Joint Application of the Target Trial Causal Framework and Machine Learning Modeling to Optimize Antibiotic Therapy: Use Case on Acute Bacterial Skin and Skin Structure Infections due to Methicillin-resistant Staphylococcus aureus.
Inyoung JunSimone MariniChristina BoucherJ. Glenn MorrisJiang BianMattia C. F. ProsperiPublished in: CoRR (2022)
Keyphrases
- machine learning
- data driven approaches
- pattern recognition
- probabilistic model
- machine learning algorithms
- skin color
- bayesian networks
- knowledge representation
- information extraction
- computational intelligence
- modeling method
- dynamic bayesian networks
- model driven
- modeling language
- causal models
- machine learning methods
- main contribution
- software engineering
- support vector machine
- reinforcement learning
- decision trees
- artificial intelligence