Supervised Learning for the ICD-10 Coding of French Clinical Narratives.
Clément DallouxVincent ClaveauMarc CuggiaGuillaume BouzilléNatalia GrabarPublished in: MIE (2020)
Keyphrases
- supervised learning
- clinical diagnosis
- medical records
- unsupervised learning
- patient records
- training data
- coding scheme
- free text
- reinforcement learning
- coding method
- learning algorithm
- clinical practice
- treatment planning
- patient data
- clinical data
- learning tasks
- machine learning
- semi supervised
- semi supervised learning
- clinical setting
- coding efficiency
- medical data
- inter frame
- class labels
- unlabeled data
- statistical learning
- clinical trials
- clinical applications
- supervised machine learning
- training set
- clinical guidelines
- data sets
- clinically relevant
- bit rate
- active learning
- learning process
- breast cancer