Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection.
Shekoofeh AziziParvin MousaviPingkun YanAmir M. TahmasebiJin Tae KwakSheng XuBaris TurkbeyPeter L. ChoykePeter A. PintoBradford J. WoodPurang AbolmaesumiPublished in: Int. J. Comput. Assist. Radiol. Surg. (2017)
Keyphrases
- transfer learning
- ultrasound images
- cancer detection
- prostate cancer
- learning tasks
- feature extraction
- radio frequency
- machine learning
- knowledge transfer
- feature vectors
- domain adaptation
- cross domain
- labeled data
- active learning
- feature space
- learning algorithm
- multi task
- k nearest neighbor
- gene selection
- text classification
- collaborative filtering