Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning.
Tao TanZhang LiHaixia LiuPing LiuWenfang TangHui LiYue SunYusheng YanKeyu LiTao XuShanshan WanKe LouJun XuHuiming YingQuchang OuyangYuling TangZheyu HuQiang LiPublished in: CoRR (2018)
Keyphrases
- transfer learning
- fine tuning
- fine tune
- ct images
- learning tasks
- knowledge transfer
- reinforcement learning
- cross domain
- labeled data
- active learning
- transfer knowledge
- machine learning
- domain adaptation
- multi task
- manifold alignment
- computed tomography
- machine learning algorithms
- ct data
- text classification
- collaborative filtering
- text categorization
- semi supervised
- semi supervised learning
- multi task learning
- text mining
- data mining
- learning algorithm
- databases
- medical images
- intraoperative
- high dimensional
- image segmentation
- fine tuned
- unlabeled data
- medical imaging