Probabilistic Prognostic Estimates of Survival in Metastatic Cancer Patients (PPES-Met) Utilizing Free-Text Clinical Narratives.
Imon BanerjeeMichael Francis GensheimerDouglas J. WoodSolomon HenryDaniel T. ChangDaniel L. RubinPublished in: CoRR (2018)
Keyphrases
- free text
- breast cancer patients
- breast cancer
- cancer patients
- information extraction
- structured data
- clinical data
- natural language processing
- survival analysis
- clinical guidelines
- semi structured
- logistic regression
- clinical trials
- medical records
- survival data
- data sets
- patient records
- prostate cancer
- treatment planning
- decision trees