{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,18]],"date-time":"2026-03-18T13:45:19Z","timestamp":1773841519859,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Romanian Ministry of Research and Innovation","award":["CCCDI - UEFISCDI, project number PN-III-P2-2.1-PTE"],"award-info":[{"award-number":["CCCDI - UEFISCDI, project number PN-III-P2-2.1-PTE"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3086021","type":"journal-article","created":{"date-parts":[[2021,6,3]],"date-time":"2021-06-03T22:09:50Z","timestamp":1622758190000},"page":"84344-84355","source":"Crossref","is-referenced-by-count":23,"title":["Keratoconus Severity Detection From Elevation, Topography and Pachymetry Raw Data Using a Machine Learning Approach"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7734-4854","authenticated-orcid":false,"given":"Alexandru","family":"Lavric","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liliana","family":"Anchidin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2437-6689","authenticated-orcid":false,"given":"Valentin","family":"Popa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2738-8896","authenticated-orcid":false,"given":"Ali H.","family":"Al-Timemy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4228-9298","authenticated-orcid":false,"given":"Zaid","family":"Alyasseri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5331-4730","authenticated-orcid":false,"given":"Hidenori","family":"Takahashi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8633-5730","authenticated-orcid":false,"given":"Siamak","family":"Yousefi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3096-6514","authenticated-orcid":false,"given":"Rossen M.","family":"Hazarbassanov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0000000000000834"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1167\/tvst.9.2.24"},{"key":"ref33","first-page":"89","article-title":"Near and long-term results of Penetrating keratoplastic at keratoconus in children","volume":"10","author":"shulyak","year":"2020","journal-title":"Oftalmol Vostochnaja Evr"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2012.01.025"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0000000000002420"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1097\/IIO.0000000000000298"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0b013e31819e34de"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2013.03.034"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2012.06.005"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1590\/S1807-59322010001200002"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0000000000002170"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3016060"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2020.07.045"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2020.08.020"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtos.2020.02.008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrs.2010.10.052"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2174\/1874364101711010217"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/jcm9092693"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/cxo.12300"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/jcm9103222"},{"key":"ref26","first-page":"1","article-title":"The correlation between corneal findings and disease severity in keratoconus per scheimpflug corneal tomography","volume":"2020","author":"shehata","year":"2020","journal-title":"Ophthalmology"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1136\/bjo.2010.185868"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1097\/OPX.0b013e3181d9519b"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0b013e31824d0e40"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.2147\/OPTH.S52483"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.15205\/kschs.2016.12.31.662"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1097\/ICO.0b013e3181fb4fa7"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1097\/00003226-199407000-00009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtos.2020.03.006"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/bs.pbr.2015.06.009"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/8162567"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41433-019-0554-4"},{"key":"ref13","first-page":"3849","article-title":"Effect of gender, age, and ocular and growth-related factors on corneal epithelial and stromal thickness in children","volume":"9","author":"kim","year":"2020","journal-title":"Clin Med"},{"key":"ref14","first-page":"59","article-title":"Repeatability of central corneal thickness and ocular anterior chamber depth measurements with the Orbscan topography system","volume":"6","author":"sanhermelando","year":"2002","journal-title":"European Journal of Anatomy"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1097\/ICL.0000000000000531"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/aos.13298"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/aos.12672"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.joco.2016.01.009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3928\/1081597X-20150122-07"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2020.11.021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3928\/1081597X-20200212-03"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-020-01137-3"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1097\/APO.0000000000000337","article-title":"Corneal stroma regeneration: New approach for the treatment of cornea disease","author":"el zarif","year":"2020","journal-title":"Proc Asia&#x2013;Pacific J Ophthalmol"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s12325-019-01026-0"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"770","DOI":"10.1016\/j.survophthal.2017.06.009","article-title":"A review of keratoconus: Diagnosis, pathophysiology, and genetics","volume":"62","author":"mas tur","year":"2017","journal-title":"Surv Ophthalmol"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2014-305220"},{"key":"ref9","first-page":"1","article-title":"Comparison of corneal biomechanical properties between post-LASIK ectasia and primary keratoconus","volume":"2020","author":"zhao","year":"2020","journal-title":"Ophthalmology"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2018.06.020"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2014.03.018"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1111\/j.1442-9071.2008.01821.x"},{"key":"ref42","year":"2021","journal-title":"Matlab"},{"key":"ref41","year":"2020","journal-title":"Oculus Pentacam HR User Guide"},{"key":"ref44","year":"2011"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/app9132764"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09446142.pdf?arnumber=9446142","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:56:26Z","timestamp":1639770986000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9446142\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3086021","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}