CLAMP-PA: A machine learning based pre-annotation pipeline for corpus construction of clinical concepts.

Yaoyun Zhang Qiang Wei Jingqi Wang Hua Xu

Published in: AMIA (2018)

Keyphrases

machine learning
supervised machine learning
active learning
concept formation
visual concepts
annotated corpus
pattern recognition
feature engineering
clinical pathway
medical domain

wikipedia articles
semantic annotation
inductive logic programming
inductive learning
decision trees
knowledge discovery
artificial intelligence
inter annotator agreement
construction process
manually annotated

semi automatically
patient data
information extraction
learning algorithm
data analysis
knowledge representation
text mining
background knowledge
knowledge acquisition
automatic annotation

supervised learning
medical knowledge
medical data
support vector machine
hand crafted
learning paradigms
machine learning methods
metadata
feature selection
learning tasks