Automated Detection of Macular Diseases by Optical Coherence Tomography and Artificial Intelligence Machine Learning of Optical Coherence Tomography Images.

Soichiro KuwayamaYuji AyatsukaDaisuke YanagisonoTakaki UtaHideaki UsuiAki KatoNoriaki TakaseYuichiro OguraTsutomu Yasukawa

Published in: Journal of ophthalmology (2019)

Automated detection of macular diseases from OCT images might be feasible using the CNN model. Image augmentation might be effective to compensate for a small image number for training.

Keyphrases

optical coherence tomography
deep learning
artificial intelligence
machine learning
convolutional neural network
diabetic retinopathy
big data
loop mediated isothermal amplification
optic nerve
real time pcr
label free