Development and validation of an electronic phenotyping algorithm for chronic kidney disease.
Girish N. NadkarniOmri GottesmanJames G. LinnemanHerbert S. ChaseRichard L. BergSamira FaroukVaneet LotayStephen B. EllisGeorge HripcsakPeggy L. PeissigChunhua WengRajiv NadukuruErwin P. BottingerPublished in: AMIA (2014)
Keyphrases
- computational complexity
- matching algorithm
- k means
- experimental evaluation
- dynamic programming
- learning algorithm
- detection algorithm
- theoretical analysis
- np hard
- cost function
- search space
- significant improvement
- times faster
- path planning
- preprocessing
- objective function
- computational cost
- similarity measure
- clustering method
- ant colony optimization
- convergence rate
- recognition algorithm
- segmentation algorithm
- software engineering
- probabilistic model
- case study
- decision trees