Clinical Deterioration Prediction in Brazilian Hospitals Based on Artificial Neural Networks and Tree Decision Models.
Hamed YazdanpanahAugusto C. M. SilvaMurilo GuedesHugo M. P. MoralesLeandro dos S. CoelhoFernando G. MoroPublished in: CoRR (2022)
Keyphrases
- decision models
- artificial neural networks
- decision model
- influence diagrams
- neural network
- clinical data
- decision theoretic
- clinical trials
- model construction
- learning algorithm
- patient care
- patient records
- decision problems
- expected utility
- multilayer perceptron
- intensive care unit
- radial basis function
- decision making
- genetic algorithm
- intelligent agents
- dynamic programming
- multi agent systems
- optimal solution