Multi-task transfer learning for in-hospital-death prediction of ICU patients.
Chandan K. KarmakarBudhaditya SahaMarimuthu PalaniswamiSvetha VenkateshPublished in: EMBC (2016)
Keyphrases
- multi task
- transfer learning
- intensive care unit
- intensive care units
- learning tasks
- multi task learning
- prognostic models
- intensive care
- knowledge transfer
- clinical data
- high risk
- multitask learning
- machine learning
- medical data
- labeled data
- transfer knowledge
- multiple tasks
- semi supervised learning
- blood pressure
- reinforcement learning
- active learning
- health care
- learning problems
- cross domain
- gaussian processes
- patient data
- text classification
- structure learning
- collaborative filtering
- logistic regression
- text categorization
- text mining
- machine learning algorithms
- feature selection
- nearest neighbor
- data analysis
- neural network