Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency.
Junshen XuSayeri LalaBorjan A. GagoskiEsra Abaci TurkPatricia Ellen GrantPolina GollandElfar AdalsteinssonPublished in: CoRR (2020)
Keyphrases
- quality assessment
- semi supervised learning
- brain mri
- anatomical structures
- medical images
- region of interest
- semi supervised
- magnetic resonance images
- unlabeled data
- labeled data
- supervised learning
- active learning
- medical imaging
- machine learning
- shape model
- co training
- image quality
- unsupervised learning
- region growing
- human visual system
- visual quality
- data quality
- training data
- shape analysis
- image data
- magnetic resonance imaging
- multiscale
- dimensionality reduction
- multi view