High-accuracy detection of airway obstruction in asthma using machine learning algorithms and forced oscillation measurements.
Jorge L. M. AmaralAgnaldo J. LopesJuliana VeigaAlvaro C. D. FariaPedro L. MeloPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- machine learning algorithms
- high accuracy
- benchmark data sets
- learning algorithm
- machine learning methods
- machine learning
- predictive accuracy
- decision trees
- learning problems
- learning tasks
- random forests
- machine learning systems
- quantitative analysis
- machine learning approaches
- standard machine learning algorithms
- input features
- time of flight
- multitarget tracking
- machine learning models
- transfer learning
- artificial neural networks
- machine learning and data mining algorithms
- statistical machine learning
- reinforcement learning