Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson's disease using neuromelanin-sensitive MRI.
Max DünnwaldPhilipp ErnstEmrah DüzelKlaus TönniesMatthew J. BettsSteffen Oeltze-JafraPublished in: Int. J. Comput. Assist. Radiol. Surg. (2021)
Keyphrases
- fully automated
- deep learning
- fully automatic
- manual segmentation
- automated segmentation
- medical images
- magnetic resonance imaging
- unsupervised learning
- medical imaging
- unsupervised feature learning
- image segmentation
- segmentation algorithm
- segmentation method
- machine learning
- semi automatic
- weakly supervised
- mental models
- multiscale
- magnetic resonance images
- region growing
- image registration
- object segmentation
- information extraction
- clinical applications
- image processing