Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls.
José F. Rodrigues Jr.Gabriel SpadonBruno BrandoliSihem Amer-YahiaPublished in: CoRR (2019)
Keyphrases
- prediction accuracy
- lessons learned
- prediction model
- real world
- patient data
- prediction error
- clinical data
- location prediction
- medical experts
- prediction algorithm
- technical challenges
- key issues
- object detection
- image sequences
- training dataset
- neural network
- heart rate
- benchmark datasets
- heart disease
- healthcare delivery