CNN-based ranking for biomedical entity normalization

CNN-based ranking for biomedical entity normalization

Abstract Background Most state-of-the-art biomedical entity normalization systems, such as rule-based systems, merely rely on morphological information of entity mentions, but rarely consider their semantic information. In this paper, we introduce a novel convolutional neural network (CNN) architect...

Full description

Bibliographic Details
Main Authors: Haodi Li, Qingcai Chen, Buzhou Tang, Xiaolong Wang, Hua Xu, Baohua Wang, Dong Huang
Format: Article
Language:English
Published: BMC 2017-10-01
Series:BMC Bioinformatics
Subjects:
Biomedical entity normalization
Convolutional neural network
Online Access:http://link.springer.com/article/10.1186/s12859-017-1805-7

Internet

http://link.springer.com/article/10.1186/s12859-017-1805-7

Similar Items