DeepPhe - A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records.
Guergana SavovaEugene TseytlinSean FinanMelissa CastineTimothy A. MillerOlga MedvedevaDavid HarrisHarry HochheiserChen LinGirish ChavanRebecca JacobsonPublished in: AMIA (2017)
Keyphrases
- natural language processing
- clinical information
- medical records
- free text
- patient records
- cancer treatment
- clinical diagnosis
- cancer patients
- information extraction
- dna microarray
- machine learning
- text mining
- computational linguistics
- breast cancer
- knowledge representation
- databases
- bladder cancer
- natural language
- gene selection
- gene expression
- outcome prediction
- named entity recognition
- clinical data
- disease progression
- computational biology
- microarray data
- early detection
- machine translation
- medical data
- semantic relations
- artificial intelligence
- wordnet
- lung cancer
- clinical practice
- text summarization
- record linkage
- clinical applications
- gene expression data
- health care
- microarray
- clinical trials
- caenorhabditis elegans