Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports.
Mohammed M. AlawadShang GaoJohn X. QiuNoah SchaefferkoetterJacob D. HinkleHong-Jun YoonJames Blair ChristianXiao-Cheng WuEric B. DurbinJong Cheol JeongIsaac HandsDavid RustGeorgia D. TourassiPublished in: BHI (2019)
Keyphrases
- transfer learning
- information extraction
- text mining
- machine learning
- learning tasks
- natural language processing
- reinforcement learning
- knowledge transfer
- active learning
- cross domain
- named entities
- labeled data
- multi task learning
- information retrieval
- text categorization
- machine learning algorithms
- multi task
- transfer knowledge
- domain adaptation
- collaborative filtering
- learning algorithm
- target domain
- transferring knowledge
- text classification
- machine translation
- semi supervised learning
- structure learning
- conditional random fields
- manifold alignment
- learning process
- data mining
- neural network