Multiscale denoising generative adversarial network for speckle reduction in optical coherence tomography images.

Xiaojun YuChenkun GeMingshuai LiMuhammad Zulkifal AzizJianhua MoZeming Fan

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

Results demonstrate that MDGAN is effective and robust for OCT image speckle reductions and outperforms the best state-of-the-art denoising methods in different cases. It could help alleviate the influence of speckles in OCT images and improve OCT imaging-based diagnosis.

Keyphrases

optical coherence tomography
convolutional neural network
diabetic retinopathy
deep learning
optic nerve
high resolution
machine learning