A Method for Enhancing the Portability of Electronic Phenotyping Algorithms: An eMERGE Pilot Study.
Ning ShangChunhua WengGeorge HripcsakPublished in: AMIA (2016)
Keyphrases
- pilot study
- combinatorial optimization
- computationally efficient
- significant improvement
- computational cost
- theoretical analysis
- high accuracy
- high computational complexity
- highly efficient
- recently developed
- computational efficiency
- detection method
- machine learning algorithms
- hybrid method
- convergence rate
- machine learning methods
- clustering method
- experimental evaluation
- dynamic programming
- cost function
- pairwise
- computational complexity
- image segmentation
- learning activities
- statistical methods
- search methods
- exhaustive search
- search algorithm
- alternative methods
- synthetic and real datasets
- synthetic and real data sets
- objective function