Fully unsupervised symmetry-based mitosis detection in time-lapse cell microscopy.
Topaz GiladJosé ReyesJia-Yun ChenGalit LahavTammy Riklin RavivPublished in: Bioinform. (2019)
Keyphrases
- microscopy images
- cell segmentation
- fully unsupervised
- phase contrast
- cell division
- multi channel
- confocal microscopy
- arabidopsis thaliana
- low contrast
- microscopic images
- cancer cells
- quantitative analysis
- false positives
- detection method
- confocal images
- object detection
- automatic detection
- detection algorithm
- cell nuclei
- detection rate
- false alarms
- anomaly detection
- automated analysis
- cell cycle
- pattern recognition
- microscope images
- phase contrast images
- database
- electron microscopy
- target detection
- detection accuracy
- object recognition
- multiscale
- image segmentation
- neural network
- real time