Ontological attention ensembles for capturing semantic concepts in ICD code prediction from clinical text.
Matús FalisMaciej PajakAneta LisowskaPatrick SchrempfLucas DeckersShadia MikhaelSotirios A. TsaftarisAlison O'NeilPublished in: LOUHI@EMNLP (2019)
Keyphrases
- semantic concepts
- semantic information
- free text
- multi modal
- text documents
- visual features
- semantic concept detection
- low level
- low level features
- semantic similarity
- visual content
- image annotation
- multimedia data
- multimedia content
- video analysis
- image collections
- keywords
- visual concepts
- text mining
- information extraction
- natural language processing
- database
- e learning
- databases
- key frames
- high level
- similarity measure
- wordnet
- domain knowledge
- data processing