Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation.
Joris van VugtElena MarchioriRitse MannAlbert Gubern-MéridaNikita MoriakovJonas TeuwenPublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- weakly supervised
- domain adaptation
- soft tissue
- semi supervised
- medical images
- labeled data
- finite element
- magnetic resonance
- deformable models
- semi supervised learning
- unlabeled data
- image registration
- topic models
- relation extraction
- cross domain
- multiple sources
- superpixels
- object class
- target domain
- automatic segmentation
- co training
- named entities
- transfer learning
- unsupervised learning
- generative model
- supervised learning
- active learning
- training data
- multi view
- viewpoint