Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers.
Alberto BlancoAlicia PérezArantza CasillasPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- multi task
- multi task learning
- feature selection
- image classification
- machine learning
- multiple tasks
- feature vectors
- classification accuracy
- learning tasks
- support vector machine
- multiple kernel learning
- unsupervised learning
- sparse learning
- medical records
- gaussian processes
- transfer learning
- text classification
- feature extraction
- decision trees
- cross validation
- class labels
- theoretical analysis
- model selection
- feature space
- learning algorithm