基于多词驱动与卷积神经网络的生物事件抽取研究与应用

61572098
2015
F0211.信息检索与社会计算
王健
面上项目
教授
大连理工大学
63万元
多词驱动;卷积神经网络;生物事件抽取;肺结节;触发词
2016-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 A multi-task learning based approach to biomedical entity relation extraction 会议论文 Qingqing Li;Zhihao Yang;Ling Luo;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
2 Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths 期刊论文 Yijia Zhang;Wei Zheng;Hongfei Lin;Jian Wang;Zhihao Yang;Michel Dumontier
3 HMNPPID: A Database of Protein-protein Interactions Associated with Human Malignant Neoplasms 会议论文 Qingqing Li;Zhihao Yang;Zhehuan Zhao;Ling Luo;Zhiheng Li;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Yijia Zhang
4 A hybrid model based on neural networks for biomedical relation extraction 期刊论文 Yijia Zhang;Hongfei Lin;Zhihao Yang;Jian Wang;Shaowu Zhang;Yuanyuan Sun;Liang Yang
5 一种基于文档级别注意力机制的事件触发词抽取方法 专利 王健;王安然;林鸿飞
6 GrEDeL:A Knowledge Graph Embedding Based Method for Drug Discovery from Biomedical Literatures 期刊论文 SHENGTIAN SANG;ZHIHAO YANG;XIAOXIA LIU;LEI WANG;HONGFEI LIN;JIAN WANG;MICHEL DUMONTIER
7 一种基于句法词向量的生物医学事件触发词识别方法 专利 王健;张建海;林鸿飞;张益嘉
8 一种基于候选事件元素注意力机制的生物事件抽取方法 专利 王健;王安然;林鸿飞
9 一种基于特征自动学习的生物医学事件触发词识别方法 专利 王健;李虹磊;林鸿飞;杨志豪;张益嘉
10 Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths 奖励 张益嘉;郑巍;林鸿飞;王健
11 Biomedical Event Trigger Detection Based on Bidirectional LSTM and CRF 会议论文 Yan Wang;Jian Wang;Hongfei Lin;Shaowu Zhang;Lishuang Li
12 Hierarchical Recurrent Convolutional Neural Network for Chemical-protein Relation Extraction from Biomedical Literature 会议论文 Cong Sun;Zhihao Yang;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
13 Identifying protein complexes based on node embeddings obtained from protein-protein interaction networks 期刊论文 Xiaoxia Liu;ZhihaoYang;Shengtian Sang;Ziwei Zhou;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Bo Xu
14 A neural network approach to chemical and gene/protein entity recognition in patents 期刊论文 Ling Luo;Zhihao Yang;Pei Yang;Yin Zhang;Lei Wang;Jian Wang;Hongfei Lin
15 Protein-Protein Interaction Article Classification: A Knowledge-enriched Self1 Attention Convolutional Neural Network Approach 会议论文 Ling Luo;Zhihao Yang;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
16 An effective neural model extracting document level chemical-induced disease relations from biomedical literature 期刊论文 Wei Zheng;Hongfei Lin;Zhiheng Li;Xiaoxia Liu;Zhengguang Li;Bo Xu;Yijia Zhang;Zhihao Yang;Jian Wang
17 Extracting drug–drug interactions with hybrid bidirectional gated recurrent unit and graph convolutional network 期刊论文 Di Zhao;Jian Wang;Hongfei Lin;Zhihao Yang;Yijia Zhang
18 基于融合式神经网络的 微生物生长环境关系抽取 期刊论文 李孟颖;王 健;王 琰;林鸿飞;杨志豪
19 一种基于深度学习的肺结节良恶性识别方法 专利 王健;文加斌;李孟颖;杨春梅;林鸿飞;张益嘉;王琰
20 PC-SENE: A node embedding based method for protein complex detection 会议论文 Xiaoxia Liu;Zhihao Yang;Shengtian Sang;Lei Wang;Yin Zhang;Hongfei Lin;Bo Xu;Yijia Zhang;Liang Yang;Kan Xu;Jian Wang
21 A multiple distributed representation method based on neural network for biomedical event extraction 期刊论文 Anran Wang;Jian Wang;Hongfei Lin;Jianhai Zhang;Zhihao Yang;Kan Xu
22 Bidirectional long short-term memory with CRF for detecting biomedical event trigger in FastText semantic space 期刊论文 Yan Wang;Jian Wang;Hongfei Lin;Xiwei Tang;Shaowu Zhang;Lishuang Li
23 An uncertain model-based approach for identifying dynamic protein complexes in uncertain protein-protein interaction networks 期刊论文 Yijia Zhang;Hongfei Lin;Zhihao Yang;Jian Wang;Yiwei Liu
24 A Knowledge Graph based Bidirectional Recurrent Neural Network Method for Literature-based Discovery 会议论文 Shengtian Sang;Zhihao Yang;Xiaoxia Liu;Lei Wang;Yin Zhang;Hongfei Lin;Jian Wang;Liang Yang;Kan Xu;Yijia Zhang
25 基于神经网络的微生物生长环境关系抽取方法 期刊论文 王健;李虹磊;林鸿飞;杨志豪;张绍武
26 Biomedical event trigger detection by dependency-based word embedding 期刊论文 Jian Wang;Jianhai Zhang;Yuan An;Hongfei Lin;Zhihao Yang;Yijia Zhang;Yuanyuan Sun
27 A method for predicting protein complex in dynamic PPI networks 期刊论文 Yijia Zhang;Hongfei Lin;Zhihao Yang;Jian Wang;Yiwei Liu;Shengtian Sang
28 Biomedical Event Extraction Based on Distributed Representation and Deep Learning 会议论文 Anran Wang;Jian Wang;Hongfei Lin;Jianhai Zhang;Zhihao Yang;Kan Xu
29 SemaTyP: a knowledge graph based literature mining method for drug discovery 期刊论文 Shengtian Sang;Zhihao Yang;Lei Wang;Xiaoxia Liu;Hongfei Lin;Jian Wang
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