Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration.
Valentin ComteMireia AlenyàAndrea UrruJudith RecoberAyako NakakiFrancesca CrovettoOscar CamaraEduard GratacósElisenda EixarchFátima CrispiGemma PiellaMario CeresaMiguel Ángel González BallesterPublished in: CoRR (2023)
Keyphrases
- deep learning
- unsupervised segmentation
- brain mri
- anatomical structures
- segmentation algorithm
- medical images
- region growing
- image segmentation
- medical imaging
- image registration
- magnetic resonance images
- textured images
- unsupervised learning
- machine learning
- brain tissue
- shape model
- mental models
- markov random field
- image processing
- face detection
- pattern recognition
- shape analysis
- image analysis
- automatic segmentation
- computer vision
- texture segmentation
- texture features
- edge detection
- natural images