Testing a deep convolutional neural network for automated hippocampus segmentation in a longitudinal sample of healthy participants.
Nikita NogovitsynRoberto SouzaMeghan MullerAmelia SrajerStefanie HasselStephen R. ArnottAndrew D. DavisGeoffrey B. C. HallJacqueline K. HarrisMojdeh ZamyadiPaul D. MetzakZahinoor IsmailSigne L. BrayCatherine LebelJean M. AddingtonRoumen MilevKate L. HarknessBenicio N. FreyGlenda M. MacQueenPublished in: NeuroImage (2019)
Keyphrases
- convolutional neural network
- grey level
- fully automatic
- segmentation algorithm
- face detection
- image segmentation
- automated segmentation
- fully automated
- multiscale
- brain structures
- region growing
- level set
- segmentation accuracy
- semi automated
- test data
- medical images
- image analysis
- mr images
- segmentation method
- object segmentation
- energy function
- test cases
- edge detection
- brain mri
- neural network
- multi class
- semi automatic
- feature vectors
- automated analysis