Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning.
Sripad Krishna DevallaTan Hung PhamSatish Kumar PandaZhang LiangGiridhar SubramanianAnirudh SwaminathanChin Zhi YunMohan RajanSujatha MohanRamaswami KrishnadasVijayalakshmi SenthilJohn Mark S. de LeonTin Aung TunChing Yu ChengLeopold SchmettererShamira A. PereraTin AungAlexandre H. ThieryMichael J. A. GirardPublished in: CoRR (2020)
Keyphrases
- optic nerve
- optical coherence tomography
- fundus images
- deep learning
- oct images
- visual field
- optic disc
- imaging modalities
- retinal images
- healthy subjects
- image analysis
- blood vessels
- input image
- segmentation algorithm
- coronary artery
- medical images
- video recordings
- segmentation method
- ground truth
- diabetic retinopathy
- object recognition
- machine learning
- feature extraction
- computer vision