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Research

Role of waveform signal parameters in the classification of children as relatively slow and fast myopia progressors

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Pages 402-408 | Received 17 Nov 2022, Accepted 01 Feb 2023, Published online: 16 Feb 2023

References

  • Phillips J, McBrien N. Form deprivation myopia: elastic properties of sclera. Ophthalmic Physiol Opt 1995; 15: 357–362. doi:10.1046/j.1475-1313.1995.9500062i.x
  • Siegwart Jr JT, Norton TT. Regulation of the mechanical properties of tree shrew sclera by the visual environment. Vis Res 1999; 39: 387–407. doi:10.1016/S0042-a6989(98)00150-3
  • Phillips JR, Khalaj M, McBrien NA. Induced myopia associated with increased scleral creep in chick and tree shrew eyes. Invest Ophthalmol Vis Sci 2000; 41: 2028–2034.
  • Avetisov E, Savitskaya N, Vinetskaya M et al. A study of biochemical and biomechanical qualities of normal and myopic eye sclera in humans of different age groups. Metab Ophthalmol 1983; 7: 183–188.
  • Medeiros FA, Meira-Freitas D, Lisboa R et al. Corneal hysteresis as a risk factor for glaucoma progression: a prospective longitudinal study. Ophthalmol 2013; 120: 1533–1540. doi:10.1016/j.ophtha.2013.01.032
  • Harper AR, Summers JA. The dynamic sclera: extracellular matrix remodeling in normal ocular growth and myopia development. Exp Eye Res 2015; 133: 100–111. doi:10.1016/j.exer.2014.07.015
  • Kerautret J, Colin J, Touboul D et al. Biomechanical characteristics of the ectatic cornea. J Cataract Refract Surg 2008; 34: 510–513. doi:10.1016/j.jcrs.2007.11.018
  • Shen M, Fan F, Xue A et al. Biomechanical properties of the cornea in high myopia. Vision Res 2008; 48: 2167–2171. doi:10.1016/j.visres.2008.06.020
  • Song Y, Congdon N, Li L et al. Corneal hysteresis and axial length among Chinese secondary school children: the Xichang pediatric refractive error study (X-PRES) report no. 4. Am J Ophthalmol 2008; 145: 819–826 e811. doi:10.1016/j.ajo.2007.12.034
  • Chang P-Y, Chang S-W, Wang J-Y. Assessment of corneal biomechanical properties and intraocular pressure with the ocular response analyzer in childhood myopia. Br J Ophthalmol 2010; 94: 877–881. doi:10.1136/bjo.2009.158568
  • Jiang Z, Shen M, Mao G et al. Association between corneal biomechanical properties and myopia in Chinese subjects. Eye 2011; 25: 1083. doi:10.1038/eye.2011.104
  • Del Buey MA, Lavilla L, Ascaso FJ et al. Assessment of corneal biomechanical properties and intraocular pressure in myopic Spanish healthy population. J Ophthalmol 2014; 2014: 1–6. doi:10.1155/2014/905129
  • Wan K, Cheung SW, Wolffsohn JS et al. Role of corneal biomechanical properties in predicting of speed of myopic progression in children wearing orthokeratology lenses or single-vision spectacles. BMJ Open Ophthalmol 2018; 3: e000204. doi:10.1136/bmjophth-2018-000204
  • Lam AK, Chen D, Tse J. The usefulness of waveform score from the ocular response analyzer. Optom Vis Sci 2010; 87: 195–199. doi:10.1097/OPX.0b013e3181d1d940
  • Chen CC, Cheung SW, Cho P. Myopia control using toric orthokeratology (TO-SEE study). Invest Ophthalmol Vis Sci 2013; 54: 6510–6517. doi:10.1167/iovs.13-12527
  • Cho P, Cheung SW. Retardation of myopia in orthokeratology (ROMIO) study: a 2-year randomized clinical trial. Invest Ophthalmol Vis Sci 2012; 53: 7077–7085. doi:10.1167/iovs.12-10565
  • Wan K, Cheung SW, Wolffsohn JS et al. Repeatability of corneal biomechanics waveform signal parameters derived from ocular response analyzer in children. Cont Lens Anterior Eye 2021; 44: 101373. doi:10.1016/j.clae.2020.10.003
  • Cheung S-W, Boost MV, Cho P. Pre-treatment observation of axial elongation for evidence-based selection of children in Hong Kong for myopia control. Cont Lens Anterior Eye 2019; 42: 392–398. doi:10.1016/j.clae.2018.10.006
  • Lemon SC, Roy J, Clark MA et al. Classification and regression tree analysis in public health: methodological review and comparison with logistic regression. Ann Behav Med 2003; 26: 172–181. doi:10.1207/S15324796ABM2603_02
  • Breiman L, Friedman JH, Olshen RA et al. Classification and regression trees. New York: Routledge. 2017.
  • Friedman JH. The elements of statistical learning: data mining, inference, and prediction. New York: Springer. 2017.
  • Aoki S, Murata H, Matsuura M et al. The relationship between the waveform parameters from the ocular response analyzer and the progression of glaucoma. Ophthalmol Glaucoma 2018; 1: 123–131. doi:10.1016/j.ogla.2018.08.006
  • Luz A, Fontes BM, Lopes B et al. ORA waveform-derived biomechanical parameters to distinguish normal from keratoconic eyes. Arq Bras Oftalmol 2013; 76: 111–117. doi:10.1590/S0004-27492013000200011
  • Ventura BV, Machado AP, Ambrósio Jr R et al. Analysis of waveform-derived ORA parameters in early forms of keratoconus and normal corneas. J Refract Surg 2013; 29: 637–643. doi:10.3928/1081597X-20130819-05
  • Spoerl E, Terai N, Scholz F et al. Detection of biomechanical changes after corneal cross-linking using ocular response analyzer software. J Refract Surg 2011; 27: 452–457. doi:10.3928/1081597X-20110106-01
  • Hiraoka T, Kakita T, Okamoto F et al. Long-term effect of overnight orthokeratology on axial length elongation in childhood myopia: a 5-year follow-up study. Invest Ophthalmol Vis Sci 2012; 53: 3913–3919. doi:10.1167/iovs.11-8453
  • Taroni L, Bernabei F, Pellegrini M et al. Corneal biomechanical response alteration after scleral buckling surgery for rhegmatogenous retinal detachment. Am J Ophthalmol 2020; 217: 49–54. doi:10.1016/j.ajo.2020.03.054
  • Roberts CJ. Corneal hysteresis and beyond: does it involve the sclera? J Cataract Refract Surg 2021; 47: 427–429. doi:10.1097/j.jcrs.0000000000000626
  • Greene PR. Mechanical considerations in myopia: relative effects of accommodation, convergence, intraocular pressure, and the extraocular muscles. Am J Optom Physi Optic 1980; 57: 902–914. doi:10.1097/00006324-198012000-00004
  • McMonnies CW. Intraocular pressure spikes in keratectasia, axial myopia, and glaucoma. Optom Vis Sci 2008; 85: 1018–1026. doi:10.1097/OPX.0b013e3181890e91
  • Bakke EF, Hisdal J, Semb SO. Intraocular pressure increases in parallel with systemic blood pressure during isometric exercise. Invest Ophthalmol Vis Sci 2009; 50: 760–764. doi:10.1167/iovs.08-2508
  • McMonnies CW, Boneham GC. Corneal curvature stability with increased intraocular pressure. Eye Cont Lens 2007; 33: 130–137. doi:10.1097/01.icl.0000246910.02437.62
  • Gandhi PD, Gürses-Özden R, Liebmann JM et al. Attempted eyelid closure affects intraocular pressure measurement. Am J Ophthalmol 2001; 131: 417–420. doi:10.1016/S0002-9394(00)00802-3
  • Greene PR, McMahon TA. Scleral creep vs. temperature and pressure in vitro. Exp Eye Res 1979; 29: 527–537. doi:10.1016/0014-4835(79)90153-2
  • Berisha F, Findl O, Lasta M et al. A study comparing ocular pressure pulse and ocular fundus pulse in dependence of axial eye length and ocular volume. Acta Ophthalmol 2010; 88: 766–772. doi:10.1111/j.1755-3768.2009.01577.x
  • Lam AK, Wong S, Lam CS et al. The effect of myopic axial elongation and posture on the pulsatile ocular blood flow in young normal subjects. Optom Vis Sci 2002; 79: 300–305. doi:10.1097/00006324-200205000-00009
  • Rada JA, Nickla DL, Troilo D. Decreased proteoglycan synthesis associated with form deprivation myopia in mature primate eyes. Invest Ophthalmol Vis Sci 2000; 41: 2050–2058.
  • McBrien NA, Gentle A. Role of the sclera in the development and pathological complications of myopia. Prog Retin Eye Res 2003; 22: 307–338. doi:10.1016/S1350-9462(02)00063-0
  • He M, Wang W, Ding H et al. Corneal biomechanical properties in high myopia measured by dynamic scheimpflug imaging technology. Optom Vis Sci 2017; 94: 1074–1080. doi:10.1097/OPX.0000000000001152
  • Fernández L, Mediano P, García R et al. Risk factors predicting infectious lactational mastitis: decision tree approach versus logistic regression analysis. Matern Child Health J 2016; 20: 1895–1903. doi:10.1007/s10995-016-2000-6

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