A Hybrid AI-Based Method for ICD Classification of Medical Documents.
Daniel BruneßMatthias BayChristian SchulzeMichael GuckertMirjam MinorPublished in: ICIMTH (2023)
Keyphrases
- classification method
- support vector machine
- support vector machine svm
- accuracy rate
- cross validation
- classification accuracy
- classification process
- classification algorithm
- preprocessing
- decision rules
- machine learning
- benchmark data sets
- pattern classification
- machine learning methods
- clustering method
- pairwise
- digital libraries
- similarity measure
- artificial intelligence
- information retrieval
- feature set
- training samples
- active learning
- xml documents
- feature space
- health care
- image segmentation
- decision trees
- free text
- classification scheme
- neural network