Quantitative analysis of stain variability in histology slides and an algorithm for standardization.
Babak Ehteshami BejnordiNadya TimofeevaIrene Otte-HöllerNico KarssemeijerJeroen A. W. M. van der LaakPublished in: Medical Imaging: Digital Pathology (2014)
Keyphrases
- quantitative analysis
- detection algorithm
- learning algorithm
- qualitative analysis
- theoretical analysis
- dynamic programming
- preprocessing
- significant improvement
- optimal solution
- optimization algorithm
- computational complexity
- improved algorithm
- cost function
- np hard
- experimental evaluation
- high accuracy
- objective function
- particle swarm optimization
- matching algorithm
- segmentation algorithm
- worst case
- computationally efficient
- medical images
- simulated annealing
- reinforcement learning
- clustering method
- k means
- times faster
- convergence rate
- image segmentation
- search space
- neural network