ISOpureR: an R implementation of a computational purification algorithm of mixed tumour profiles.
Catalina V. AnghelGerald T. QuonSyed HaiderFrancis NguyenAmit G. DeshwarQuaid MorrisPaul C. BoutrosPublished in: BMC Bioinform. (2015)
Keyphrases
- high accuracy
- experimental evaluation
- detection algorithm
- optimal solution
- times faster
- computationally efficient
- dynamic programming
- learning algorithm
- optimization algorithm
- segmentation algorithm
- linear programming
- probabilistic model
- computational cost
- significant improvement
- complexity analysis
- improved algorithm
- objective function
- expectation maximization
- search space
- k means
- computational complexity
- search algorithm
- medical images
- similarity measure
- classification algorithm
- matching algorithm
- neural network
- convex hull
- convergence rate
- recognition algorithm
- selection algorithm
- hardware implementation
- parallel implementation
- cost function