A generic classification-based method for segmentation of nuclei in 3D images of early embryos.
Jaza Gul-MohammedIgnacio Arganda-CarrerasPhilippe AndreyVincent GalyThomas BoudierPublished in: BMC Bioinform. (2014)
Keyphrases
- segmentation method
- classification method
- classification accuracy
- support vector machine svm
- pattern classification
- fully automatic
- pairwise
- objective function
- support vector machine
- preprocessing
- text classification
- model selection
- classification algorithm
- multiscale
- machine learning methods
- decision rules
- cross validation
- clustering method
- training samples
- feature set
- training set
- decision trees
- medical imaging
- knn
- classification scheme
- quantitative evaluation