Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery

机译：具有域知识的因果关系发现，用于药物相互作用

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来源
《International Conference on Advanced Data Mining and Applications》|2019年|632-647|共16页
会议地点 Dalian(CN)
作者
Sitthichoke Subpaiboonkit; Xue Li; Xin Zhao; Harrisen Scells; Guido Zuccon;
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作者单位

The University of Queensland Brisbane Australia;

The University of Queensland Brisbane Australia Neusoft University of Information Dalian China;

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原文格式 PDF
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关键词
Causality discovery; Bayesian network; Drug-drug interaction;

机译：因果关系发现;贝叶斯网络;药物相互作用;

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1. Evaluation of Drug Interactions with P-Glycoprotein in Drug Discovery: In Vitro Assessment of the Potential for Drug-Drug Interactions with P-Glycoprotein [J] . Jerome H. Hochman Masayo Yamazaki Tomoyuki Ohe Jiunn H. Lin Current Drug Metabolism . 2002,第3期

机译：P-糖蛋白与药物相互作用中药物相互作用的评估：P-糖蛋白与药物相互作用的潜力的体外评估
2. Discovery of 2,4-diamino-5-cyanopyrimidine derivatives as protein kinase C theta inhibitors with mitigated time-dependent drug-drug interactions [J] . Kunikawa Shigeki, Tanaka Akira, Takasuna Yuji, Bioorganic and medicinal chemistry . 2019,第5期

机译：发现2,4-二氨基-5-氰基吡啶胺衍生物作为蛋白激酶C inta抑制剂，具有缓解时间依赖性药物 - 药物相互作用
3. Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports [J] . Cai Ruichu, Liu Mei, Hu Yong, Artificial intelligence in medicine . 2017,第FEBa期

机译：通过自发不良事件报告中的因果关联规则发现来识别不良药物之间的相互作用
4. Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery [C] . Sitthichoke Subpaiboonkit, Xue Li, Xin Zhao, International Conference on Advanced Data Mining and Applications . 2019

机译：对域名知识的因果区发现药物互动发现
5. Integrating knowledge discovery techniques with prior domain knowledge for better decision support. [D] . Kunene, K. Niki. 2006

机译：将知识发现技术与先前的领域知识相集成，以提供更好的决策支持。
6. Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports [O] . Ruichu Cai, Mei Liu, Yong Hu, -1

机译：通过自发不良事件报告中的因果关联规则发现来识别不良药物之间的相互作用
7. Application of Machine Learning in Knowledge Discovery for Pharmaceutical Drug-drug Interactions [O] . Herrero Zazo Maria, Lille Maxime, Barlow David John 2016

机译：机器学习在药物-药物相互作用知识发现中的应用

Causality Discovery with Domain Knowledge for Drug-Drug Interactions Discovery

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