Drug-drug interaction extraction from biomedical texts based on multi-attention mechanism

Mapping Intimacies ◽

10.1145/3487027.3487035 ◽

2021 ◽

Author(s):

Chengkun Wu ◽

Wei Wang ◽

Xi Yang ◽

Canqun Yang

Keyword(s):

Drug Interaction ◽

Attention Mechanism ◽

Interaction Extraction ◽

Drug Drug Interaction ◽

Biomedical Texts

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Drug-Drug Interaction Extraction from Biomedical Texts via Relation BERT

2020 RIVF International Conference on Computing and Communication Technologies (RIVF) ◽

10.1109/rivf48685.2020.9140783 ◽

2020 ◽

Author(s):

Dinh Phuong Nguyen ◽

Tu Bao Ho

Keyword(s):

Drug Interaction ◽

Interaction Extraction ◽

Drug Drug Interaction ◽

Biomedical Texts

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Incorporating User Generated Content for Drug Drug Interaction Extraction Based on Full Attention Mechanism

IEEE Transactions on NanoBioscience ◽

10.1109/tnb.2019.2919188 ◽

2019 ◽

Vol 18 (3) ◽

pp. 360-367

Author(s):

Bo Xu ◽

Xiufeng Shi ◽

Yueqin Yin ◽

Zhehuan Zhao ◽

Wei Zheng ◽

...

Keyword(s):

Drug Interaction ◽

Attention Mechanism ◽

User Generated Content ◽

Full Attention ◽

Interaction Extraction ◽

Drug Drug Interaction

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Drug-Drug interaction extraction using a position and similarity fusion-based attention mechanism

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2021.103707 ◽

2021 ◽

Vol 115 ◽

pp. 103707

Author(s):

Mohsen Fatehifar ◽

Hossein Karshenas

Keyword(s):

Drug Interaction ◽

Attention Mechanism ◽

Interaction Extraction ◽

Drug Drug Interaction

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Drug-drug interaction extraction from biomedical texts using long short-term memory network

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2018.08.005 ◽

2018 ◽

Vol 86 ◽

pp. 15-24 ◽

Author(s):

Sunil Kumar Sahu ◽

Ashish Anand

Keyword(s):

Drug Interaction ◽

Short Term Memory ◽

Term Memory ◽

Interaction Extraction ◽

Memory Network ◽

Long Short Term Memory ◽

Drug Drug Interaction ◽

Biomedical Texts

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Drug-Drug Interaction Extraction Based on Deep Learning Models

10.1007/978-981-16-2709-5_53 ◽

2021 ◽

pp. 691-706

Author(s):

Shrinivas V. Shanbhag ◽

Pratyush Karmakar ◽

P. Prajwala ◽

Nagamma Patil

Keyword(s):

Deep Learning ◽

Drug Interaction ◽

Learning Models ◽

Interaction Extraction ◽

Drug Drug Interaction

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Deep Convolution Neural Networks for Drug-Drug Interaction Extraction

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2018.8621405 ◽

2018 ◽

Author(s):

Xia Sun ◽

Long Ma ◽

Xiaodong Du ◽

Jun Feng ◽

Ke Dong

Keyword(s):

Neural Networks ◽

Drug Interaction ◽

Convolution Neural Networks ◽

Interaction Extraction ◽

Drug Drug Interaction

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Drug drug interaction extraction from the literature using a recursive neural network

PLoS ONE ◽

10.1371/journal.pone.0190926 ◽

2018 ◽

Vol 13 (1) ◽

pp. e0190926 ◽

Author(s):

Sangrak Lim ◽

Kyubum Lee ◽

Jaewoo Kang

Keyword(s):

Neural Network ◽

Drug Interaction ◽

Interaction Extraction ◽

Recursive Neural Network ◽

Drug Drug Interaction

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Position-aware deep multi-task learning for drug–drug interaction extraction

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2018.03.001 ◽

2018 ◽

Vol 87 ◽

pp. 1-8 ◽

Author(s):

Deyu Zhou ◽

Lei Miao ◽

Yulan He

Keyword(s):

Drug Interaction ◽

Task Learning ◽

Interaction Extraction ◽

Drug Drug Interaction

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Drug–drug interaction extraction from biomedical literature using support vector machine and long short term memory networks

Information Sciences ◽

10.1016/j.ins.2017.06.021 ◽

2017 ◽

Vol 415-416 ◽

pp. 100-109 ◽

Author(s):

Degen Huang ◽

Zhenchao Jiang ◽

Li Zou ◽

Lishuang Li

Keyword(s):

Support Vector Machine ◽

Drug Interaction ◽

Short Term Memory ◽

Biomedical Literature ◽

Support Vector ◽

Term Memory ◽

Interaction Extraction ◽

Long Short Term Memory ◽

Drug Drug Interaction

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Using Center Vector and Drug Molecular Information for Drug Drug Interaction Extraction

10.1109/bibm52615.2021.9669610 ◽

2021 ◽

Author(s):

Biao Duan ◽

Lei Qin ◽

Jing Peng

Keyword(s):

Drug Interaction ◽

Interaction Extraction ◽

Molecular Information ◽

Drug Drug Interaction ◽

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