A Patchwork Method to Improve the Performance of Current Methods for Solving the Inverse Problem of Electrocardiography.
Oumayma BouhamamaMark PotseLaura BearLisl WeynansPublished in: IEEE Trans. Biomed. Eng. (2023)
Keyphrases
- significant improvement
- computational cost
- machine learning methods
- preprocessing
- hybrid method
- search methods
- synthetic and real datasets
- shows significant improvement
- classification method
- synthetic and real images
- gold standard
- cross validation
- pairwise
- alternative methods
- linear regression
- methods outperform
- methods require
- classical methods
- simulated and real data
- retrieval method
- detection method
- benchmark data sets
- support vector machine
- objective function
- statistical methods
- reconstruction method
- combinatorial optimization
- optimization method
- interpolation method
- support vector machine svm
- high accuracy
- convergence rate
- dynamic programming
- filtering method
- classification accuracy
- segmentation method