成果/Result
- Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition被引量：94收藏
- 作者：Wang, Qi Zhou, Yangming Ruan, Tong Gao, Daqi Xia, Yuhang He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2019
- 关键词：Clinical named entity recognition Electronic health records Deep neural network Dictionary features
- ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation被引量：90收藏
- 作者：Zhang, Jing Qin, Qiuge Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS IN BIOLOGY AND MEDICINE 2023
- 关键词：Medical image segmentation Swin Transformer ST-Unet Cross-layer feature enhancement
- Chinese Clinical Named Entity Recognition Using Residual Dilated Convolutional Neural Network With Conditional Random Field被引量：42收藏
- 作者：Qiu, Jiahui Zhou, Yangming Wang, Qi Ruan, Tong Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：IEEE TRANSACTIONS ON NANOBIOSCIENCE 2019
- 关键词：Electronic health records clinical named entity recognition residual dilated convolutional neural network conditional random field
- Representation learning for clinical time series prediction tasks in electronic health records被引量：29收藏
- 作者：Ruan, Tong Lei, Liqi Zhou, Yangming Zhai, Jie Zhang, Le He, Ping Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr;Shanghai Univ Tradit Chinese Med
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2019
- 关键词：Electronic health records Mortality prediction Representation learning Recurrent neural network
- An automatic approach for constructing a knowledge base of symptoms in Chinese被引量：23收藏
- 作者：Ruan, Tong Wang, Mengjie Sun, Jian Wang, Ting Zeng, Lu Yin, Yichao Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：JOURNAL OF BIOMEDICAL SEMANTICS 2017
- 关键词：Knowledge base Symptoms in Chinese Linked data Information extraction
- Mortality prediction system for heart failure with orthogonal relief and dynamic radius means被引量：16收藏
- 作者：Wang, Zhe Yao, Lijuan Li, Dongdong Ruan, Tong Liu, Min Gao, Ju
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 2018
- 关键词：Mortality prediction Heart failure Feature selection Dynamic radius Machine learning
- Self-Supervised Synonym Extraction from the Web被引量：14收藏
- 作者：Hu, Fanghuai Shao, Zhiqing Ruan, Tong
- 机构：E China Univ Sci & Technol
- 来源：JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 2015
- 关键词：synonym extraction self-supervised learning sequential labeling pattern encyclopedia
- QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research被引量：13收藏
- 作者：Ruan, Tong Huang, Yueqi Liu, Xuli Xia, Yuhang Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2019
- 关键词：Electronic medical record Statistical question answering Graph database Context-free grammar
- GC-CDSS: Personalized gastric cancer treatment recommendations system based on knowledge graph被引量：12收藏
- 作者：Li, Shuchun Li, Zhiang Xue, Kui Zhou, Xueliang Ding, Chengsheng Shao, Yanfei Zhang, Sen Ruan, Tong Zheng, Minhua Sun, Jing
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;East China Univ Sci & Technol;Shanghai Artificial Intelligence Lab
- 来源：INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 2024
- 关键词：Gastric cancer Clinical Decision Support System Knowledge graph Clinical treatment guidelines
- MKGF: A multi-modal knowledge graph based RAG framework to enhance LVLMs for Medical visual question answering被引量：9收藏
- 作者：Wu, Yinan Lu, Yuming Zhou, Yan Ding, Yifan Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：NEUROCOMPUTING 2025
- 关键词：Multi-modal Knowledge graph Large language model
- On building and publishing Linked Open Schema from social Web sites被引量：8收藏
- 作者：Wu, Tianxing Wang, Haofen Qi, Guilin Zhu, Jiangang Ruan, Tong
- 机构：Southeast Univ;Gowild Robot Co Ltd;Microsoft;East China Univ Sci & Technol
- 来源：JOURNAL OF WEB SEMANTICS 2018
- 关键词：Linked data Linked Open Schema Schema-level knowledge Social Web sites
- Enhancing Chinese abbreviation prediction with LLM generation and contrastive evaluation被引量：7收藏
- 作者：Liu, Jingping Tian, Xianyang Tong, Hanwen Xie, Chenhao Ruan, Tong Cong, Lin Wu, Baohua Wang, Haofen
- 机构：East China Univ Sci & Technol;Fudan Univ;Alibaba Grp;Tongji Univ
- 来源：INFORMATION PROCESSING & MANAGEMENT 2024
- 关键词：Chinese abbreviation prediction LLM generation Contrastive evaluation
- A Survey on Neural Data-to-Text Generation被引量：7收藏
- 作者：Lin, Yupian Ruan, Tong Liu, Jingping Wang, Haofen
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2024
- 关键词：Online services Internet Encyclopedias Task analysis Natural languages Sports Surveys Natural language processing natural language generation data-to-text generation survey deep learning
- A co-adaptive duality-aware framework for biomedical relation extraction被引量：6收藏
- 作者：Zhang, Weiyan Chen, Chuang Wang, Jiacheng Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：BIOINFORMATICS 2023
- Self-Supervised Chinese Ontology Learning from Online Encyclopedias被引量：6收藏
- 作者：Hu, Fanghuai Shao, Zhiqing Ruan, Tong
- 机构：E China Univ Sci & Technol
- 来源：SCIENTIFIC WORLD JOURNAL 2014
- Enhancing Error Detection on Medical Knowledge Graphs via Intrinsic Label被引量：3收藏
- 作者：Yu, Guangya Ye, Qi Ruan, Tong
- 机构：Zhejiang Lab;East China Univ Sci & Technol
- 来源：BIOENGINEERING-BASEL 2024
- 关键词：medical knowledge graph error detection confidence score graph attention network
- A combined recall and rank framework with online negative sampling for Chinese procedure terminology normalization被引量：3收藏
- 作者：Liang, Ming Xue, Kui Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：BIOINFORMATICS 2021
- LR-BCA: Label Ranking for Bridge Condition Assessment被引量：3收藏
- 作者：Wang, Kai Ruan, Tong Xie, Faxiang
- 机构：East China Univ Sci & Technol;Hohai Univ
- 来源：IEEE ACCESS 2021
- 关键词：Bridge condition assessment data cleaning machine learning label ranking
- A Bidirectional Extraction-Then-Evaluation Framework for Complex Relation Extraction被引量：3收藏
- 作者：Zhang, Weiyan Wang, Jiacheng Chen, Chuang Lu, Wanpeng Du, Wen Wang, Haofen Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol;DS Informat Technol Co Ltd;Tongji Univ
- 来源：IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2024
- 关键词：Data mining Feature extraction Task analysis Pipelines Object oriented modeling Iterative methods Large language models Complex relation extraction extraction-then-evaluation information extraction
- Integration of multiple terminology bases: a multi-view alignment method using the hierarchical structure被引量：3收藏
- 作者：Hu, Peihong Ye, Qi Zhang, Weiyan Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：BIOINFORMATICS 2023
- Subsequence and distant supervision based active learning for relation extraction of Chinese medical texts被引量：3收藏
- 作者：Ye, Qi Cai, Tingting Ji, Xiang Ruan, Tong Zheng, Hong
- 机构：East China Univ Sci & Technol
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2023
- 关键词：Active learning Sequence tagging Relation extraction Distant supervision Medical texts
- Lab indicators standardization method for the regional healthcare platform: a case study on heart failure被引量：2收藏
- 作者：Liang, Ming Zhang, ZhiXing Zhang, JiaYing Ruan, Tong Ye, Qi He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：BMC MEDICAL INFORMATICS AND DECISION MAKING 2020
- 关键词：Lab indicator standardization Entity alignment Active learning Machine learning Electronic health record Heart failure
- MSDiagnosis: A benchmark and framework for evaluating large language models in multi-step clinical diagnosis被引量：2收藏
- 作者：Hou, Ruihui Chen, Shencheng Fan, Yongqi Yu, Guangya Zhu, Lifeng Sun, Jing Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2025
- 关键词：Multi-step clinical diagnosis Large language model Prompting strategy
- A novel learning algorithm of single-hidden-layer feedforward neural networks被引量：1收藏
- 作者：Pu, Dong-Mei Gao, Da-Qi Ruan, Tong Yuan, Yu-Bo
- 机构：East China Univ Sci & Technol;Zhejiang Ocean Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2017
- 关键词：Neural networks Iteration methods Data classification Data regression Optimization Algorithms
- Scale-wise discriminative region learning for medical image segmentation被引量：1收藏
- 作者：Zhang, Jing Lai, Xiaoting Yang, Hai Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2024
- 关键词：Discriminative region Deformable attention Medical image segmentation
- Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy被引量：1收藏
- 作者：Hou, Ruihui Wang, Xiaojun Zhang, Weiyan Song, Zhexin Wang, Kai Chen, Yifei Liu, Jingping Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2025
- 关键词：Decision trees Data mining Cognition Medical diagnostic imaging Medical services Large language models Decision support systems Predictive models Pipelines Pediatrics Medical decision tree extraction large language model If-Else pseudocode PlanSelect
- On Evaluating Web-Scale Extracted Knowledge Bases in a Comparative Way被引量：0收藏
- 作者：Ruan, Tong Zhao, Liang Li, Yang Wang, Haofen Dong, Xu
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS 2018
- 关键词：Assessment Tool Chinese KB Data Quality DBpedia Knowledge Base Linked Open Data SSCO YAGO zhishi.me
- MV-MoE: A multi-view mixture-of-expert tuning method for medical LLMs被引量：0收藏
- 作者：Zhang, Weiyan Yan, Yongyu Wang, Jiacheng Wu, Xueyan Yuan, Cheng Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2027
- 关键词：Mixture-of-experts Multi-view learning Tuning method Large language models
- A multi-view representation learning framework for commonsense knowledge bases被引量：0收藏
- 作者：Zhang, Weiyan Chen, Chuang Chen, Tao Liu, Jingping Ye, Qi Ruan, Tong
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：INFORMATION SCIENCES 2024
- 关键词：Commonsense knowledge Representation learning Multi-view learning
- Knowledge-Routed Automatic Diagnosis With Heterogeneous Patient-Oriented Graph被引量：0收藏
- 作者：Li, Zhiang Ruan, Tong
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2024
- 关键词：Automatic diagnosis prior knowledge heterogeneous patient-oriented graph sequence generation topological connection
