Nuclei detection and segmentation of fluorescence microscopy images using three dimensional convolutional neural networks.
David Joon HoChichen FuPaul SalamaKenneth W. DunnEdward J. DelpPublished in: ISBI (2018)
Keyphrases
- fluorescence microscopy images
- cell nuclei
- automated detection
- automated analysis
- three dimensional
- convolutional neural networks
- visual inspection
- quantitative analysis
- low contrast
- microscopy images
- microscopic images
- object detection
- cancer diagnosis
- segmentation method
- visual analysis
- segmentation algorithm
- computer vision
- lung cancer
- watershed transform
- markov random field
- ground truth
- video analysis
- x ray