医学诊治过程中知识推理的关键技术研究

61602013
2016
F0214.新型计算及其应用基础
沈颖
青年科学基金项目
副教授
北京大学深圳研究生院
20万元
知识推理;卷积神经网络;关系路径表示;贝叶斯神经网络;医学诊治
2017-01-01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 Ontology Evaluation with Path-based Text-aware Entropy Computation 会议论文 Ying Shen;Daoyuan Chen;Min Yang;Yaliang Li;Nan Du;Kai Lei
2 Generative adversarial fusion network for class imbalance credit scoring 期刊论文 Lei Kai;Xie Yuexiang;Zhong Shangru;Daijing Chao;Yang Min;Shen Ying
3 Path-based Reasoning with Constrained Type Attention for Knowledge Graph Completion 期刊论文 Lei Kai;Zhang Jin;Xie Yuexiang;Wen Desi;Chen Daoyuan;Yang Min;Shen Ying
4 Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking 会议论文 Ying Shen;Yang Deng;Kaiqi Yuan;Li Liu;Yong Liu
5 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge 会议论文 Deng Yang;Shen Ying;Yang Min;Li Yaliang;Du Nan;Fan Wei;Lei Kai
6 An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription 期刊论文 Shen Ying;Yuan Kaiqi;Chen Daoyuan;Colloc Joel;Yang Min;Li Yaliang;Lei Kai
7 一种基于知识图谱的针灸决策支持方法及装置 专利 沈颖;雷凯;陈辰
8 Path-based Attribute-aware Representation Learning for Relation Prediction 会议论文 Shen Ying;Wen Desi;Li Yaliang;Du Nan;Zheng Haitao;Yang Min
9 Feature-aware Attentive Convolutional Neural Network for Sequence Processing 会议论文 Jinchao Dai;Kaiqi Yuan;Yuexiang Xie;Shen Ying
10 Semantic Similarity Measures to Disambiguate Terms in Medical Text 会议论文 Lei Kai;Huang Jiyue;Si Shangchun;Shen Ying
11 Enhancing Ontology-Driven Diagnostic Reasoning with a Symptom-Dependency-Aware Naïve Bayes Classifier 期刊论文 Shen Ying;Li Yaliang;Zheng Haitao;Tang Buzhou;Yang Min
12 医学知识图谱构建方法、装置、服务器及存储介质 专利 沈颖;雷凯;司尚春
13 EAPB: entropy-aware path-based metric for ontology quality 期刊论文 Shen Ying;Chen Daoyuan;Tang Buzhou;Yang Min;Lei Kai
14 Syndromes diagnostic model for coronary artery disease (CAD): An improved naïve Bayesian classification model based on attribute relevancy 会议论文 Lei Kai;Zhang Lizhu;Shen Ying;Huang Xiaohui;Wu Jincheng
15 Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction 期刊论文 Ying Shen;Yaliang Li;Yang Deng;Jin Zhang;Min Yang;Jinsong Chen;Shangchun Si;Kai Lei
16 一种实体关系抽取方法 专利 雷凯;陈道源;沈颖
17 Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning 会议论文 Shen Ying;Yuan Kaiqi;Li Yaliang;Tang Buzhou;Yang Min;Du Nan;Lei Kai
18 Attention-Aware Path-Based Relation Extraction for Medical Knowledge Graph 会议论文 Desi Wen;Yong Liu;Kaiqi Yuan;Shangchun Si;Ying Shen
19 MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs 会议论文 Kai Lei;Kaiqi Yuan;Qiang Zhang;Ying Shen
20 一种基于知识图谱的关系抽取方法和系统 专利 雷凯;沈颖;温德斯
21 An enhanced computational feature selection method for medical synonym identification via bilingualism and multi-corpus training 会议论文 Lei Kai;Si Shangchun;Wen Desi;Shen Ying
22 IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy 会议论文 Shen Ying;Deng Yang;Zhang Jin;Li Yaliang;Du Nan;Fan Wei;Lei Kai
23 KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation 期刊论文 Shen Ying;Yuan Kaiqi;Dai Jinchao;Tang Buzhou;Yang Min;Lei Kai
24 KMR: Knowledge-oriented Medicine Representation Learning for Drug-Drug Interaction and Similarity Computation 期刊论文 Shen Ying;Yuan Kaiqi;Tang Buzhou;Li Yaliang;Du Nan;Yang Min;Lei Kai
25 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering 会议论文 Deng Yang;Xie Yuexiang;Li Yaliang;Yang Min;Du Nan;Fan Wei;Lei Kai;Shen Ying
26 Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning 会议论文 Ying Shen;Joël Colloc;Armelle Jacquet Andrieu;Ziyi Guo;Yong Liu
27 Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs 会议论文 Ying Shen;Yang Deng;Min Yang;Yaliang Li;Nan Du;Wei Fan;Kai Lei
28 Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering 会议论文 Deng Yang;Lam Wai;Xie Yuexiang;Chen Daoyuan;Li Yaliang;Yang Min;Shen Ying
29 CBN: Constructing a Clinical Bayesian Network based on Data from the Electronic Medical Record 期刊论文 Shen Ying;Zhang Lizhu;Zhang Jin;Yang Min;Tang Buzhou;Li Yaliang;Lei Kai
30 Discovering Medical Entity Relations from Texts using Dependency Information 会议论文 Shen Ying;Huang jiyue;Zhang Jin;Si Shangchun;Yang Min;Lei Kai
31 一种知识图谱的逻辑增强方法及装置 专利 雷凯;沈颖;张丽珠;齐竹云
32 一种用于问答系统的答案排序方法 专利 雷凯;沈颖;邓扬
33 一种传染病的诊治方法及系统 专利 沈颖
34 Time-driven feature-aware jointly deep reinforcement learning for financial signal representation and algorithmic trading 期刊论文 Kai Lei;Bing Zhang;Yu Li;Min Yang;Ying Shen
35 Cooperative Denoising for Distantly Supervised Relation Extraction 会议论文 Lei Kai;Chen Daoyuan;Li Yaliang;Yang Min;Du Nan;Fan Wei;Shen Ying
36 Knowledge-aware Textual Entailment with Graph Attention Network 会议论文 Chen Daoyuan;Li Yaliang;Yang Min;Zheng Hai-Tao;Shen Ying
37 Answer-enhanced Path-aware Relation Detection over Knowledge Base 会议论文 Chen Daoyuan;Zheng Haitao;Yang Min;Li Yaliang;Shen Ying
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