Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference.
Shitanshu KusmakarChandan K. KarmakarBernard YanTerence J. O'BrienMarimuthu PalaniswamiRamanathan MuthuganapathyPublished in: EMBC (2018)
Keyphrases
- epileptic seizures
- bayesian inference
- eeg signals
- prior information
- probabilistic model
- pattern recognition
- decision trees
- bayesian model
- classification accuracy
- hyperparameters
- pattern classification
- statistical inference
- brain activity
- variational inference
- hierarchical bayesian
- data mining
- variational bayes
- high dimensional
- brain computer interface
- support vector
- feature extraction
- gibbs sampler