Interpretability of time-series deep learning models: A study in cardiovascular patients admitted to Intensive care unit.
Ilaria GandinArjuna ScagnettoSimona RomaniGiulia BarbatiPublished in: J. Biomed. Informatics (2021)
Keyphrases
- intensive care unit
- learning models
- blood pressure
- cardiac surgery
- intensive care
- intensive care units
- high risk
- decision support system
- machine learning algorithms
- statistical analysis
- learning tasks
- medical data
- conditional random fields
- decision making
- feature selection
- heart rate
- loss function
- semi supervised learning
- pairwise
- image segmentation