| Issue |
BIO Web Conf.
Volume 8, 2017
2016 International Conference on Medicine Sciences and Bioengineering (ICMSB2016)
|
|
|---|---|---|
| Article Number | 01039 | |
| Number of page(s) | 6 | |
| Section | Session I: Medicine | |
| DOI | https://doi.org/10.1051/bioconf/20170801039 | |
| Published online | 11 January 2017 | |
Research of ddi based on multi-label conditional random field
Mathematics and Computer Science Department of JiangHan University, China
a Hongtao Deng: hongtaodeng@qq.com
The detection of drug name and drug-drug interaction(DDI) is considered as a sequence labeling task in this paper. We present the multi-label CRF method to complete it. Compared to the traditional method, our method can not only identify drug names, but also can identify drug-drug interaction. According to the characteristics of medical texts, this paper extracts the good features of the description of DDI. The proposed method has good performance in DDIExtraction 2013 evaluation corpus.
© The Authors, published by EDP Sciences, 2017
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