Predictive modeling of antibiotic eradication therapy success for new-onset Pseudomonas aeruginosa pulmonary infections in children with cystic fibrosis.
Lucía Graña-MiragliaNadia Morales-LizcanoPauline W. WangDavid M. HwangYvonne C. W. YauValerie J. WatersDavid S. GuttmanPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- predictive modeling
- statistical modeling
- atrial fibrillation
- exploratory data analysis
- data mining methods
- data mining
- text mining
- data analysis
- machine learning
- therapy planning
- knowledge discovery
- statistical data mining
- heterogeneous data sets
- survival analysis
- lung cancer
- patient specific
- distance function
- business intelligence
- decision support
- probabilistic model
- pairwise
- association rules
- data structure
- information systems
- information retrieval