Literature DB >> 34016821

Evaluating the prediction accuracy of the Hill-RBF 3.0 formula using a heteroscedastic statistical method.

Maria Tsessler1, Shir Cohen, Li Wang, Douglas D Koch, David Zadok, Adi Abulafia.   

Abstract

PURPOSE: To evaluate the accuracy of the Hill-RBF 3 formula, with and without direct measurements of total corneal power, using a heteroscedastic statistical method for analysis.
SETTING: Department of Ophthalmology, Shaare Zedek Medical Center, Jerusalem, Israel.
DESIGN: Retrospective, consecutive case series.
METHODS: Records of consecutive patients who underwent routine cataract surgery between February 2018 and June 2020 were retrospectively reviewed. The prediction accuracy of the Hill-RBF 3.0 formula was compared with that of the Barrett Universal II, Emmetropia Verifying Optical 2.0, Haigis, Hill-RBF 2.0, Hoffer Q, Holladay 1, Holladay 2, Kane, Olsen, and SRK/T formulas, based on biometry measurements by swept-source optical coherence tomography (SS-OCT) with standard keratometry (K), SS-OCT with total keratometry (TK), and an optical low-coherence reflectometer (OLCR). Statistical analysis was applied according to a heteroscedastic statistical method with SD of prediction errors as the main parameter for formula performance.
RESULTS: The study included 153 eyes of 153 patients. The SD values that were obtained by Hill-RBF 3.0 (0.266 to 0.285 diopters [D]) were significantly lower compared with those by Hill-RBF 2.0 (0.290 to 0.309 D), Hoffer Q (0.387 to 0.407 D), Holladay 1 (0.367 to 0.385 D), Holladay 2 (0.386 to 0.401 D), and SRK/T (0.377 to 0.399 D) formulas (P < .036). The prediction accuracy of the Hill-RBF 3.0 was similar across the SS-OCT (K), SS-OCT (TK), and OLCR methods of measurement (P > .51).
CONCLUSIONS: The Hill-RBF 3.0 was more accurate than the Hill-RBF 2.0 and older generation formulas and had similar prediction accuracy compared with new generation formulas. The use of TK did not provide significant improvement to its prediction accuracy.
Copyright © 2021 Published by Wolters Kluwer on behalf of ASCRS and ESCRS.

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Mesh:

Year:  2022        PMID: 34016821     DOI: 10.1097/j.jcrs.0000000000000702

Source DB:  PubMed          Journal:  J Cataract Refract Surg        ISSN: 0886-3350            Impact factor:   3.351


  4 in total

1.  Application of total keratometry in ten intraocular lens power calculation formulas in highly myopic eyes.

Authors:  Ling Wei; Kaiwen Cheng; Wenwen He; Xiangjia Zhu; Yi Lu
Journal:  Eye Vis (Lond)       Date:  2022-06-09

Review 2.  Application of artificial intelligence in cataract management: current and future directions.

Authors:  Laura Gutierrez; Jane Sujuan Lim; Li Lian Foo; Wei Yan Ng; Michelle Yip; Gilbert Yong San Lim; Melissa Hsing Yi Wong; Allan Fong; Mohamad Rosman; Jodhbir Singth Mehta; Haotian Lin; Darren Shu Jeng Ting; Daniel Shu Wei Ting
Journal:  Eye Vis (Lond)       Date:  2022-01-07

3.  Investigating the Prediction Accuracy of Recently Updated Intraocular Lens Power Formulas with Artificial Intelligence for High Myopia.

Authors:  Miki Omoto; Kaoruko Sugawara; Hidemasa Torii; Erisa Yotsukura; Sachiko Masui; Yuta Shigeno; Yasuyo Nishi; Kazuno Negishi
Journal:  J Clin Med       Date:  2022-08-18       Impact factor: 4.964

4.  Accuracy of Six Intraocular Lens Power Calculations in Eyes with Axial Lengths Greater than 28.0 mm.

Authors:  Majid Moshirfar; Kathryn M Durnford; Jenna L Jensen; Daniel P Beesley; Telyn S Peterson; Ines M Darquea; Yasmyne C Ronquillo; Phillip C Hoopes
Journal:  J Clin Med       Date:  2022-10-08       Impact factor: 4.964

  4 in total

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