Deep Convolutional Neural Networks and Transfer Learning for Measuring Cognitive Impairment Using Eye-Tracking in a Distributed Tablet-Based Environment.
Rafi U. HaqueAlvince L. PongosCecelia M. ManzanaresJames J. LahAllan I. LeveyGari D. CliffordPublished in: IEEE Trans. Biomed. Eng. (2021)
Keyphrases
- eye tracking
- transfer learning
- convolutional neural networks
- cognitive impairment
- eye tracker
- human computer interaction
- eye movements
- eye tracking data
- visual attention
- reinforcement learning
- eye gaze
- active learning
- machine learning
- labeled data
- gaze estimation
- text categorization
- semi supervised learning
- cross domain
- transfer knowledge
- learning algorithm
- text classification
- older adults
- multimedia
- data mining
- visual search
- artificial intelligence
- machine learning algorithms
- human computer interface
- head movements
- prior knowledge
- data points