Acuity VEP: improved with machine learning.

Published in: Documenta ophthalmologica. Advances in ophthalmology (2019)

The ML approach appears to be a useful alternative to rule-based analysis of acuity-VEP data. The achieved accuracy is comparable or better (in no case the ML-based acuity differed more than ± 0.29 LogMAR from behavioral acuity), and testability is higher, nearly 100%. Possible pitfalls are examined.

Keyphrases

machine learning
big data
artificial intelligence