Development of a generalizable natural language processing pipeline to extract physician-reported pain from clinical reports: Generated using publicly-available datasets and tested on institutional clinical reports for cancer patients with bone metastases.
Hossein NaseriKamran KafiSonia SkameneMarwan TolbaMame Daro FayePaul RamiaJulia KhriguianJohn KildeaPublished in: J. Biomed. Informatics (2021)
Keyphrases
- cancer patients
- clinical data
- breast cancer patients
- breast cancer
- processing pipeline
- natural language
- clinical trials
- treatment planning
- clinical practice
- lymph nodes
- raw data
- medical data
- machine learning
- knowledge base
- treatment plan
- clinical applications
- computer aided
- knowledge discovery
- decision trees
- computer assisted
- patient specific
- statistical analysis
- decision support system
- medical images
- image registration
- domain knowledge
- three dimensional