Modelling Temporal Document Sequences for Clinical ICD Coding.
Clarence Boon Liang NgDiogo SantosMarek ReiPublished in: EACL (2023)
Keyphrases
- clinical diagnosis
- temporal patterns
- medical records
- temporal expressions
- temporal sequences
- coding scheme
- spatio temporal
- temporal constraints
- patient records
- time stamped
- temporal information
- retrieval systems
- sequential patterns
- information retrieval
- patient data
- information retrieval systems
- temporal behavior
- document retrieval
- document images
- temporal order
- keywords
- clinical data
- temporal databases
- hidden markov models
- free text
- document collections
- web documents
- temporal reasoning
- document clustering
- clinical information
- clinical trials
- clinical practice
- temporal aspects
- temporal abstractions
- coding regions
- variable length
- temporal dependencies
- spatial and temporal
- temporal dimension
- event sequences
- temporal data
- temporal relations
- medical images
- coding method
- temporal redundancy
- sequential data