2dSpAn: semiautomated 2-d segmentation, classification and analysis of hippocampal dendritic spine plasticity.
Subhadip BasuDariusz PlewczynskiSatadal SahaMatylda RoszkowskaMarta MagnowskaEwa BaczynskaJakub WlodarczykPublished in: Bioinform. (2016)
Keyphrases
- semi automated
- pattern recognition
- image analysis
- features extraction
- feature selection
- shape prior
- segmentation algorithm
- level set
- decision trees
- image segmentation
- classification accuracy
- support vector machine
- medical images
- image classification
- machine learning
- support vector machine svm
- mri data
- class labels
- segmentation method
- medical imaging
- fully automatic
- statistical classification
- training set
- feature extraction
- computer simulation
- x ray
- multiscale