Segmentation of Cell Membrane and Nucleus using Branches with Different Roles in Deep Neural Network.
Tomokazu MurataKazuhiro HottaAyako ImanishiMichiyuki MatsudaKenta TeraiPublished in: BIOSIGNALS (2018)
Keyphrases
- white blood cells
- neural network
- cell nucleus
- cell nuclei
- microscopic images
- microscope images
- microscopy images
- fluorescence microscopy images
- level set
- white blood
- image segmentation
- segmentation algorithm
- artificial neural networks
- automatic recognition
- cell segmentation
- pattern recognition
- medical images
- segmentation accuracy
- confocal images
- image analysis
- shape prior
- living cells
- fuzzy logic
- segmentation method
- back propagation
- automated analysis
- neural network is trained
- correct classification
- segmentation errors
- genetic algorithm
- low contrast
- region growing
- background subtraction
- fully automatic
- segmented images
- multi layer
- neural nets
- cancer cells
- neural network model
- fault diagnosis
- ground truth
- search space
- multiscale