Deep learning of mutation-gene-drug relations from the literature

Deep learning of mutation-gene-drug relations from the literature

Abstract Background Molecular biomarkers that can predict drug efficacy in cancer patients are crucial components for the advancement of precision medicine. However, identifying these molecular biomarkers remains a laborious and challenging task. Next-generation sequencing of patients and preclinica...

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Bibliographic Details
Main Authors: Kyubum Lee, Byounggun Kim, Yonghwa Choi, Sunkyu Kim, Wonho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, Jaewoo Kang
Format: Article
Language:English
Published: BMC 2018-01-01
Series:BMC Bioinformatics
Subjects:
Deep learning
Convolutional neural networks
Information extraction
Text mining
NLP
BioNLP
Online Access:http://link.springer.com/article/10.1186/s12859-018-2029-1

Internet

http://link.springer.com/article/10.1186/s12859-018-2029-1

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