Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis.
Philippe BurlinaKatia D. PachecoNeil JoshiDavid E. FreundNeil M. BresslerPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- deep learning
- transfer learning
- unsupervised feature learning
- restricted boltzmann machine
- machine learning
- knowledge transfer
- unsupervised learning
- active learning
- feature space
- cross domain
- co occurrence
- image segmentation
- learning algorithm
- feature vectors
- deep architectures
- deep belief networks
- feature selection
- pattern recognition
- data analysis
- text categorization
- semi supervised learning
- labeled data
- text classification
- text mining