Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers.
Benjamin ShickelPatrick J. TigheAzra BihoracParisa RashidiPublished in: CoRR (2021)
Keyphrases
- intensive care unit
- multi task
- intensive care
- multi task learning
- decision support system
- medical data
- learning tasks
- high risk
- blood pressure
- clinical data
- transfer learning
- gaussian processes
- learning problems
- patient data
- feature selection
- medical knowledge
- health care
- heart rate
- multi class
- prostate cancer
- regression problems