Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies.

Shuai Zheng James J Lu Nima Ghasemzadeh Salim Salim Hayek Arshed A Quyyumi Fusheng Wang

Published in: JMIR medical informatics (2017)

IDEAL-X adopts a unique online machine learning-based approach combined with controlled vocabularies to support data extraction for clinical reports. The system can quickly learn and improve, thus it is highly adaptable.

Keyphrases

machine learning
health information
big data
social media
artificial intelligence
adverse drug
healthcare
electronic health record