DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data.
Soumick ChatterjeeKartik PrabhuMahantesh PattadkalGerda BortsovaChompunuch SarasaenFlorian DubostHendrik MatternMarleen de BruijneOliver SpeckAndreas NürnbergerPublished in: J. Imaging (2022)
Keyphrases
- semi supervised learning
- training data
- unlabeled data
- labeled data
- supervised learning
- vessel segmentation
- semi supervised
- unsupervised learning
- machine learning
- labeled training data
- labeled examples
- data sets
- co training
- manifold regularization
- text classification
- transfer learning
- classification accuracy
- semi supervised classification
- learning algorithm
- active learning
- graph based semi supervised learning
- label propagation
- domain adaptation
- incomplete data
- region growing
- deformation field
- class labels
- computer vision
- similarity measure
- high dimensional
- text mining
- prior knowledge