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
- MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs被引量：66收藏
- 作者：Fan, Yongqi Wang, Yating Wang, Guandong Zhai, Jie Liu, Jingping Ye, Qi Ruan, Tong
- 机构： School of Information Science and Engineering
- 来源：arXiv 2025
- 关键词：Question answering
- MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval被引量：57收藏
- 作者：Fan, Yongqi Wang, Nan Xue, Kui Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering; Intelligent Healthcare
- 来源：2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025 2025
- 关键词：Benchmarking - Computational linguistics - Electronic health record - Information retrieval - Medical computing - Natural language processing systems - Statistical tests
- MMpedia: A Large-Scale Multi-modal Knowledge Graph被引量：57收藏
- 作者：Wu, Yinan Wu, Xiaowei Li, Junwen Zhang, Yue Wang, Haofen Du, Wen He, Zhidong Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering; College of Design and Innovation; DS Information Technology
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
- 关键词：Computational linguistics - Graphic methods - HTTP - Image enhancement - Natural language processing systems - Search engines
- KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration被引量：55收藏
- 作者：Wang, Nan Fan, Yongqi Zhu, Yansha Wang, ZongYu Cao, Xuezhi He, Xinyan Jiang, Haiyun Ruan, Tong Liu, Jingping
- 机构： School of Information Science and Engineering; Meituan; School of Automation and Perception
- 来源：arXiv 2025
- 关键词：Graph theory - Knowledge graph - Question answering
- An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration被引量：55收藏
- 作者：Fan, Yongqi Xue, Kui Li, Zelin Zhang, Xiaofan Ruan, Tong
- 机构： School of Information Science and Engineering; Intelligent Healthcare; Northwestern University; Shanghai Jiao Tong University
- 来源：Proceedings - International Conference on Computational Linguistics, COLING 2025
- CoT-Planner: Chain-of-Thoughts as the Content Planner for Few-shot Table-to-Text Generation Reduces the Hallucinations from LLMs被引量：55收藏
- 作者：Lin, Yupian Bian, Yuang Yu, Guangya Xue, Dongge Lu, Wanpeng Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the International Joint Conference on Neural Networks 2025
- CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation被引量：50收藏
- 作者：Yu, Guangya Li, Yanhao Jiang, Zongying Jin, Yuxiong Dai, Li Lin, Yupian Hou, Ruihui Zhang, Weiyan Fan, Yongqi Ye, Qi Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the Annual Meeting of the Association for Computational Linguistics 2025
- 关键词：Benchmarking - Electronic health record - Medical computing - Quality control
- Fast and accurate recognition of chinese clinical named entities with residual dilated convolutions被引量：46收藏
- 作者：Qiu, Jiahui Wang, Qi Zhou, Yangming Ruan, Tong Gao, Ju
- 机构： School of Information Science and Engineering; Shanghai Shuguang Hospital
- 来源：arXiv 2018
- 关键词：Benchmarking - Clinical research - Convolution - Natural language processing systems - Records management - Recurrent neural networks
- 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
- Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network被引量：42收藏
- 作者：Wang, Qi Qiu, Jiahui Zhou, Yangming Ruan, Tong Gao, Daqi Gao, Ju
- 机构： School of Information Science and Engineering; Shanghai Shuguang Hospital
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- 关键词：Diseases - Natural language processing systems - Computer aided diagnosis - Heart
- MSDIAGNOSIS: A Benchmark for Evaluating Large Language Models in Multi-Step Clinical Diagnosis被引量：41收藏
- 作者：Hou, Ruihui Chen, Shencheng Fan, Yongqi Yu, Guangya Zhu, Lifeng Sun, Jing Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering; Ruijin Hospital
- 来源：arXiv 2024
- 关键词：Benchmarking
- Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition被引量：39收藏
- 作者：Wang, Qi Xia, Yuhang Zhou, Yangming Ruan, Tong Gao, Daqi He, Ping
- 机构： Department of Computer Science and Engineering; Shanghai Hospital Development Center
- 来源：arXiv 2018
- 关键词：Benchmarking - Clinical research - Deep neural networks - Large dataset - Natural language processing systems - Records management
- Can Multimodal Large Language Models Understand Spatial Relations?被引量：35收藏
- 作者：Liu, Jingping Liu, Ziyan Cen, Zhedong Zhou, Yan Zou, Yinan Zhang, Weiyan Jiang, Haiyun Ruan, Tong
- 机构： School of Information Science and Engineering; School of Computer Science
- 来源：arXiv 2025
- 关键词：Image understanding
- EMRs2CSP: Mining Clinical Status Pathway from Electronic Medical Records被引量：34收藏
- 作者：Chen, Yifei Hou, Ruihui Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering
- 来源：Proceedings of the Annual Meeting of the Association for Computational Linguistics 2025
- 关键词：Data mining - Diagnosis - Electronic health record - Medical computing
- MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens被引量：34收藏
- 作者：Fan, Yongqi Sun, Hongli Xue, Kui Zhang, Xiaofan Zhang, Shaoting Ruan, Tong
- 机构： School of Information Science and Engineering; Intelligent Healthcare; School of Electronic Information and Electrical Engineering
- 来源：arXiv 2024
- 关键词：Computational linguistics
- FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer被引量：33收藏
- 作者：Liu, Jingping Song, Yuqiu Xue, Kui Sun, Hongli Wang, Chao Chen, Lihan Jiang, Haiyun Liang, Jiaqing Ruan, Tong
- 机构： School of Information Science and Engineering; Shanghai Artificial Intelligence Laboratory; Shanghai Key Laboratory of Data Science; Tencent AI Lab
- 来源：arXiv 2022
- DBEE: Dual-Path Biomedical Event Extraction withLarge Language Model被引量：30收藏
- 作者：Zeng, Jianjun Wang, Jiacheng Zhang, Weiyan Wang, Yunpeng Zhou, Yan Wu, Yinan Zhu, Lifeng Ruan, Tong Liu, Jingping
- 机构： School of Information Science and Engineering; Ruijin Hospital; School of Software Engineering
- 来源：Lecture Notes in Computer Science 2026
- 关键词：Biomedical engineering - Computational linguistics - Large datasets - Tuning
- PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs被引量：28收藏
- 作者：Bian, Yuang Lin, Yupian Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering
- 来源：Proceedings - International Conference on Computational Linguistics, COLING 2025
- 关键词：Multi agent systems - Natural language processing systems
- IMQC: A Large Language Model Platform for Medical Quality Control被引量：26收藏
- 作者：Ye, Qi Yu, Guangya Liu, Jingping Chen, Erzhen Dong, Chenjie Lin, Xiaosheng Liu, Zelei Yu, Han Ruan, Tong
- 机构： School of Information Science and Technology; Shanghai Medical Quality Control Management Center; Xinhong Community Health Service Center; Unicom Industrial Internet Co.; College of Computing and Data Science
- 来源：Proceedings of the AAAI Conference on Artificial Intelligence 2025
- 关键词：Biomedical engineering - Damage detection - Electronic health record - Model predictive control - Patient treatment
- Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction被引量：26收藏
- 作者：Zhang, Weiyan Lu, Wanpeng Wang, Jiacheng Wang, Yating Chen, Lihan Jiang, Haiyun Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering; Beijing Institute of Control Engineering; Tencent AI Lab
- 来源：Proceedings of the Annual Meeting of the Association for Computational Linguistics 2024
- 关键词：Computational linguistics - Information retrieval - Natural language processing systems - Nonbibliographic retrieval systems - Semantics
- Question answering based clinical text structuring using pre-trained language model被引量：26收藏
- 作者：Qiu, Jiahui Zhou, Yangming Ma, Zhiyuan Ruan, Tong Liu, Jinlin Sun, Jing
- 机构： School of Information Science and Engineering; Ruijin Hospital
- 来源：arXiv 2019
- 关键词：Computational linguistics - Natural language processing systems
- RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction被引量：25收藏
- 作者：Fan, Yongqi Zhu, Yansha Xue, Kui Liu, Jingping Ruan, Tong
- 机构： School of Information Science and Engineering; Shanghai Artificial Intelligence Laboratory
- 来源：Proceedings of the Annual Meeting of the Association for Computational Linguistics 2024
- 关键词：Contrastive Learning - Diagnosis - Diseases - Terminology
- On evaluating web-scale extracted knowledge bases in a comparative way被引量：25收藏
- 作者：Ruan, Tong Zhao, Liang Li, Yang Wang, Haofen Dong, Xu
- 机构： Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering
- 来源：International Journal on Semantic Web and Information Systems 2018
- 关键词：Linked data - Open Data
- An Attention-based BI-GRU-CapsNet Model for Hypernymy Detection between Compound Entities被引量：23收藏
- 作者：Wang, Qi Xu, Chenming Zhou, Yangming Ruan, Tong Gao, Daqi He, Ping
- 机构： School of Information Science and Engineering; School of Science; Shanghai Hospital Development Center
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text被引量：23收藏
- 作者：Xue, Kui Zhou, Yangming Ma, Zhiyuan Ruan, Tong Zhang, Huanhuan He, Ping
- 机构： School of Information Science and Engineering; Shanghai Hospital Development Center
- 来源：Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 2019
- 关键词：Natural language processing systems - Text processing - Computational linguistics - Character recognition
- PatientEG dataset: Bringing event graph model with temporal relations to electronic medical records被引量：21收藏
- 作者：Liu, Xuli Jin, Jihao Wang, Qi Ruan, Tong Zhou, Yangming Gao, Daqi Yin, Yichao
- 机构： School of Information Science and Engineering; Shanghai Shuguang Hospital
- 来源：arXiv 2018
- 关键词：Clinical research - Diagnosis - Knowledge graph - Medical computing - Query processing - Semantics
- Evaluating and comparing web-scale extracted knowledge bases in Chinese and english被引量：21收藏
- 作者：Ruan, Tong Dong, Xu Wang, Haofen Li, Yang
- 机构： Department of Computer Science and Engineering
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016
- A multi-strategy learning approach to competitor identification被引量：18收藏
- 作者：Ruan, Tong Lin, Yeli Wang, Haofen Pan, Jeff Z.
- 机构： East China University of Science and Technology; University of Aberdeen
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015
- 关键词：Iterative methods - Natural language processing systems
