorithm for the discrimination of actinic keratosis from normal skin and from squamous cell carcinoma"],"prefix":"10.1111","volume":"29","author":[{"given":"M.A.L.M.","family":"Boone","sequence":"first","affiliation":[{"name":"Department of Dermatology Universit\u00e9 Libre de Bruxelles H\u00f4pital Erasme Brussels Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.","family":"Marneffe","sequence":"additional","affiliation":[{"name":"Department of Dermatology Universit\u00e9 Libre de Bruxelles H\u00f4pital Erasme Brussels Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9266-0342","authenticated-orcid":false,"given":"M.","family":"Suppa","sequence":"additional","affiliation":[{"name":"Department of Dermatology Universit\u00e9 Libre de Bruxelles H\u00f4pital Erasme Brussels Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Miyamoto","sequence":"additional","affiliation":[{"name":"Department of Dermatology Universit\u00e9 Libre de Bruxelles H\u00f4pital Erasme Brussels Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6738-2651","authenticated-orcid":false,"given":"I.","family":"Alarcon","sequence":"additional","affiliation":[{"name":"Department of Dermatology University of Barcelona Barcelona Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"R.","family":"Hofmann\u2010Wellenhof","sequence":"additional","affiliation":[{"name":"Department of Dermatology University of Graz Graz Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J.","family":"Malvehy","sequence":"additional","affiliation":[{"name":"Department of Dermatology University of Barcelona Barcelona Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"G.","family":"Pellacani","sequence":"additional","affiliation":[{"name":"Department of Dermatology University of Modena and Reggio Emilia Modena Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"V.","family":"Del Marmol","sequence":"additional","affiliation":[{"name":"Department of Dermatology Universit\u00e9 Libre de Bruxelles H\u00f4pital Erasme Brussels Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2015,2,5]]},"reference":[{"key":"e_1_2_5_2_1","doi-asserted-by":"publisher","DOI":"10.1172\/JCI57415"},{"key":"e_1_2_5_3_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2133.146.s61.2.x"},{"key":"e_1_2_5_4_1","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-4362.1998.00467.x"},{"key":"e_1_2_5_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(88)91658-3"},{"key":"e_1_2_5_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4725.2007.33224.x"},{"key":"e_1_2_5_7_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra022137"},{"key":"e_1_2_5_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-78574-5_20"},{"key":"e_1_2_5_9_1","first-page":"25","article-title":"Evaluation of the prognostic significance of follicular extension in actinic keratoses","volume":"5","author":"Pandey S","year":"2012","journal-title":"J\u00a0Clin Aesthet Dermatol."},{"key":"e_1_2_5_10_1","doi-asserted-by":"publisher","DOI":"10.3322\/canjclin.57.1.43"},{"key":"e_1_2_5_11_1","first-page":"55","volume-title":"The Thousand and One Facets of Actinic Keratosis","author":"Pierard GE","year":"2013"},{"key":"e_1_2_5_12_1","doi-asserted-by":"publisher","DOI":"10.1002\/1097-0142(195309)6:5<963::AID-CNCR2820060515>3.0.CO;2-Q"},{"key":"e_1_2_5_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4725.2007.33251.x"},{"key":"e_1_2_5_14_1","doi-asserted-by":"publisher","DOI":"10.1111\/jdv.12434"},{"key":"e_1_2_5_15_1","doi-asserted-by":"publisher","DOI":"10.1684\/ejd.2012.1727"},{"key":"e_1_2_5_16_1","doi-asserted-by":"publisher","DOI":"10.1001\/archdermatol.2012.1060"},{"key":"e_1_2_5_17_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4725.2008.34195.x"},{"key":"e_1_2_5_18_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2133.2007.08275.x"},{"key":"e_1_2_5_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/exd.12074"},{"key":"e_1_2_5_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2133.2012.11202.x"},{"key":"e_1_2_5_21_1","doi-asserted-by":"crossref","first-page":"740","DOI":"10.1111\/j.1600-0625.2012.01569.x","article-title":"High\u2010definition optical coherence tomography enables visualization of individual cells in healthy skin: comparison to reflectance confocal microscopy","volume":"21","author":"Boone M","year":"2013","journal-title":"Exp Dermatol"},{"key":"e_1_2_5_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2133.2012.11194.x"},{"key":"e_1_2_5_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00403-012-1311-8"},{"key":"e_1_2_5_24_1","doi-asserted-by":"publisher","DOI":"10.1111\/jdv.12063"},{"key":"e_1_2_5_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4725.2007.34117.x"},{"key":"e_1_2_5_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2013.07.022"},{"key":"e_1_2_5_27_1","doi-asserted-by":"publisher","DOI":"10.1001\/archdermatol.2009.134"},{"key":"e_1_2_5_28_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-3083.2009.03337.x"},{"key":"e_1_2_5_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaad.2011.02.011"},{"key":"e_1_2_5_30_1","doi-asserted-by":"publisher","DOI":"10.1001\/archdermatol.2012.2974"},{"key":"e_1_2_5_31_1","doi-asserted-by":"publisher","DOI":"10.1038\/modpathol.2011.39"},{"key":"e_1_2_5_32_1","first-page":"599","article-title":"Guideline subcommittee of the European dermatology forum. Guidelines for the management of actinic keratoses","volume":"16","author":"Stockfleth E","year":"2006","journal-title":"Eur J Dermatol"},{"key":"e_1_2_5_33_1","first-page":"651","article-title":"European skin academy, development of a treatment algorithm of actinic keratoses: a European consensus","volume":"18","author":"Stockfleth E","year":"2008","journal-title":"Eur J Dermatol"},{"key":"e_1_2_5_34_1","doi-asserted-by":"publisher","DOI":"10.1067\/mjd.2000.103344"},{"key":"e_1_2_5_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2133.2007.07860.x"},{"key":"e_1_2_5_36_1","doi-asserted-by":"publisher","DOI":"10.1001\/archderm.141.4.507"},{"key":"e_1_2_5_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1524-4725.2006.32287.x"},{"key":"e_1_2_5_38_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.330.7493.724"},{"key":"e_1_2_5_39_1","doi-asserted-by":"publisher","DOI":"10.1373\/49.1.7"},{"key":"e_1_2_5_40_1","doi-asserted-by":"publisher","DOI":"10.1309\/8EXCCM6YR1THUBAF"}],"container-title":["Journal of the European Academy of Dermatology and Venereology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fjdv.12954","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fjdv.12954","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jdv.12954","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,24]],"date-time":"2023-09-24T11:21:46Z","timestamp":1695554506000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jdv.12954"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,2,5]]},"references-count":39,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2015,8]]}},"alternative-id":["10.1111\/jdv.12954"],"URL":"https:\/\/doi.org\/10.1111\/jdv.12954","archive":["Portico"],"relation":{},"ISSN":["0926-9959","1468-3083"],"issn-type":[{"value":"0926-9959","type":"print"},{"value":"1468-3083","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2,5]]}}}