Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning.
Sharad ShandilyaKevin WardMichael KurzKayvan NajarianPublished in: BMC Medical Informatics Decis. Mak. (2012)
Keyphrases
- machine learning
- prediction accuracy
- prediction algorithm
- machine learning algorithms
- machine learning methods
- signal analysis
- frequency domain
- knowledge acquisition
- signal processing
- predictive modeling
- patient specific
- prediction model
- non stationary
- pattern recognition
- high frequency
- data mining
- prediction error
- knowledge discovery
- learning tasks
- learning problems
- statistical methods
- explanation based learning
- learning systems
- decision trees
- computational intelligence
- natural language processing
- support vector machine
- computer science
- transfer learning
- learning algorithm
- text mining
- active learning
- multiresolution
- information retrieval
- data analysis
- protein secondary structure prediction