Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images.
Jennifer KamphenkelPaul F. JaegerSebastian BickelhauptFrederik Bernd LaunWolfgang LedererHeidi DanielTristan Anselm KuderStefan DelormeHeinz-Peter SchlemmerFranziska KoenigKlaus H. Maier-HeinPublished in: CoRR (2018)
Keyphrases
- expectation maximization
- mr images
- diffusion weighted
- domain adaptation
- magnetic resonance images
- magnetic resonance
- medical images
- mr imaging
- dw mri
- mri data
- image data
- document classification
- nonrigid registration
- brain tissue
- decision trees
- angular resolution
- text classification
- feature vectors
- cross domain
- diffusion coefficient
- transfer learning
- machine learning
- semi supervised learning
- feature extraction
- supervised learning
- support vector
- unlabeled data
- similarity measure
- training set
- brain structures
- semi supervised
- brain tumors
- distribution function
- prostate cancer
- support vector machine
- brain images
- labeled data
- image processing