A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images.
Clément PlayoutRenaud DuvalFarida CherietPublished in: IEEE Trans. Medical Imaging (2019)
Keyphrases
- fundus images
- weakly supervised
- multi task
- optic disc
- diabetic retinopathy
- optical coherence tomography
- blood vessels
- retinal blood vessels
- retinal images
- superpixels
- imaging modalities
- object class
- multi task learning
- topic models
- learning tasks
- semi supervised
- segmentation algorithm
- segmentation method
- feature selection
- transfer learning
- multi class
- multiscale
- object detection
- segmentation scheme
- active learning
- image analysis
- decision trees