Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy.
Bilal HassanShiyin QinRamsha AhmedTaimur HassanAbdel Hakeem TaguriShahrukh HashmiNaoufel WerghiPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- multi class
- deep learning
- joint segmentation
- clinical trials
- retinal images
- imaging modalities
- unsupervised learning
- image analysis
- machine learning
- image segmentation
- support vector machine
- pairwise
- object detection
- deformable registration
- blood vessels
- weakly supervised
- computer aided
- feature selection
- data sets
- similarity measure
- semi supervised
- text mining
- dimensionality reduction
- markov random field
- image processing