Automated extraction of Biomarker information from pathology reports.

Jeongeun LeeHyun-Je SongEunsil YoonSeong-Bae ParkSung-Hye ParkJeong-Wook SeoPeom ParkJinwook Choi

Published in: BMC medical informatics and decision making (2018)

Our proposed approach for biomarker data extraction addresses key limitations regarding data representation and can handle reports prepared in the clinical setting, which often contain incomplete sentences, typographical errors, and inconsistent formatting.

Keyphrases

adverse drug
electronic health record
big data
machine learning
deep learning
high throughput
emergency department
quality improvement
neural network