A convolutional neural network for segmentation of yeast cells without manual training annotations.
Herbert T. KruitboschYasmin MzayekSara OmlorPaolo GuerraAndreas Milias-ArgeitisPublished in: Bioinform. (2022)
Keyphrases
- convolutional neural network
- manual annotation
- microscope images
- microscopy images
- level set
- fluorescence microscopy images
- face detection
- fully automatic
- image segmentation
- segmentation algorithm
- medical images
- white blood cells
- region growing
- training set
- cell nuclei
- multiscale
- training process
- metadata
- protein protein interactions
- cell segmentation
- neural network
- biological data
- segmentation method
- low contrast
- semantic annotation
- high throughput
- phase contrast
- semi automatic
- energy function
- data sets