Experimental eye researchHumansLensesIntraocularRefractionOcular
Postoperative data leakage in AI-based IOL power prediction formulas: a hidden source of bias.
Guillaume Debellemanière, Nicole Mechleb, Mathieu Gauvin, Avi Wallerstein, Lara Abboud, Huan Yu Lily Dai, Lauren Tabunar, Luis Brenner, Alain Saad, Damien Gatinel
Published: 202610.1016/j.exer.2025.110700
Abstract
This study addresses a critical bias in non-optical formulas purely based on AI models and designed to predict the implanted power using the postoperative spherical equivalent (SE) as an input. Two predictive models were developed using the XGBoost a…
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