Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images.
Jennifer KamphenkelPaul F. JägerSebastian BickelhauptFrederik Bernd LaunWolfgang LedererHeidi DanielTristan Anselm KuderStefan DelormeHeinz-Peter SchlemmerFranziska KönigKlaus H. Maier-HeinPublished in: RAMBO+BIA+TIA@MICCAI (2018)
Keyphrases
- mr images
- diffusion weighted
- domain adaptation
- magnetic resonance images
- magnetic resonance
- medical images
- document classification
- mr imaging
- image data
- dw mri
- brain tissue
- cross domain
- machine learning
- mri data
- brain tumors
- feature selection
- nonrigid registration
- feature extraction
- support vector
- diffusion coefficient
- decision trees
- diffusion tensor
- prostate cancer
- supervised learning
- feature space
- support vector machine
- semi supervised
- training samples
- text classification
- feature vectors
- magnetic resonance imaging
- image analysis
- distribution function
- intraoperative
- medical imaging
- brain structures
- transfer learning
- angular resolution
- labeled data