Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU.
Benjamin ShickelAnis DavoudiTezcan Ozrazgat-BaslantiMatthew RuppertAzra BihoracParisa RashidiPublished in: Frontiers Digit. Health (2021)
Keyphrases
- multi modal
- transfer learning
- clinical data
- intensive care unit
- learning tasks
- knowledge transfer
- intensive care units
- labeled data
- intensive care
- reinforcement learning
- cross domain
- transfer knowledge
- semi supervised learning
- domain adaptation
- audio visual
- machine learning
- collaborative filtering
- patient data
- active learning
- multi task
- text classification
- cross modal
- high dimensional
- machine learning algorithms
- learning algorithm
- multi modality
- transferring knowledge
- uni modal
- medical data
- image annotation
- text categorization
- text mining
- semi supervised
- information retrieval
- target domain
- unlabeled data
- visual features
- decision support system
- knn