Predictability comparison of sizing parameters for postoperative vault after implantable Collamer lens implantation.
Graefes Arch Clin Exp Ophthalmol
; 262(7): 2329-2336, 2024 Jul.
Article
en En
| MEDLINE
| ID: mdl-38376562
ABSTRACT
PURPOSE:
This study aims to assess the accuracy of three parameters (white-to-white distance [WTW], angle-to-angle [ATA], and sulcus-to-sulcus [STS]) in predicting postoperative vault and to formulate an optimized predictive model.METHODS:
In this retrospective study, a cohort of 465 patients (comprising 769 eyes) who underwent the implantation of the V4c implantable Collamer lens with a central port (ICL) for myopia correction was examined. Least absolute shrinkage and selection operator (LASSO) regression and classification models were used to predict postoperative vault. The influences of WTW, ATA, and STS on predicting the postoperative vault and ICL size were analyzed and compared.RESULTS:
The dataset was randomly divided into training (80%) and test (20%) sets, with no significant differences observed between them. The screened variables included only seven variables which conferred the largest signal in the model, namely, lens thickness (LT, estimated coefficients for logistic least absolute shrinkage of -0.20), STS (-0.04), size (0.08), flat K (-0.006), anterior chamber depth (0.15), spherical error (-0.006), and cylindrical error (-0.0008). The optimal prediction model depended on STS (R2=0.419, RMSE=0.139), whereas the least effective prediction model relied on WTW (R2=0.395, RMSE=0.142). In the classified prediction models of the vault, classification prediction of the vault based on STS exhibited superior accuracy compared to ATA or WTW.CONCLUSIONS:
This study compared the capabilities of WTW, ATA, and STS in predicting postoperative vault, demonstrating that STS exhibits a stronger correlation than the other two parameters.Palabras clave
Texto completo:
1
Base de datos:
MEDLINE
Asunto principal:
Refracción Ocular
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Agudeza Visual
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Implantación de Lentes Intraoculares
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Lentes Intraoculares Fáquicas
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Miopía
Idioma:
En
Revista:
Graefe's archive for clinical and experimental ophthalmology
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Graefes Arch Clin Exp Ophthalmol
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Graefes arch. clin. exp. ophthalmol
Año:
2024
Tipo del documento:
Article