基于电子病历分析的慢病趋势预测方法研究

61876052
2018
F0606.自然语言处理
汤步洲
面上项目
副教授
哈尔滨工业大学
62万元
疾病风险评估;命名实体识别;实体关系抽取;慢病趋势预测;临床医疗实体及属性抽取
2019-01-01到2022-12-31
  • 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 Deep Learning-Based System for PharmaCoNER 会议论文 Ying Xiong;Yedan Shen;Yuanhang Huang;Shuai Chen;Buzhou Tang;Xiaolong Wang;Qingcai Chen;Jun Yan;Yi Zhou
2 Extracting entities with attributes in clinical text via joint deep learning 期刊论文 Xue Shi;Yingping Yi;Ying Xiong;Buzhou Tang;Qingcai Chen;Xiaolong Wang;Zongcheng Ji;Yaoyun Zhang;Hua Xu
3 A Joint Model for Medical Named Entity Recognition and Normalization 会议论文 Ying Xiong;Yuanhang Huang;Qingcai Chen;Xiaolong Wang;Yuan Ni;Buzhou Tang
4 Cohort selection for clinical trials using hierarchical neural network 期刊论文 Ying Xiong;Xue Shi;Shuai Chen;Dehuan Jiang;Buzhou Tang;Xiaolong Wang;Qingcai Chen;Jun Yan
5 Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study 期刊论文 Xiong Ying;Chen Shuai;Chen Qingcai;Yan Jun;Tang Buzhou
6 Novel Graph-Based Model With Biaffine Attention for Family History Extraction From Clinical Text: Modeling Study 期刊论文 Zhan Kecheng;Peng Weihua;Xiong Ying;Fu Huhao;Chen Qingcai;Wang Xiaolong;Tang Buzhou
7 A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text 期刊论文 Ying Xiong;Zhongmin Wang;Dehuan Jiang;Xiaolong Wang;Qingcai Chen;Hua Xu;Jun Yan;Buzhou Tang
8 A Deep Learning-Based System for the MEDDOCAN Task 会议论文 Jiang Dehuan;Shen Yedan;Chen Shuai;Tang Buzhou;Wang Xiaolong;Chen Qingcai;Xu Ruifeng;Yan Jun;Zhou Yi
9 Family history information extraction via deep joint learning 期刊论文 Xue Shi;Dehuan Jiang;Yuanhang Huang;Xiaolong Wang;Qingcai Chen;Jun Yan;Buzhou Tang
10 A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction 期刊论文 Liu Sicen;Li Tao;Ding Haoyang;Tang Buzhou;Wang Xiaolong;Chen Qingcai;Yan Jun;Zhou Yi
11 Improving deep learning method for biomedical named entity recognition by using entity definition information 期刊论文 Xiong Ying;Chen Shuai;Tang Buzhou;Chen Qingcai;Wang Xiaolong;Yan Jun;Zhou Yi
12 KEoG: A knowledge-aware edge-oriented graph neural network for document-level relation extraction 会议论文 Tao Li;Weihua Peng;Qingcai Chen;Xiaolong Wang;Buzhou Tang
13 Multi-channel fusion LSTM for medical event prediction using EHRs 期刊论文 Sicen Liu;Xiaolong Wang;Yang Xiang;Hui Xu;Hui Wang;Buzhou Tang
14 CapsTM: capsule network for Chinese medical text matching 期刊论文 Xiaoming Yu;Yedan Shen;Yuan Ni;Xiaowei Huang;Xiaolong Wang;Qingcai Chen;Buzhou Tang
15 De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models 会议论文 Buzhou Tang;Dehuan Jiang;Qingcai Chen;Xiaolong Wang;Jun Yan;Ying Shen
16 一种结合序列生成和层级词表的医学概念自动编码方法 专利 汤步洲;黄源航;熊英;陈清财
17 一种复杂医疗实体抽取方法 专利 汤步洲;张可成;熊英
18 Using Knowledge-Based Pretrained Language Model for Mining Drug and Chemical-Protein Interactions 会议论文 Qingyao Li;Ying Xiong;Jingyue Hu;Buzhou Tang
19 A Study on Automatic Generation of Chinese Discharge Summary 会议论文 Ying Xiong;Buzhou Tang;Qingcai Chen;Xiaolong Wang;Jun Yan
20 A Unified Machine Reading Comprehension Framework for Cohort Selection 期刊论文 Ying Xiong;Weihua Peng;Qingcai Chen;Zhengxing Huang;Buzhou Tang
21 Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge 期刊论文 Li Tao;Xiong Ying;Wang Xiaolong;Chen Qingcai;Tang Buzhou
22 Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network 期刊论文 Ying Xiong;Hao Peng;Yang Xiang;Ka-Chun Wong;Qingcai Chen;Jun Yan;Buzhou Tang
23 一种基于阅读理解的医学概念编码方法、装置及存储介质 专利 汤步洲;黄源航;熊英;陈清财
24 Depression Risk Prediction for Chinese Microblogs via Deep-Learning Methods: Content Analysis 期刊论文 Wang Xiaofeng;Chen Shuai;Li Tao;Li Wanting;Zhou Yejie;Zheng Jie;Chen Qingcai;Yan Jun;Tang Buzhou
25 Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity 期刊论文 Ying Xiong;Shuai Chen;Haoming Qin;He Cao;Yedan Shen;Xiaolong Wang;Qingcai Chen;Jun Yan;Buzhou Tang
26 CHIP2019评测任务1概述:临床术语标准化任务 期刊论文 黄源航;焦晓康;汤步洲;陈清财;闫峻
27 CATNet: Cross-event attention-based time-aware network for medical event prediction 期刊论文 Sicen Liu;Xiaolong Wang;Yang Xiang;Hui Xu;Hui Wang;Buzhou Tang
28 基于深度语义信息表示的中文临床医疗实体识别方法 专利 汤步洲;石雪;刘增健;陈清财;王晓龙
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