Automated Segmentation of the Locus Coeruleus from Neuromelanin-Sensitive 3T MRI Using Deep Convolutional Neural Networks.
Max DünnwaldMatthew J. BettsAlessandro SciarraEmrah DüzelSteffen Oeltze-JafraPublished in: Bildverarbeitung für die Medizin (2020)
Keyphrases
- automated segmentation
- convolutional neural networks
- manual segmentation
- automatic segmentation
- mr images
- fully automated
- magnetic resonance images
- convolutional network
- gold standard
- anatomical structures
- ct scans
- ground truth
- medical images
- magnetic resonance imaging
- segmentation accuracy
- segmentation method
- clinical applications
- magnetic resonance
- active shape model
- semi automatic
- computer vision
- multiscale
- pairwise
- statistical shape model
- image data
- shape model
- medical imaging