Artificial intelligence for classifying uncertain images by humans in determining choroidal vascular running pattern and comparisons with automated classification between artificial intelligence.

Shozo SonodaHideki ShiiharaHiroto TerasakiNaoko KakiuchiRyoh FunatsuMasatoshi TomitaYuki ShinoharaEisuke UchinoTakuma UdagawaGuangzhou AnMasahiro AkibaHideo YokotaTaiji Sakamoto

Published in: PloS one (2021)

AI algorithm can automatically classify with ambiguous criteria the presence or absence of a symmetrical blood vessel running pattern of the choroid. The classification was as good as that of supervised humans in accuracy and reproducibility.

Keyphrases

artificial intelligence
deep learning
machine learning
big data
convolutional neural network
high intensity
optical coherence tomography
optic nerve