Optical coherence tomography choroidal enhancement using generative deep learning.
Valentina BellemoAnkit Kumar DasSyna SrengJacqueline ChuaDamon Wing Kee WongJanika ShahRahul JonasBingyao TanXinyu LiuXinxing XuGavin Siew Wei TanRupesh AgrawalDaniel Shu Wei TingLiu YongLeopold SchmettererPublished in: npj Digit. Medicine (2024)
Keyphrases
- deep learning
- optical coherence tomography
- unsupervised learning
- oct images
- imaging modalities
- retinal images
- generative model
- machine learning
- motion artifacts
- mental models
- image enhancement
- cross sections
- image processing
- coronary artery
- weakly supervised
- low contrast
- medical images
- data mining
- semi supervised
- object detection
- object recognition
- contrast enhancement
- gray level
- dimensionality reduction
- model selection