{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T21:32:12Z","timestamp":1778967132099,"version":"3.51.4"},"reference-count":47,"publisher":"Optica Publishing Group","issue":"7","license":[{"start":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T00:00:00Z","timestamp":1560470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/doi.org\/10.1364\/OA_License_v1#VOR-OA"},{"start":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T00:00:00Z","timestamp":1560470400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/opg.optica.org\/policies\/opg-tdm-policy.json"}],"funder":[{"DOI":"10.13039\/501100002261","name":"Russian Foundation for Basic Research","doi-asserted-by":"publisher","award":["17-00-00186"],"award-info":[{"award-number":["17-00-00186"]}],"id":[{"id":"10.13039\/501100002261","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002261","name":"Russian Foundation for Basic Research","doi-asserted-by":"publisher","award":["18-42-703012"],"award-info":[{"award-number":["18-42-703012"]}],"id":[{"id":"10.13039\/501100002261","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.osapublishing.org"],"crossmark-restriction":true},"short-container-title":["Biomed. Opt. Express"],"published-print":{"date-parts":[[2019,7,1]]},"DOI":"10.1364\/boe.10.003353","type":"journal-article","created":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T20:19:12Z","timestamp":1560543552000},"page":"3353","update-policy":"https:\/\/doi.org\/10.1364\/osa_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["Application of multiphoton imaging and machine learning to lymphedema tissue analysis"],"prefix":"10.1364","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5760-1462","authenticated-orcid":true,"given":"Yury V.","family":"Kistenev","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Viktor V.","family":"Nikolaev","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oksana S.","family":"Kurochkina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexey V.","family":"Borisov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Denis A.","family":"Vrazhnov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ekaterina A.","family":"Sandykova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"285","published-online":{"date-parts":[[2019,6,14]]},"reference":[{"key":"boe-10-7-3353-R2","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1097\/01.sap.0000257149.42922.7e","volume":"59","author":"Warren","year":"2007","journal-title":"Ann. Plast. Surg."},{"key":"boe-10-7-3353-R3","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/j.jvsv.2016.10.083","volume":"5","author":"O\u2019Donnell","year":"2017","journal-title":"J. Vasc. Surg. Venous Lymphat. Disord."},{"key":"boe-10-7-3353-R4","first-page":"13","volume":"11","author":"Kinmonth","year":"1952","journal-title":"J. Clin. Sci."},{"key":"boe-10-7-3353-R5","doi-asserted-by":"crossref","first-page":"1238","DOI":"10.1002\/1097-0142(195311)6:6<1238::AID-CNCR2820060618>3.0.CO;2-6","volume":"6","author":"Sherman","year":"1953","journal-title":"Cancer"},{"key":"boe-10-7-3353-R6","doi-asserted-by":"crossref","first-page":"773","DOI":"10.1016\/0741-5214(93)90331-F","volume":"18","author":"Cambria","year":"1993","journal-title":"J. Vasc. Surg."},{"key":"boe-10-7-3353-R8","doi-asserted-by":"crossref","first-page":"361","DOI":"10.2214\/ajr.144.2.361","volume":"144","author":"Hadjis","year":"1985","journal-title":"AJR Am. J. Roentgenol."},{"key":"boe-10-7-3353-R9","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1109\/RBME.2016.2582178","volume":"9","author":"Rincon","year":"2016","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"boe-10-7-3353-R11","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1089\/lrb.2008.1022","volume":"7","author":"Brorson","year":"2009","journal-title":"Lymphat. Res. Biol."},{"key":"boe-10-7-3353-R12","first-page":"156","volume":"31","author":"Brorson","year":"1998","journal-title":"Lymphology"},{"key":"boe-10-7-3353-R13","doi-asserted-by":"crossref","first-page":"946","DOI":"10.1016\/j.jvs.2010.04.067","volume":"52","author":"Unno","year":"2010","journal-title":"J. Vasc. Surg."},{"key":"boe-10-7-3353-R14","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.copbio.2009.01.009","volume":"20","author":"Rasmussen","year":"2009","journal-title":"Curr. Opin. Biotechnol."},{"key":"boe-10-7-3353-R15","doi-asserted-by":"crossref","first-page":"066003","DOI":"10.1117\/1.JBO.20.6.066003","volume":"20","author":"Pallotta","year":"2015","journal-title":"J. Biomed. Opt."},{"key":"boe-10-7-3353-R16","doi-asserted-by":"crossref","first-page":"e20154456","DOI":"10.1542\/peds.2015-4456","volume":"139","author":"Greives","year":"2017","journal-title":"Pediatrics"},{"key":"boe-10-7-3353-R17","doi-asserted-by":"crossref","first-page":"e254","DOI":"10.1371\/journal.pmed.0030254","volume":"3","author":"Tabibiazar","year":"2006","journal-title":"PLoS Med."},{"key":"boe-10-7-3353-R18","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1002\/sca.20266","volume":"33","author":"Wu","year":"2011","journal-title":"Scanning"},{"key":"boe-10-7-3353-R19","first-page":"14","volume":"14","author":"Topping","year":"2006","journal-title":"Primary Intention."},{"key":"boe-10-7-3353-R20","doi-asserted-by":"crossref","first-page":"18780","DOI":"10.1038\/srep18780","volume":"6","author":"Oostendorp","year":"2016","journal-title":"Sci. Rep."},{"key":"boe-10-7-3353-R21","doi-asserted-by":"crossref","first-page":"e41126","DOI":"10.1371\/journal.pone.0041126","volume":"7","author":"Mihara","year":"2012","journal-title":"PLoS One"},{"key":"boe-10-7-3353-R22","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1167\/iovs.16-20772","volume":"58","author":"Jan","year":"2017","journal-title":"Invest. Ophthalmol. Vis. Sci."},{"key":"boe-10-7-3353-R23","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1002\/jbio.200710022","volume":"1","author":"K\u00f6nig","year":"2008","journal-title":"J. Biophotonics"},{"key":"boe-10-7-3353-R24","doi-asserted-by":"crossref","first-page":"211","DOI":"10.3390\/cosmetics1030211","volume":"1","author":"Pittet","year":"2014","journal-title":"Cosmetics"},{"key":"boe-10-7-3353-R25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.1600-0846.2010.00475.x","volume":"17","author":"Sugata","year":"2011","journal-title":"Skin Res. Technol."},{"key":"boe-10-7-3353-R26","doi-asserted-by":"crossref","first-page":"654","DOI":"10.1038\/nprot.2012.009","volume":"7","author":"Chen","year":"2012","journal-title":"Nat. Protoc."},{"key":"boe-10-7-3353-R27","doi-asserted-by":"crossref","first-page":"21","DOI":"10.4137\/PMC.S13214","volume":"7","author":"Tilbury","year":"2015","journal-title":"Perspect. Medicin. Chem."},{"key":"boe-10-7-3353-R28","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1023\/A:1017181826899","volume":"30","author":"Kohavi","year":"1998","journal-title":"Mach. Learn."},{"key":"boe-10-7-3353-R29","first-page":"137","volume":"2","author":"Vapnik","year":"2005","journal-title":"NEC Journal of Advanced Technology"},{"key":"boe-10-7-3353-R30","first-page":"18","volume":"2","author":"Liaw","year":"2002","journal-title":"R News"},{"key":"boe-10-7-3353-R33","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1134\/S0006297919140074","volume":"84","author":"Kistenev","year":"2019","journal-title":"Biochemistry (Mosc.)"},{"key":"boe-10-7-3353-R34","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1023\/A:1011174803800","volume":"43","author":"Malik","year":"2001","journal-title":"Int. J. Comput. Vis."},{"key":"boe-10-7-3353-R35","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1109\/RBME.2009.2034865","volume":"2","author":"Gurcan","year":"2009","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"boe-10-7-3353-R36","first-page":"23","volume":"3","author":"Belsare","year":"2012","journal-title":"Signal & Image Processing: Int. J."},{"key":"boe-10-7-3353-R38","doi-asserted-by":"crossref","first-page":"358","DOI":"10.1109\/4.996","volume":"23","author":"Kanopoulos","year":"1988","journal-title":"IEEE J. Solid-State Circuits"},{"key":"boe-10-7-3353-R39","first-page":"15","volume":"10","author":"Prewitt","year":"1970","journal-title":"Picture processing and Psychopictorics"},{"key":"boe-10-7-3353-R40","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1049\/iet-ipr:20080080","volume":"3","author":"Maini","year":"2009","journal-title":"International journal of image processing"},{"key":"boe-10-7-3353-R41","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1023\/A:1008097225773","volume":"30","author":"Lindeberg","year":"1998","journal-title":"Int. J. Comput. Vis."},{"key":"boe-10-7-3353-R42","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1109\/TPAMI.1986.4767851","volume":"8","author":"Canny","year":"1986","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"boe-10-7-3353-R43","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1117\/12.159642","volume":"2","author":"Rivest","year":"1993","journal-title":"J. Electron. Imaging"},{"key":"boe-10-7-3353-R45","doi-asserted-by":"crossref","first-page":"2675","DOI":"10.1016\/j.sbspro.2015.06.477","volume":"195","author":"\u00d6zt\u00fcrk","year":"2015","journal-title":"Procedia Soc. Behav. Sci."},{"key":"boe-10-7-3353-R46","first-page":"311","article-title":"Robust segmentation of edge data","volume-title":"International Conference on Image Processing and its Applications","author":"Etemadi","year":"1992"},{"key":"boe-10-7-3353-R48","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1038\/s41598-017-01238-w","volume":"7","author":"Shirshin","year":"2017","journal-title":"Sci. Rep."},{"key":"boe-10-7-3353-R49","doi-asserted-by":"crossref","first-page":"026022","DOI":"10.1117\/1.JBO.18.2.026022","volume":"18","author":"Dancik","year":"2013","journal-title":"J. Biomed. Opt."},{"key":"boe-10-7-3353-R50","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1177\/001316448104100120","volume":"41","author":"Drehmer","year":"1981","journal-title":"Educ. Psychol. Meas."},{"key":"boe-10-7-3353-R51","first-page":"8887","volume":"975","author":"Harb","year":"2005","journal-title":"Int. J. Comput. Appl."},{"key":"boe-10-7-3353-R52","first-page":"1","article-title":"Texture feature extraction based on histogram of oriented gradient domain texture tendency for tyre pattern retrieval","volume-title":"Eighth International Conference on Intelligent Control and Information Processing (ICICIP)","author":"Ge","year":"2017"},{"key":"boe-10-7-3353-R53","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1117\/1.1644116","volume":"9","author":"Yasui","year":"2004","journal-title":"J. Biomed. Opt."},{"key":"boe-10-7-3353-R55","first-page":"123","volume":"24","author":"Breiman","year":"1996","journal-title":"Mach. Learn."},{"key":"boe-10-7-3353-R57","first-page":"3","article-title":"Ensembles of learning machines","volume-title":"Italian Workshop on Neural Nets","author":"Giorgio","year":"2002"}],"container-title":["Biomedical Optics Express"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.osapublishing.org\/viewmedia.cfm?URI=boe-10-7-3353&seq=0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T19:26:19Z","timestamp":1722972379000},"score":1,"resource":{"primary":{"URL":"https:\/\/opg.optica.org\/abstract.cfm?URI=boe-10-7-3353"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,14]]},"references-count":47,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2019]]},"published-print":{"date-parts":[[2019]]}},"URL":"https:\/\/doi.org\/10.1364\/boe.10.003353","relation":{},"ISSN":["2156-7085","2156-7085"],"issn-type":[{"value":"2156-7085","type":"print"},{"value":"2156-7085","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,6,14]]},"assertion":[{"value":"OSA - The Optical Society","name":"publisher","label":"This article is maintained by"},{"value":"https:\/\/doi.org\/10.1364\/BOE.10.003353","name":"articlelink","label":"Crossref DOI link to publisher maintained version"},{"value":"research-article","name":"content_type","label":"Article type"},{"value":"Screened by Similarity Check","name":"cross_check","label":"Similarity check"},{"value":"Yes","order":0,"name":"peer_reviewed","label":"Peer reviewed","group":{"name":"peer_review","label":"Peer review"}},{"value":"Single blind","order":1,"name":"review_process","label":"Review process","group":{"name":"peer_review","label":"Peer review"}},{"value":"2 April 2019","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"11 May 2019","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"14 June 2019","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}},{"value":"\u00a9 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement","name":"copyright","label":"Copyright"}]}}