Evaluation of the Nallasamy formula: a stacking ensemble machine learning method for refraction prediction in cataract surgery.

Published in: The British journal of ophthalmology (2022)

The Nallasamy formula (available at https://lenscalc.com/) outperformed the seven other formulas studied on overall MAE, MedAE, and percentage of eyes within 0.5 D of prediction. Clinical significance may be primarily at the population level.

Keyphrases

cataract surgery
machine learning
human milk
optical coherence tomography
convolutional neural network
low birth weight
preterm infants