Segmentation of actin-stained 3D fluorescent cells with filopodial protrusions using convolutional neural networks.
Carlos CastillaMartin MaskaDmitry V. SorokinErik MeijeringCarlos Ortiz-de-SolorzanoPublished in: ISBI (2018)
Keyphrases
- microscopy images
- cell nuclei
- convolutional neural networks
- microscopic images
- microscope images
- fluorescence microscopy images
- multi channel
- automated analysis
- confocal microscopy
- phase contrast
- automated detection
- cancer cells
- quantitative analysis
- histopathological images
- nonrigid registration
- cell division
- cell segmentation
- cell nucleus
- low contrast
- convolutional network
- watershed transform
- histological images
- segmentation method
- cancer diagnosis
- electron microscopy
- visual inspection
- energy function