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使用 IOLMaster 700 和基于人工智能的人工晶体计算公式与标准公式相比的预测屈光率。

Refractive Predictability Using the IOLMaster 700 and Artificial Intelligence-Based IOL Power Formulas Compared to Standard Formulas.

出版信息

J Refract Surg. 2020 Jul 1;36(7):466-472. doi: 10.3928/1081597X-20200514-02.

DOI:10.3928/1081597X-20200514-02
PMID:32644169
Abstract

PURPOSE

To investigate the accuracy of intraocular lens (IOL) power calculation formulas using swept-source optical coherence tomography (SS-OCT).

METHODS

Eyes with biometry measurement by IOLMaster 700 (Carl Zeiss Meditec AG), uncomplicated phacoemulsification, and IOL implantation were enrolled in this retrospective study. Newly released artificial intelligence-based formulas including Hill-Radial Basis Function (RBF) 2.0, Kane, and PEARL-DGS were compared with Gaussian optics-based standard formulas. The refraction predicted by each formula was compared with the actual refractive outcome in spherical equivalent.

RESULTS

A total of 410 eyes of 410 patients were included in this study. Using optimized constants for SS-OCT biometry led to a significant decrease in median absolute error (MedAE) for Barrett, Haigis, and Hoffer Q formulas compared with using User Group for Laser Interference Biometry constants (P < .05). Overall, Olsen (0.283 diopters [D]) and Kane (0.286 D) formulas had significantly lower MedAEs than RBF 2.0 (0.314 D), Haigis (0.322 D), SRK/T (0.371 D), Holladay 1 (0.376 D), and Hoffer Q (0.379 D) formulas under constant optimization (P < .05). The first four formulas with the lowest standard deviations of prediction error were Kane (0.451 D), Olsen (0.456 D), EVO 2.0 (0.460 D), and Barrett (0.470 D). Olsen (47.1%), Barrett (45.9%), Kane (45.4%), and EVO 2.0 (45.1%) formulas had greater proportions of eyes within ±0.25 D of the predicted refraction than Hoffer Q (35.9%), SRK/T (35.9%), and Holladay 1 (33.4%) formulas (P < .05).

CONCLUSIONS

Constant optimization for SS-OCT biometry further improves the performance of formulas. The most accurate prediction of postoperative refraction can be achieved with Barrett, EVO 2.0, Kane, and Olsen formulas. [J Refract Surg. 2020;36(7):466-472.].

摘要

目的

研究应用扫频源光相干断层扫描(SS-OCT)对人工晶状体(IOL)屈光力计算公式的准确性。

方法

本回顾性研究纳入了接受 IOLMaster 700(卡尔蔡司医疗技术公司)生物测量、单纯超声乳化白内障吸除术和 IOL 植入术的患者。与基于高斯光学的标准公式相比,比较了新发布的基于人工智能的公式,包括 Hill-Radial Basis Function(RBF)2.0、Kane 和 PEARL-DGS。每个公式预测的屈光度与实际等效球镜的屈光结果进行比较。

结果

本研究共纳入 410 例 410 只眼。与使用用户组激光干涉生物测量常数相比,使用 SS-OCT 生物测量优化常数可显著降低 Barrett、Haigis 和 Hoffer Q 公式的中位数绝对误差(MedAE)(P<.05)。总体而言,Olsen(0.283 屈光度[D])和 Kane(0.286 D)公式的 MedAE 显著低于 RBF 2.0(0.314 D)、Haigis(0.322 D)、SRK/T(0.371 D)、Holladay 1(0.376 D)和 Hoffer Q(0.379 D)公式,在恒定优化条件下(P<.05)。预测误差标准差最小的前四个公式分别为 Kane(0.451 D)、Olsen(0.456 D)、EVO 2.0(0.460 D)和 Barrett(0.470 D)。Olsen(47.1%)、Barrett(45.9%)、Kane(45.4%)和 EVO 2.0(45.1%)公式的预测折射误差在±0.25 D 内的眼数比例大于 Hoffer Q(35.9%)、SRK/T(35.9%)和 Holladay 1(33.4%)公式(P<.05)。

结论

SS-OCT 生物测量的常数优化进一步提高了公式的性能。Barrett、EVO 2.0、Kane 和 Olsen 公式可以实现术后屈光度预测的最准确。[J Refract Surg. 2020;36(7):466-472.]。

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