In and out of the nucleus: CNN based segmentation of cell nuclei from images of a translocating sensor.
Tarek M. ZikryKatarzyna M. KedzioraMichael R. KosorokJeremy E. PurvisPublished in: PEARC (2019)
Keyphrases
- cell nuclei
- cell nucleus
- fluorescence microscopy images
- automated analysis
- microscope images
- quantitative analysis
- automated detection
- microscopy images
- low contrast
- cancer diagnosis
- histopathological images
- correct classification
- watershed transform
- quantitative evaluation
- segmentation method
- lung cancer
- fully automatic
- visual inspection
- image segmentation
- nonrigid registration
- multi channel
- mathematical morphology
- gene expression data
- input image
- image registration
- ground truth
- image data
- image analysis