Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images.
Mateo GendeJoaquim de MouraJorge NovoManuel F. González PenedoMarcos OrtegaPublished in: XoveTIC (2022)
Keyphrases
- end to end
- multi task
- simultaneous segmentation
- convolutional neural networks
- oct images
- optical coherence tomography
- multi task learning
- learning tasks
- image segmentation
- multi class
- learning problems
- multiple tasks
- transfer learning
- feature selection
- congestion control
- imaging modalities
- gaussian processes
- sparse learning
- image analysis
- information gain
- machine learning algorithms
- text classification
- multiresolution
- data sets