Novel non-invasive algorithm to identify the origins of re-entry and ectopic foci in the atria from 64-lead ECGs: A computational study.
Erick Andres Perez-AldayMichael A. ColmanPhilip LangleyHenggui ZhangPublished in: PLoS Comput. Biol. (2017)
Keyphrases
- machine learning
- learning algorithm
- decision trees
- computational cost
- cost function
- optimal solution
- worst case
- experimental study
- dynamic programming
- improved algorithm
- randomly generated
- estimation algorithm
- preprocessing
- k means
- particle swarm optimization
- selection algorithm
- recognition algorithm
- path planning
- complexity analysis
- detection algorithm
- optimization algorithm
- expectation maximization
- single pass
- objective function
- experimental evaluation
- linear programming
- matching algorithm
- data sets
- feature selection
- image processing
- similarity measure
- search space
- significant improvement
- simulation study
- np hard
- ant colony optimization
- state space
- support vector machine
- theoretical analysis
- computationally efficient
- upper bound
- motion estimation