Building Deep Learning Models to Predict Mortality in ICU Patients.
Huachuan WangYuanfei BiPublished in: CoRR (2020)
Keyphrases
- learning models
- intensive care unit
- intensive care
- intensive care units
- clinical data
- decision support system
- machine learning
- loss function
- learning tasks
- learning algorithm
- medical data
- machine learning algorithms
- semi supervised learning
- blood pressure
- high risk
- patient data
- learning problems
- classification models
- conditional random fields
- prognostic models
- medical knowledge
- reinforcement learning
- data sets
- active learning
- heart rate
- early diagnosis
- probabilistic model
- pairwise
- genetic algorithm
- data mining