Deep Learning Classification Models Built with Two-step Transfer Learning for Age Related Macular Degeneration Diagnosis.
Guangzhou AnHideo YokotaNaohiro MotozawaSeiji TakagiMichiko MandaiShohei KitahataYasukiko HiramiMasayo TakahashiYasuo KurimotoMasahiro AkibaPublished in: EMBC (2019)
Keyphrases
- transfer learning
- deep learning
- age related macular degeneration
- models built
- machine learning
- classification models
- text classification
- unsupervised learning
- labeled data
- machine learning algorithms
- class labels
- decision trees
- retinal images
- supervised learning
- image classification
- semi supervised learning
- pattern recognition
- active learning
- reinforcement learning
- uci machine learning repository
- text categorization
- model selection
- classification accuracy
- feature space
- multi class
- classification algorithm
- support vector
- feature selection
- training data
- information retrieval
- neural network