Methodology to automatically detect abnormal values of vital parameters in anesthesia time-series: Proposal for an adaptable algorithm.
Antoine LamerMathieu JeanneRomaric MarcillyEric KipnisJessica SchiroRégis LogierBenoît TavernierPublished in: Comput. Methods Programs Biomed. (2016)
Keyphrases
- detection algorithm
- parameter values
- computational complexity
- expectation maximization
- learning algorithm
- levenberg marquardt
- np hard
- cost function
- k means
- simulated annealing
- parameter settings
- optimization algorithm
- optimal solution
- times faster
- search space
- experimental evaluation
- computational cost
- worst case
- significant improvement
- parameter estimation
- neural network
- objective function
- recognition algorithm
- segmentation algorithm
- preprocessing
- maximum likelihood