Using optimal transport theory to optimize a deep convolutional neural network microscopic cell counting method.
Yuanyuan DingYuanjie ZhengZeyu HanXinbo YangPublished in: Medical Biol. Eng. Comput. (2023)
Keyphrases
- closed form
- dynamic programming
- optimization algorithm
- high precision
- image analysis
- computationally efficient
- objective function
- preprocessing
- mutual information
- experimental evaluation
- clustering method
- cost function
- segmentation algorithm
- high accuracy
- detection algorithm
- similarity measure
- image segmentation
- computational cost
- mathematical model
- optimal path
- multi class
- data sets
- prior knowledge
- artificial neural networks
- pairwise
- neural network