ReviewBMC ophthalmology2023
Development of an implantable collamer lens sizing model: a retrospective study using ANTERION swept-source optical coherence tomography and a literature review.
Review in BMC ophthalmology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Shortening surgical time in high myopia treatment: a randomized controlled trial comparing non-OVD and OVD techniques in ICL implantation.BMC ophthalmology · 2025Trial
- Research on a New Model for Predicting Vault After Implantable Collamer Lens (ICL) Based on Structural Parameters of the Posterior Chamber.Journal of ophthalmology · 2026Article
- Validation of a new implantable collamer lens sizing algorithm based on SS-OCT images.Journal of cataract and refractive surgery · 2026Article
- Quantitative analysis of iris-ciliary angle area to optimize ICL selection: a retrospective study.BMC ophthalmology · 2025Article
- Correlation of iris-ciliary angle with haptic position and vault after implantation of implantable collamer lens.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2025Observational
- Implantable collamer lens sizing optimization based on the anterion AS-OCT biometric parameters.Eye (London, England) · 2025Article
- Agreement between Scheimpflug-Placido topographer (SiriusInternational ophthalmology · 2025Article
- Prediction of postoperative vault after implantable collamer lens implantation with deep learning.International journal of ophthalmology · 2025Article
- Paired-eye comparison of endothelial cell density and vault height after implantable collamer lens implantation.Scientific reports · 2024Article
- Direct Measurement of the Ciliary Sulcus Diameter Using Optical Coherence Tomography-Inter-Rater Variability.Sensors (Basel, Switzerland) · 2024Article
- Lens height paraments comparison according to ciliary sulcus width (CSW): a pilot study of the predictive role of CLR and STSL for vault after ICL implantation.BMC ophthalmology · 2024Article
- Development and validation of a novel vault prediction formula based on structural parameters of the anterior and posterior chambers.BMC ophthalmology · 2024Observational
- Code-Free Machine Learning Approach for EVO-ICL Vault Prediction: A Retrospective Two-Center Study.Translational vision science & technology · 2024Article
- Evaluation of a new dynamic real-time visualization 25 kHz swept-source optical coherence tomography based biometer.Eye and vision (London, England) · 2024Article
- Article
- Development of a Machine-Learning-Based Tool for Overnight Orthokeratology Lens Fitting.Translational vision science & technology · 2024Article
- From inception to innovation: bibliometric analysis of the evolution, hotspots, and trends in implantable collamer lens surgery research.Frontiers in medicine · 2024Article
- Implantable Collamer Lens Procedure Planning: A Review of Global Approaches.Clinical ophthalmology (Auckland, N.Z.) · 2024Review
- Comparison of the Accuracy of Seven Vault Prediction Formulae for Implantable Collamer Lens Implantation.Ophthalmology and therapy · 2024Article
- Effects of crystalline lens rise and anterior chamber parameters on vault after implantable collamer lens placement.PloS one · 2024Article
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOptimal sizing for phakic intraocular lens (EVO-ICL with KS-AquaPort) implantation plays an important role in preventing postoperative complications. We aimed to formulate optimal lens sizing using ocular biometric parameters measured with a Heidelberg anterior segment optical coherence tomography (AS-OCT) device.
methodsWe retrospectively analyzed 892 eyes of 471 healthy subjects treated with an intraocular collamer lens (ICL) and assigned them to either the development (80%) or validation (20%) set. We built vault prediction models using the development set via classic linear regression methods as well as partial least squares and least absolute shrinkage and selection operator (LASSO) regression techniques. We evaluated prediction abilities based on the Bayesian information criterion (BIC) to select the best prediction model. The performance was measured using Pearson's correlation coefficient and the mean squared error (MAE) between the achieved and predicted results.
resultsMeasurements of aqueous depth (AQD), anterior chamber volume, anterior chamber angle (ACA) distance, spur-to-spur distance, crystalline lens thickness (LT), and white-to-white distance from ANTERION were highly associated with the ICL vault. The LASSO model using the AQD, ACA distance, and LT showed the best BIC results for postoperative ICL vault prediction. In the validation dataset, the LASSO model showed the strongest correlation (r = 0.582, P < 0.001) and the lowest MAE (104.7 μm).
conclusionThis is the first study to develop a postoperative ICL vault prediction and lens-sizing model based on the ANTERION. As the measurements from ANTERION and other AS-OCT devices are not interchangeable, ANTERION may be used for optimal ICL sizing using our formula. Because our model was developed based on the East Asian population, further studies are needed to explore the role of this prediction model in different populations.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.