{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:08:47Z","timestamp":1740107327956,"version":"3.37.3"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2022,4,30]],"date-time":"2022-04-30T00:00:00Z","timestamp":1651276800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,4,30]],"date-time":"2022-04-30T00:00:00Z","timestamp":1651276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82171092","81870684"],"award-info":[{"award-number":["82171092","81870684"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key R&D Program of China","doi-asserted-by":"crossref","award":["2020YFC2008200"],"award-info":[{"award-number":["2020YFC2008200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Graefes Arch Clin Exp Ophthalmol"],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1007\/s00417-022-05675-w","type":"journal-article","created":{"date-parts":[[2022,4,30]],"date-time":"2022-04-30T07:02:43Z","timestamp":1651302163000},"page":"3375-3385","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Corneal morphology correlates with choriocapillaris perfusion in myopic children"],"prefix":"10.1007","volume":"260","author":[{"given":"Xuewei","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiong","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4171-825X","authenticated-orcid":false,"given":"Kai","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Qu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingwei","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,4,30]]},"reference":[{"key":"5675_CR1","doi-asserted-by":"publisher","first-page":"1739","DOI":"10.1016\/S0140-6736(12)60272-4","volume":"379","author":"IG Morgan","year":"2012","unstructured":"Morgan IG, Ohno-Matsui K, Saw SM (2012) Myopia Lancet 379:1739\u20131748. https:\/\/doi.org\/10.1016\/S0140-6736(12)60272-4","journal-title":"Myopia Lancet"},{"key":"5675_CR2","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1016\/j.preteyeres.2017.09.004","volume":"62","author":"IG Morgan","year":"2018","unstructured":"Morgan IG, French AN, Ashby RS, Guo X, Ding X, He M, Rose KA (2018) The epidemics of myopia: aetiology and prevention. Prog Retin Eye Res 62:134\u2013149. https:\/\/doi.org\/10.1016\/j.preteyeres.2017.09.004","journal-title":"Prog Retin Eye Res"},{"key":"5675_CR3","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1097\/ICU.0000000000000367","volume":"28","author":"Leo SW, Scientific Bureau of World Society of Paediatric O, Strabismus","year":"2017","unstructured":"Leo SW, Scientific Bureau of World Society of Paediatric O, Strabismus (2017) Current approaches to myopia control. Curr Opin Ophthalmol 28:267\u2013275. https:\/\/doi.org\/10.1097\/ICU.0000000000000367","journal-title":"Curr Opin Ophthalmol"},{"key":"5675_CR4","doi-asserted-by":"publisher","first-page":"2445","DOI":"10.1167\/iovs.12-11434","volume":"54","author":"SJ Vincent","year":"2013","unstructured":"Vincent SJ, Collins MJ, Read SA, Carney LG (2013) Retinal and choroidal thickness in myopic anisometropia. Invest Ophthalmol Vis Sci 54:2445\u20132456. https:\/\/doi.org\/10.1167\/iovs.12-11434","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR5","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1167\/iovs.62.1.8","volume":"62","author":"H Wu","year":"2021","unstructured":"Wu H, Zhang G, Shen M, Xu R, Wang P, Guan Z, Xie Z, Jin Z, Chen S, Mao X, Qu J, Zhou X (2021) Assessment of choroidal vascularity and choriocapillaris blood perfusion in anisomyopic adults by SS-OCT\/OCTA. Invest Ophthalmol Vis Sci 62:8. https:\/\/doi.org\/10.1167\/iovs.62.1.8","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR6","doi-asserted-by":"publisher","first-page":"e709","DOI":"10.1111\/aos.14372","volume":"98","author":"Q Wu","year":"2020","unstructured":"Wu Q, Chen Q, Lin B, Huang S, Wang Y, Zhang L, Lin H, Wang J, Lu F, Shen M (2020) Relationships among retinal\/choroidal thickness, retinal microvascular network and visual field in high myopia. Acta Ophthalmol 98:e709\u2013e714. https:\/\/doi.org\/10.1111\/aos.14372","journal-title":"Acta Ophthalmol"},{"key":"5675_CR7","doi-asserted-by":"publisher","DOI":"10.1111\/aos.14773","author":"Y Liu","year":"2021","unstructured":"Liu Y, Wang L, Xu Y, Pang Z, Mu G (2021) The influence of the choroid on the onset and development of myopia: from perspectives of choroidal thickness and blood flow. Acta Ophthalmol. https:\/\/doi.org\/10.1111\/aos.14773","journal-title":"Acta Ophthalmol"},{"key":"5675_CR8","doi-asserted-by":"publisher","first-page":"3074","DOI":"10.1167\/iovs.18-26397","volume":"60","author":"S Zhang","year":"2019","unstructured":"Zhang S, Zhang G, Zhou X, Xu R, Wang S, Guan Z, Lu J, Srinivasalu N, Shen M, Jin Z, Qu J, Zhou X (2019) Changes in choroidal thickness and choroidal blood perfusion in guinea pig myopia. Invest Ophthalmol Vis Sci 60:3074\u20133083. https:\/\/doi.org\/10.1167\/iovs.18-26397","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR9","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1136\/bjo.2009.163535","volume":"94","author":"T Wakabayashi","year":"2010","unstructured":"Wakabayashi T, Ikuno Y (2010) Choroidal filling delay in choroidal neovascularisation due to pathological myopia. Br J Ophthalmol 94:611\u2013615. https:\/\/doi.org\/10.1136\/bjo.2009.163535","journal-title":"Br J Ophthalmol"},{"key":"5675_CR10","doi-asserted-by":"publisher","first-page":"E7091","DOI":"10.1073\/pnas.1721443115","volume":"115","author":"H Wu","year":"2018","unstructured":"Wu H, Chen W, Zhao F, Zhou Q, Reinach PS, Deng L, Ma L, Luo S, Srinivasalu N, Pan M, Hu Y, Pei X, Sun J, Ren R, Xiong Y, Zhou Z, Zhang S, Tian G, Fang J, Zhang L, Lang J, Wu D, Zeng C, Qu J, Zhou X (2018) Scleral hypoxia is a target for myopia control. Proc Natl Acad Sci\u00a0USA\u00a0115:E7091\u2013E7100. https:\/\/doi.org\/10.1073\/pnas.1721443115","journal-title":"Proc Natl Acad Sci U S A"},{"key":"5675_CR11","doi-asserted-by":"publisher","first-page":"620","DOI":"10.1016\/j.ophtha.2014.09.028","volume":"122","author":"HA Swarbrick","year":"2015","unstructured":"Swarbrick HA, Alharbi A, Watt K, Lum E, Kang P (2015) Myopia control during orthokeratology lens wear in children using a novel study design. Ophthalmology 122:620\u2013630. https:\/\/doi.org\/10.1016\/j.ophtha.2014.09.028","journal-title":"Ophthalmology"},{"key":"5675_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.clae.2020.06.006","volume":"44","author":"W Zhao","year":"2021","unstructured":"Zhao W, Li Z, Hu Y, Jiang J, Long W, Cui D, Chen W, Yang X (2021) Short-term effects of atropine combined with orthokeratology (ACO) on choroidal thickness. Cont Lens Anterior Eye 44:101348. https:\/\/doi.org\/10.1016\/j.clae.2020.06.006","journal-title":"Cont Lens Anterior Eye"},{"key":"5675_CR13","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1167\/iovs.61.13.25","volume":"61","author":"X Zhou","year":"2020","unstructured":"Zhou X, Zhang S, Zhang G, Chen Y, Lei Y, Xiang J, Xu R, Qu J, Zhou X (2020) Increased choroidal blood perfusion can inhibit form deprivation myopia in guinea pigs. Invest Ophthalmol Vis Sci 61:25. https:\/\/doi.org\/10.1167\/iovs.61.13.25","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR14","doi-asserted-by":"publisher","first-page":"21090","DOI":"10.1038\/srep21090","volume":"6","author":"R Agrawal","year":"2016","unstructured":"Agrawal R, Gupta P, Tan KA, Cheung CM, Wong TY, Cheng CY (2016) Choroidal vascularity index as a measure of vascular status of the choroid: measurements in healthy eyes from a population-based study. Sci Rep 6:21090. https:\/\/doi.org\/10.1038\/srep21090","journal-title":"Sci Rep"},{"key":"5675_CR15","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1159\/000048299","volume":"216","author":"PI Chou","year":"2002","unstructured":"Chou PI, Lu DW, Chen JT (2002) Effect of sympathetic denervation on rabbit choroidal blood flow. Ophthalmologica 216:60\u201364. https:\/\/doi.org\/10.1159\/000048299","journal-title":"Ophthalmologica"},{"key":"5675_CR16","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1167\/iovs.61.4.18","volume":"61","author":"Z Li","year":"2020","unstructured":"Li Z, Long W, Hu Y, Zhao W, Zhang W, Yang X (2020) Features of the choroidal structures in myopic children based on image binarization of optical coherence tomography. Invest Ophthalmol Vis Sci 61:18. https:\/\/doi.org\/10.1167\/iovs.61.4.18","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR17","doi-asserted-by":"publisher","first-page":"15368","DOI":"10.1038\/s41598-020-72358-z","volume":"10","author":"N Mehta","year":"2020","unstructured":"Mehta N, Braun PX, Gendelman I, Alibhai AY, Arya M, Duker JS, Waheed NK (2020) Repeatability of binarization thresholding methods for optical coherence tomography angiography image quantification. Sci Rep 10:15368. https:\/\/doi.org\/10.1038\/s41598-020-72358-z","journal-title":"Sci Rep"},{"key":"5675_CR18","doi-asserted-by":"publisher","first-page":"1098","DOI":"10.1136\/bjophthalmol-2019-314962","volume":"104","author":"Y Karakucuk","year":"2020","unstructured":"Karakucuk Y, Beyoglu A, Comez A (2020) Quantitative assessment of the effect of fasting on macular microcirculation: an optical coherence tomography angiography study. Br J Ophthalmol 104:1098\u20131102. https:\/\/doi.org\/10.1136\/bjophthalmol-2019-314962","journal-title":"Br J Ophthalmol"},{"key":"5675_CR19","first-page":"2338","volume":"38","author":"CE Riva","year":"1997","unstructured":"Riva CE, Titze P, Hero M, Movaffaghy A, Petrig BL (1997) Choroidal blood flow during isometric exercises. Invest Ophthalmol Vis Sci 38:2338\u20132343","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR20","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.ajo.2016.07.023","volume":"170","author":"RF Spaide","year":"2016","unstructured":"Spaide RF (2016) Choriocapillaris flow features follow a power law distribution: implications for characterization and mechanisms of disease progression. Am J Ophthalmol 170:58\u201367. https:\/\/doi.org\/10.1016\/j.ajo.2016.07.023","journal-title":"Am J Ophthalmol"},{"doi-asserted-by":"publisher","unstructured":"Tan CS, Lim LW, Chow VS, Chay IW, Tan S, Cheong KX, Tan GT, Sadda SR (2016) Optical coherence tomography angiography evaluation of the parafoveal vasculature and its relationship with ocular factors. Invest Ophthalmol Vis Sci 57: OCT224\u2013234 DOI https:\/\/doi.org\/10.1167\/iovs.15-18869","key":"5675_CR21","DOI":"10.1167\/iovs.15-18869"},{"key":"5675_CR22","doi-asserted-by":"publisher","first-page":"1173","DOI":"10.1007\/s00417-020-04639-2","volume":"258","author":"L Su","year":"2020","unstructured":"Su L, Ji YS, Tong N, Sarraf D, He X, Sun X, Xu X, Sadda SR (2020) Quantitative assessment of the retinal microvasculature and choriocapillaris in myopic patients using swept-source optical coherence tomography angiography. Graefes Arch Clin Exp Ophthalmol 258:1173\u20131180. https:\/\/doi.org\/10.1007\/s00417-020-04639-2","journal-title":"Graefes Arch Clin Exp Ophthalmol"},{"key":"5675_CR23","doi-asserted-by":"publisher","first-page":"1343","DOI":"10.2147\/IJGM.S301702","volume":"14","author":"T Lin","year":"2021","unstructured":"Lin T, Yang Y, Lin J, Zhang J, Wen Q, He X, Chen G (2021) A comparative study of macular and choroidal thickness and blood-flow parameters in patients with intermediate and simple juvenile moderate myopia. Int J Gen Med 14:1343\u20131348. https:\/\/doi.org\/10.2147\/IJGM.S301702","journal-title":"Int J Gen Med"},{"key":"5675_CR24","doi-asserted-by":"publisher","first-page":"1805","DOI":"10.1016\/j.ophtha.2011.02.001","volume":"118","author":"JB Jonas","year":"2011","unstructured":"Jonas JB, Nangia V, Sinha A, Gupta R (2011) Corneal refractive power and its associations with ocular and general parameters: the Central India Eye and Medical Study. Ophthalmology 118:1805\u20131811. https:\/\/doi.org\/10.1016\/j.ophtha.2011.02.001","journal-title":"Ophthalmology"},{"key":"5675_CR25","doi-asserted-by":"publisher","first-page":"1235","DOI":"10.1167\/iovs.10-5449","volume":"52","author":"T AlMahmoud","year":"2011","unstructured":"AlMahmoud T, Priest D, Munger R, Jackson WB (2011) Correlation between refractive error, corneal power, and thickness in a large population with a wide range of ametropia. Invest Ophthalmol Vis Sci 52:1235\u20131242. https:\/\/doi.org\/10.1167\/iovs.10-5449","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR26","doi-asserted-by":"publisher","first-page":"1419","DOI":"10.1007\/s00417-018-4012-y","volume":"256","author":"P Milani","year":"2018","unstructured":"Milani P, Montesano G, Rossetti L, Bergamini F, Pece A (2018) Vessel density, retinal thickness, and choriocapillaris vascular flow in myopic eyes on OCT angiography. Graefes Arch Clin Exp Ophthalmol 256:1419\u20131427. https:\/\/doi.org\/10.1007\/s00417-018-4012-y","journal-title":"Graefes Arch Clin Exp Ophthalmol"},{"key":"5675_CR27","doi-asserted-by":"publisher","first-page":"2063","DOI":"10.1167\/iovs.16-21289","volume":"58","author":"M Al-Sheikh","year":"2017","unstructured":"Al-Sheikh M, Phasukkijwatana N, Dolz-Marco R, Rahimi M, Iafe NA, Freund KB, Sadda SR, Sarraf D (2017) Quantitative OCT angiography of the retinal microvasculature and the choriocapillaris in myopic eyes. Invest Ophthalmol Vis Sci 58:2063\u20132069. https:\/\/doi.org\/10.1167\/iovs.16-21289","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR28","doi-asserted-by":"publisher","first-page":"E133","DOI":"10.3928\/23258160-20190503-13","volume":"50","author":"P Scherm","year":"2019","unstructured":"Scherm P, Pettenkofer M, Maier M, Lohmann CP, Feucht N (2019) Choriocapillary blood flow in myopic subjects measured with OCT angiography. Ophthalmic Surg Lasers Imaging Retina 50:E133\u2013E139. https:\/\/doi.org\/10.3928\/23258160-20190503-13","journal-title":"Ophthalmic Surg Lasers Imaging Retina"},{"doi-asserted-by":"crossref","unstructured":"Patil P, Karthikeyan A (2020) A survey on K-means clustering for analyzing variation in data. Springer Singapore, Singapore, pp. 317\u2013323.","key":"5675_CR29","DOI":"10.1007\/978-981-15-0146-3_29"},{"key":"5675_CR30","doi-asserted-by":"publisher","first-page":"913","DOI":"10.1038\/s41433-020-0995-9","volume":"35","author":"C Iovino","year":"2021","unstructured":"Iovino C, Chhablani J, Rasheed MA, Tatti F, Bernabei F, Pellegrini M, Giannaccare G, Peiretti E (2021) Effects of different mydriatics on the choroidal vascularity in healthy subjects. Eye (Lond) 35:913\u2013918. https:\/\/doi.org\/10.1038\/s41433-020-0995-9","journal-title":"Eye (Lond)"},{"key":"5675_CR31","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.clnesp.2021.04.007","volume":"43","author":"N Arej","year":"2021","unstructured":"Arej N, Azar G, Salviat F, Alonso AS, Zuber K, Metten MA, Salomon L, Vasseur V, Mauget-Faysse M (2021) Study of choroidal thickness variations after ingestion of a taurine and caffeine-containing energy drink. Clin Nutr ESPEN 43:245\u2013249. https:\/\/doi.org\/10.1016\/j.clnesp.2021.04.007","journal-title":"Clin Nutr ESPEN"},{"key":"5675_CR32","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1167\/iovs.11-8782","volume":"53","author":"CS Tan","year":"2012","unstructured":"Tan CS, Ouyang Y, Ruiz H, Sadda SR (2012) Diurnal variation of choroidal thickness in normal, healthy subjects measured by spectral domain optical coherence tomography. Invest Ophthalmol Vis Sci 53:261\u2013266. https:\/\/doi.org\/10.1167\/iovs.11-8782","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR33","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1001\/jamaophthalmol.2019.4821","volume":"138","author":"S Llanas","year":"2020","unstructured":"Llanas S, Linderman RE, Chen FK, Carroll J (2020) Assessing the use of incorrectly scaled optical coherence tomography angiography images in peer-reviewed studies: a systematic review. JAMA Ophthalmol 138:86\u201394. https:\/\/doi.org\/10.1001\/jamaophthalmol.2019.4821","journal-title":"JAMA Ophthalmol"},{"key":"5675_CR34","doi-asserted-by":"publisher","first-page":"3065","DOI":"10.1167\/iovs.17-21551","volume":"58","author":"DM Sampson","year":"2017","unstructured":"Sampson DM, Gong P, An D, Menghini M, Hansen A, Mackey DA, Sampson DD, Chen FK (2017) Axial length variation impacts on superficial retinal vessel density and foveal avascular zone area measurements using optical coherence tomography angiography. Invest Ophthalmol Vis Sci 58:3065\u20133072. https:\/\/doi.org\/10.1167\/iovs.17-21551","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR35","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1007\/BF00175988","volume":"232","author":"AG Bennett","year":"1994","unstructured":"Bennett AG, Rudnicka AR, Edgar DF (1994) Improvements on Littmann\u2019s method of determining the size of retinal features by fundus photography. Graefes Arch Clin Exp Ophthalmol 232:361\u2013367. https:\/\/doi.org\/10.1007\/BF00175988","journal-title":"Graefes Arch Clin Exp Ophthalmol"},{"key":"5675_CR36","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/j.ajo.2020.02.003","volume":"213","author":"Z Chu","year":"2020","unstructured":"Chu Z, Cheng Y, Zhang Q, Zhou H, Dai Y, Shi Y, Gregori G, Rosenfeld PJ, Wang RK (2020) Quantification of choriocapillaris with Phansalkar local thresholding: pitfalls to avoid. Am J Ophthalmol 213:161\u2013176. https:\/\/doi.org\/10.1016\/j.ajo.2020.02.003","journal-title":"Am J Ophthalmol"},{"key":"5675_CR37","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1016\/j.preteyeres.2017.12.001","volume":"64","author":"A Reiner","year":"2018","unstructured":"Reiner A, Fitzgerald MEC, Del Mar N, Li C (2018) Neural control of choroidal blood flow. Prog Retin Eye Res 64:96\u2013130. https:\/\/doi.org\/10.1016\/j.preteyeres.2017.12.001","journal-title":"Prog Retin Eye Res"},{"key":"5675_CR38","first-page":"1247","volume":"36","author":"RW Flower","year":"1995","unstructured":"Flower RW, Fryczkowski AW, McLeod DS (1995) Variability in choriocapillaris blood flow distribution. Invest Ophthalmol Vis Sci 36:1247\u20131258","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR39","doi-asserted-by":"publisher","first-page":"5032","DOI":"10.1167\/iovs.18-24954","volume":"59","author":"C Li","year":"2018","unstructured":"Li C, Fitzgerald MEC, Del Mar N, Haughey C, Reiner A (2018) Defective choroidal blood flow baroregulation and retinal dysfunction and pathology following sympathetic denervation of choroid. Invest Ophthalmol Vis Sci 59:5032\u20135044. https:\/\/doi.org\/10.1167\/iovs.18-24954","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR40","doi-asserted-by":"publisher","DOI":"10.1097\/IAE.0000000000003238","author":"G Sun","year":"2021","unstructured":"Sun G, Chen C, Jiang J, Yi Z, Wang X, Miao Q, Xu A, He L (2021) New insights into the association between choroidal vessels and choriocapillaris in normal eyes. Retina. https:\/\/doi.org\/10.1097\/IAE.0000000000003238","journal-title":"Retina"},{"key":"5675_CR41","doi-asserted-by":"publisher","DOI":"10.1007\/s40123-021-00450-2","author":"Li SM, Ren MY, Gan J, Zhang SG, Kang MT, Li H, Atchison DA, Rozema J, Grzybowski A, Wang N, Anyang Childhood Eye Study G","year":"2022","unstructured":"Li SM, Ren MY, Gan J, Zhang SG, Kang MT, Li H, Atchison DA, Rozema J, Grzybowski A, Wang N, Anyang Childhood Eye Study G (2022) Machine learning to determine risk factors for myopia progression in primary school children: the Anyang Childhood Eye Study. Ophthalmol Ther. https:\/\/doi.org\/10.1007\/s40123-021-00450-2","journal-title":"Ophthalmol Ther"},{"key":"5675_CR42","doi-asserted-by":"publisher","first-page":"370","DOI":"10.1097\/00006324-199906000-00016","volume":"76","author":"CS Lam","year":"1999","unstructured":"Lam CS, Edwards M, Millodot M, Goh WS (1999) A 2-year longitudinal study of myopia progression and optical component changes among Hong Kong schoolchildren. Optom Vis Sci 76:370\u2013380. https:\/\/doi.org\/10.1097\/00006324-199906000-00016","journal-title":"Optom Vis Sci"},{"key":"5675_CR43","first-page":"1217","volume":"46","author":"Q Kong","year":"2017","unstructured":"Kong Q, Guo J, Zhou J, Zhang Y, Dou X (2017) Factors determining effective orthokeratology treatment for controlling juvenile myopia progression. Iran J Public Health 46:1217\u20131222","journal-title":"Iran J Public Health"},{"key":"5675_CR44","doi-asserted-by":"publisher","DOI":"10.1136\/bmjophth-2018-000204","volume":"3","author":"K Wan","year":"2018","unstructured":"Wan K, Cheung SW, Wolffsohn JS, Orr JB, Cho P (2018) Role of corneal biomechanical properties in predicting of speed of myopic progression in children wearing orthokeratology lenses or single-vision spectacles. BMJ Open Ophthalmol 3:e000204. https:\/\/doi.org\/10.1136\/bmjophth-2018-000204","journal-title":"BMJ Open Ophthalmol"},{"key":"5675_CR45","doi-asserted-by":"publisher","first-page":"622","DOI":"10.1016\/j.preteyeres.2012.06.004","volume":"31","author":"DI Flitcroft","year":"2012","unstructured":"Flitcroft DI (2012) The complex interactions of retinal, optical and environmental factors in myopia aetiology. Prog Retin Eye Res 31:622\u2013660. https:\/\/doi.org\/10.1016\/j.preteyeres.2012.06.004","journal-title":"Prog Retin Eye Res"},{"key":"5675_CR46","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1111\/cxo.12960","volume":"103","author":"RP Hughes","year":"2020","unstructured":"Hughes RP, Vincent SJ, Read SA, Collins MJ (2020) Higher order aberrations, refractive error development and myopia control: a review. Clin Exp Optom 103:68\u201385. https:\/\/doi.org\/10.1111\/cxo.12960","journal-title":"Clin Exp Optom"},{"key":"5675_CR47","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1186\/s12886-020-01727-z","volume":"20","author":"X Zhang","year":"2020","unstructured":"Zhang X, Ma JH, Xi X, Guan L (2020) Characteristics of corneal high-order aberrations in adolescents with mild to moderate myopia. BMC Ophthalmol 20:465. https:\/\/doi.org\/10.1186\/s12886-020-01727-z","journal-title":"BMC Ophthalmol"},{"key":"5675_CR48","doi-asserted-by":"publisher","first-page":"7876","DOI":"10.1038\/s41598-017-08177-6","volume":"7","author":"T Hiraoka","year":"2017","unstructured":"Hiraoka T, Kotsuka J, Kakita T, Okamoto F, Oshika T (2017) Relationship between higher-order wavefront aberrations and natural progression of myopia in schoolchildren. Sci Rep 7:7876. https:\/\/doi.org\/10.1038\/s41598-017-08177-6","journal-title":"Sci Rep"},{"key":"5675_CR49","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.visres.2009.10.004","volume":"50","author":"X Chen","year":"2010","unstructured":"Chen X, Sankaridurg P, Donovan L, Lin Z, Li L, Martinez A, Holden B, Ge J (2010) Characteristics of peripheral refractive errors of myopic and non-myopic Chinese eyes. Vision Res 50:31\u201335. https:\/\/doi.org\/10.1016\/j.visres.2009.10.004","journal-title":"Vision Res"},{"key":"5675_CR50","first-page":"1022","volume":"41","author":"DO Mutti","year":"2000","unstructured":"Mutti DO, Sholtz RI, Friedman NE, Zadnik K (2000) Peripheral refraction and ocular shape in children. Invest Ophthalmol Vis Sci 41:1022\u20131030","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR51","doi-asserted-by":"publisher","first-page":"7019","DOI":"10.1167\/iovs.11-8046","volume":"52","author":"Y Ouyang","year":"2011","unstructured":"Ouyang Y, Heussen FM, Mokwa N, Walsh AC, Durbin MK, Keane PA, Sanchez PJ, Ruiz-Garcia H, Sadda SR (2011) Spatial distribution of posterior pole choroidal thickness by spectral domain optical coherence tomography. Invest Ophthalmol Vis Sci 52:7019\u20137026. https:\/\/doi.org\/10.1167\/iovs.11-8046","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"5675_CR52","doi-asserted-by":"publisher","first-page":"2173","DOI":"10.1167\/iovs.09-4383","volume":"51","author":"Y Ikuno","year":"2010","unstructured":"Ikuno Y, Kawaguchi K, Nouchi T, Yasuno Y (2010) Choroidal thickness in healthy Japanese subjects. Invest Ophthalmol Vis Sci 51:2173\u20132176. https:\/\/doi.org\/10.1167\/iovs.09-4383","journal-title":"Invest Ophthalmol Vis Sci"}],"container-title":["Graefe's Archive for Clinical and Experimental Ophthalmology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00417-022-05675-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00417-022-05675-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00417-022-05675-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T05:04:23Z","timestamp":1663218263000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00417-022-05675-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,30]]},"references-count":52,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2022,10]]}},"alternative-id":["5675"],"URL":"https:\/\/doi.org\/10.1007\/s00417-022-05675-w","relation":{},"ISSN":["0721-832X","1435-702X"],"issn-type":[{"type":"print","value":"0721-832X"},{"type":"electronic","value":"1435-702X"}],"subject":[],"published":{"date-parts":[[2022,4,30]]},"assertion":[{"value":"28 October 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 March 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 April 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 April 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"This study design adhered to the principles of the Helsinki Declaration and was approved by the Ethics Committee of Peking University People\u2019s Hospital. Study approval number is 2020PHB276.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}