Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System.
Tobias SchlosserFrederik BeuthTrixy MeyerArunodhayan Sampath KumarGabriel StolzeOlga FurashovaKatrin EngelmannDanny KowerkoPublished in: CoRR (2022)
Keyphrases
- multistage
- patient data
- real life
- machine learning
- septic shock
- clinical data
- production system
- stochastic programming
- single stage
- intensive care
- lot sizing
- medical data
- dynamic programming
- stochastic optimization
- health information systems
- intraoperative
- reinforcement learning
- physiological data
- medical records
- inductive learning
- learning algorithm
- knowledge discovery
- decision trees
- information extraction
- data analysis
- capacity expansion
- statistical analysis
- optimal policy
- databases
- knowledge acquisition
- fuzzy logic
- state space
- optimal solution
- training data
- information systems
- artificial intelligence
- data mining
- real world