Patient-level Classification on Clinical Note Sequences Guided by Attributed Hierarchical Attention.
Cansu SenThomas HartvigsenXiangnan KongElke A. RundensteinerPublished in: IEEE BigData (2019)
Keyphrases
- hierarchical classification
- clinical practice
- classification accuracy
- medical data
- support vector
- treatment planning
- clinical data
- patient data
- clinical information
- clinical trials
- feature selection
- medical treatment
- feature extraction
- intensive care
- text classification
- medical records
- patient records
- feature vectors
- lung disease
- bladder cancer
- hidden markov models
- training set
- therapy planning
- feature space
- real patient data