Aiding ICD-10 Encoding of Clinical Health Records Using Improved Text Cosine Similarity and PLM-ICD.
Hugo SilvaVítor DuqueMario MacedoMateus MendesPublished in: Algorithms (2024)
Keyphrases
- medical records
- free text
- health records
- cosine similarity
- medical data
- electronic health records
- patient data
- health care
- similarity measure
- information extraction
- structured data
- database
- natural language processing
- sensitive information
- similarity function
- vector space
- tf idf
- euclidean distance
- vector space model
- document clustering
- semantic similarity
- k means
- information retrieval
- semi structured
- distance measure
- support vector
- intraoperative
- semantic information
- statistical analysis