A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates.
Nadja GruberMalik GalijasevicMilovan RegodicAstrid Ellen GramsChristian M. SiedentopfRuth SteigerMarlene HammerlMarkus HaltmeierElke Ruth GizewskiTanja JanjicPublished in: Artif. Intell. Medicine (2022)
Keyphrases
- deep learning
- automated segmentation
- manual segmentation
- segmentation method
- ct scans
- unsupervised learning
- machine learning
- automatic segmentation
- statistical shape model
- weakly supervised
- clinical applications
- fully automated
- probabilistic model
- mr images
- ground truth
- segmentation accuracy
- mental models
- image data
- magnetic resonance images
- anatomical structures
- gold standard
- bayesian framework
- prior knowledge
- video sequences