본문 바로가기
KERD
논문KCI 등재

9가지 인공수정체 도수 계산 공식의 정확성 비교

Accuracy of Intraocular Lens Power Prediction Using 9 Formula

2

조회

0

다운로드

0

인용

0

참고문헌

키워드

주제분류안과학

초록

목적: 현재까지 나와있는 최신 9가지 인공수정체 도수 계산 공식의 정확성을 비교하였다. 대상과 방법: 2015년 10월부터 2021년 3월까지 백내장수술만 시행한 환자 228명의 228안을 분석하였다. 수술 전 LENSTAR로 9가지공식의 예측 굴절값을 구하였다. 수술 후 2달째 실제 굴절값을 2가지 intraocular lens의 종류, 안축장, Keratometry (K)값에 따라나누어 굴절값의 오차(mean prediction error, ME)와 절대오차(mean absolute error, MAE), 절대오차의 중간값(median absolute error, MedAE), MAE가 ± 0.50 diopters (D), ± 0.75 D, ± 1.00 D 이내 비율을 구하였다. 결과: 두 인공수정체 모두 MAE는 Haigis가 가장 높은 정확도를 보였으며 그 다음 Barrett Universal II (Barrett II)와 Olsen이었다. MAE가 0.50 D 이내 비율 가장 높은 공식은 Haigis였다. AXL≥25 mm 20안에서 MAE는 Hoffer Q가 가장 정확하였고 그 다음은 Olsen 과 Barrett II였다. MAE가 0.50 D 이내 비율이 높은 공식은 Hoffer Q였다. K≥46 D 24안에서 MAE와 MedAE는 Haigis가 정확하였으며그 다음은 Barrett II였다. MAE가 0.50 D 이내 비율이 높은 공식은 Holladay, Barrett II, Haigis 순이었다. 결론: 인공수정체 도수를 계산하는 공식들 중 Haigis와 Barrett II가 정확도가 높았다. 긴 안축장에서는 Hoffer Q와 Olsen 그리고Barrett II가 높은 정확도를 보였고 각막곡률이 큰 환자에서는 Haigis와 Barrett II가 높은 정확도를 보였다.

Abstract

Purpose: To compare the accuracy of nine intraocular lens (IOL) power calculation formulas. Methods: This study is retrospective consecutive case series. A total of 228 eyes of 228 patients who underwent uncomplicated cataract surgery between October 2015 and March 2021 were included. The accuracy of nine IOL calculation formulas (Kane, Emmetropia verifying optical version, Hill-radial basis function, Olsen, Barrett Universal II [Barrett II], Haigis, Holladay, Hoffer, and SRK/T) was compared and analyzed using differences between the predicted refractive power and actual refractive power at 2 months after cataract surgery. Mean prediction error (ME), mean absolute error (MAE), median absolute error (MedAE), and the percentage of eyes that were within ± 0.50 diopters (D), ± 0.75 D, and ± 1.00 D of the target refraction were calculated for each formula. Results: For all eyes, Haigis formula was the most accurate in MAE, followed by Barrett II formula. Comparing the probability of MAE within 0.50 D, Haigis formula showed the highest accuracy. A total of 20 eyes of 20 patients had more than 25 mm axial length. Regarding MAE, Hoffer Q was the most accurate, followed by the Olsen formula. Comparing the probability of MAE within 0.50 D, the Hoffer Q formula was the most accurate. A total of 24 eyes of 24 patients had more than 46 D keratometry. Regarding MAE and MedAE, Haigis was the most accurate, followed by the Barrett II formula. Comparing the probability of MAE within 0.5 D, Holladay formula was the most accurate. Conclusions: Barrett II and Haigis formulas showed greater accuracy for all patients when we determined IOL power before cataract surgery. Hoffer Q, Olsen, and Barrett II formulas showed higher accuracy for long axial length. And Haigis and Barrett II were the most accurate for steep keratometry.

참고문헌 (46)

  1. Kane JX, "Intraocular lens power formulas, biometry, and intraoperative aberrometry : a review", Ophthalmology, 128, pp.e94~e114 (2021)
  2. Goto S, "Preliminary demonstration of a novel intraocular lens power calculation : the O formula", J Cataract Refract Surg, 48, pp.1305~1311 (2022)
  3. Fram NR, "Comparison of intraoperative aberrometry, OCT-based IOL formula, Haigis-L, and masket formulae for IOL power calculation after laser vision correction", Ophthalmology, 122, pp.1096~1101 (2015)
  4. Vander Mijnsbrugge J, "The role of the vitreous body in effective IOL positioning", Graefes Arch Clin Exp Ophthalmol, 256, pp.1517~1520 (2018)
  5. Aristodemou P, "Formula choice : Hoffer Q, Holladay 1, or SRK", T and refractive outcomes in 8108 eyes after cataract surgery with biometry by partial coherence interferometry, 2011, pp.37, 63~71
  6. Yang S, "Effect of anterior chamber depth on the choice of intraocular lens calculation formula", PLoS One, 12, pp.e0189868~ (2017)
  7. Eom Y, "Comparison of Hoffer Q and Haigis formulae for intraocular lens power calculation according to the anterior chamber depth in short eyes", Am J Ophthalmol, 157, pp.818~824 (2014)
  8. Miraftab M, "Effect of anterior chamber depth on the choice of intraocular lens calculation formula in patients with normal axial length", Middle East Afr J Ophthalmol, 21, pp.307~311 (2014)
  9. Gatinel D, "Determining the theoretical effective lens position of thick intraocular lenses for machine learning-based IOL power calculation and simulation", Transl Vis Sci Technol, 10, pp.27~ (2021)
  10. Olsen T, "C constant : new concept for ray tracing-assisted intraocular lens power calculation", J Cataract Refract Surg, 40, pp.764~773 (2014)
  11. Xia T, "Update on intraocular lens formulas and calculations", Asia Pac J Ophthalmol(Phila), 9, pp.186~193 (2020)
  12. Ong APC, "Megalocornea, anterior megalophthalmos, keratoglobus and associated anterior segment disorders : a review", Clin Exp Ophthalmol, 49, pp.477~497 (2021)
  13. Carmona GonzálezD, "Accuracy of a new intraocular lens power calculation method based on artificial intelligence", Eye(Lond), 35, pp.517~522 (2021)
  14. Sramka M, "Improving clinical refractive results of cataract surgery by machine learning", PeerJ, 7, pp.e7202~ (2019)
  15. Zhao J, "Accuracy of eight intraocular lens power calculation formulas for segmented multifocal intraocular lens", Int J Ophthalmol, 13, pp.1378~1384 (2020)
  16. Szalai E, "Comparison of various intraocular lens formulas using a new high-resolution swept-source optical coherence tomographer", J Cataract Refract Surg, 46, pp.1138~1141 (2020)
  17. Sánchez-Liñan N, "Evaluation of biometric formulas in the calculation of intraocular lens according to axial length and type of the lens", Sci Rep, 13, pp.4678~ (2023)
  18. Dong J, "Comparison of axial length, anterior chamber depth and intraocular lens power between IOLMaster and ultrasound in normal, long and short eyes", PLoS One, 13, pp.e0194273~ (2018)
  19. Charalampidou S, "Effect on refractive outcomes after cataract surgery of intraocular lens constant personalization using the Haigis formula", J Cataract Refract Surg, 36, pp.1081~1089 (2010)
  20. Scholtz SK, "Benefits and new features of a modern international internet database"IOLCon"for updated and optimized IOL constants and IOL specifications", Klin Monbl Augenheilkd, 238, pp.996~1003 (2021)
  21. Olsen T, "Sources of error in intraocular lens power calculation", J Cataract Refract Surg, 18, pp.125~129 (1992)
  22. Ryu S, "Accuracy of the Kane formula for intraocular lens power calculation in comparison with existing formulas : a retrospective review", Yonsei Med J, 62, pp.1117~1124 (2021)
  23. Voytsekhivskyy OV, "Clinical accuracy of 18 IOL power formulas in 241 short eyes", Curr Eye Res, 46, pp.1832~1843 (2021)
  24. Jasman AA, "Prediction error and accuracy of intraocular lens power calculation in pediatric patient comparing SRK II and Pediatric IOL Calculator", BMC Ophthalmol, 10, pp.20~ (2010)
  25. Wlaź A, "Intraocular lens power calculations in eyes with pseudoexfoliation syndrome", Sci Rep, 11, pp.19071~ (2021)
  26. Ferreira TB, "Comparison of methodologies using estimated or measured values of total corneal astigmatism for toric intraocular lens power calculation", J Refract Surg, 33, pp.794~800 (2017)
  27. Hoffer KJ, "Protocols for studies of intraocular lens formula accuracy", Am J Ophthalmol, 160, pp.403~405 (2015)
  28. Shammas HJ, "Effects on IOL power calculation and expected clinical outcomes of axial length measurements based on multiple vs single refractive indices", Clin Ophthalmol, 14, pp.1511~1519 (2020)
  29. Zhang Y, "Gender differences in refraction prediction error of five formulas for cataract surgery", MC Ophthalmol, 21, pp.183~ (2021)
  30. Melles RB, "Accuracy of intraocular lens calculation formulas", Ophthalmology, 125, pp.169~178 (2018)
  31. Wallace HB, "Predicting pseudophakic refractive error : Interplay of biometry prediction error, anterior chamber depth, and changes in corneal curvature", J Cataract Refract Surg, 44, pp.1123~1129 (2018)
  32. Lwowski C, "Prediction accuracy of IOL calculation formulas using the ASCRS online calculator for a diffractive extended depth-of-focus IOL after myopic laser in situ keratomileusis", J Cataract Refract Surg, 46, pp.1240~1246 (2020)
  33. Tang KS, "Accuracy of biometric formulae for intraocular lens power calculation in a teaching hospital", Int J Ophthalmol, 13, pp.61~65 (2020)
  34. Savini G, "Comparison of 13 formulas for IOL power calculation with measurements from partial coherence interferometry", Br J Ophthalmol, 105, pp.484~489 (2021)
  35. Malik TG, "A comparison of SRK", T formula with Hill RBF 2 and Barrett Universal II in the calculation of intraocular lens power, 2022, pp.72, 1373~1377
  36. Razmjoo H, "The comparative study of refractive index variations between Haigis, Srk", T and Hoffer-Q formulas used for preoperative biometry calculation in patients with the axial length >25 mm, 2017, pp.6, 78~
  37. Pereira A, "A comparative analysis of 12 intraocular lens power formulas", Int Ophthalmol, 41, pp.4137~4150 (2021)
  38. Guo C, "Comparison of accuracy of intraocular lens power calculation for eyes with an axial length greater than 29. 0 mm", Int Ophthalmol, 42, pp.2029~2038 (2022)
  39. Cheng H, "Accuracy of artificial intelligence formulas and axial length adjustments for highly myopic eyes", Am J Ophthalmol, 223, pp.100~107 (2021)
  40. Hoffer KJ, "The Hoffer Q formula : a comparison of theoretic and regression formulas", J Cataract Refract Surg, 19, pp.700~712 (1993)
  41. Röggla V, "Accuracy of common IOL power formulas in 611 eyes based on axial length and corneal power ranges", Br J Ophthalmol, 105, pp.1661~1665 (2021)
  42. Song JS, "Comparison of ocular biometry and refractive outcomes using IOL Master 500, IOL Master 700, and Lenstar LS900", Korean J Ophthalmol, 34, pp.126~132 (2020)
  43. Yin S, "Assessment of the influence of keratometry on intraocular lens calculation formulas in long axial length eyes", Int Ophthalmol, 42, pp.3211~3219 (2022)
  44. Scientific Department The Royal College of Ophthalmologists, "Cataract Surgery Guidelines", The Royal College of Ophthalmologists, 45~ (2010)
  45. Hoffer KJ, "IOL power calculation in short and long eyes", Asia Pac J Ophthalmol(Phila), 6, pp.330~331 (2017)
  46. Chen C, "Accuracy of intraocular lens power formulas involving 148 eyes with long axial lengths : a retrospective chart-review study", J Ophthalmol, 2015, pp.976847~ (2015)

관련 논문AI추천

이 간행물의 다른 논문 (11건)