The segmentation of nuclei from histopathology images with synthetic data.
Md Shamim HossainLeisa J. ArmstrongJumana Abu-KhalafDavid M. CookPublished in: Signal Image Video Process. (2023)
Keyphrases
- synthetic data
- histopathology images
- real image data
- segmentation method
- microscopic images
- microscopy images
- level set
- real world
- medical images
- data sets
- segmentation algorithm
- multiscale
- cell nuclei
- image segmentation
- image analysis
- mri data
- white blood cells
- segmentation accuracy
- segmented images
- object segmentation
- region growing
- neural network
- confocal images
- multi channel
- synthetic datasets
- edge detection
- multiple objects
- computer vision
- fully automatic
- database