3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images.
Cheryl SitalTom BroschDominique TioAlexander RaaijmakersJürgen WeesePublished in: CoRR (2020)
Keyphrases
- liver segmentation
- ct images
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- medical images
- computed tomography
- denoising
- medical image processing
- deformable models
- medical imaging
- medical image segmentation
- fully automatic
- ct scans
- active learning
- supervised learning
- text classification
- region of interest
- learning algorithm
- ct data
- training set
- training data
- machine learning
- image processing
- unsupervised learning
- imaging modalities
- high dimensional
- mr images
- anatomical structures
- medical diagnosis
- class labels
- three dimensional
- prior knowledge
- pairwise