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
- Random forest for label ranking被引量：64收藏
- 作者：Zhou, Yangming Qiu, Guoping
- 机构：East China Univ Sci & Technol;Shenzhen Univ;Univ Nottingham
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2018
- 关键词：Preference learning Label ranking Random forest Decision tree
- Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text被引量：59收藏
- 作者：Xue, Kui Zhou, Yangming Ma, Zhiyuan Ruan, Tong Zhang, Huanhuan He, Ping
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) 2019
- 关键词：Named entity recognition Relation classification Joint model BERT language model Electronic health records
- Memetic Search for Identifying Critical Nodes in Sparse Graphs被引量：51收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Glover, Fred
- 机构：East China Univ Sci & Technol;Univ Angers;Inst Univ France;Univ Colorado
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2019
- 关键词：Complex networks critical node problems (CNPs) heuristics memetic search sparse graph
- Variable population memetic search: A case study on the critical node problem被引量：47收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Fu, Zhang-Hua Wang, Zhe Lai, Xiangjing
- 机构： School of Information Science and Engineering; Key Laboratory of Advanced Control and Optimization for Chemical Processes; Department of Computer Science; Institut Universitaire de France; Robotics Laboratory for Logistics Service
- 来源：arXiv 2019
- 关键词：Benchmarking
- 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
- An Effective Patient Representation Learning for Time-series Prediction Tasks Based on EHRs被引量：43收藏
- 作者：Lei, Liqi Zhou, Yangming Zhai, Jie Zhang, Le Fang, Zhijia He, Ping Gao, Ju
- 机构： School of Information Science and Engineering; Shanghai Hospital Development Center; Shanghai Shuguang Hospital
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- 关键词：eHealth - Hospitals - Clinical research - Records management - E-learning - Forecasting
- Cost-quality adaptive active learning for chinese clinical named entity recognition被引量：43收藏
- 作者：Cai, Tingting Zhou, Yangming Zheng, Hong
- 机构： School of Information Science and Engineering; Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：arXiv 2020
- 关键词：Artificial intelligence - Clinical research - Cost effectiveness - E-learning - Learning systems - Terminology
- 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
- Enriching medcial terminology knowledge bases via pre-trained language model and graph convolutional network被引量：40收藏
- 作者：Zhang, Jiaying Zhang, Zhixing Zhang, Huanhuan Ma, Zhiyuan Zhou, Yangming He, Ping
- 机构： School of Information Science and Engineering; Shanghai Hospital Development Center
- 来源：arXiv 2019
- 关键词：Clinical research - Computational linguistics - Concentration (process) - Convolution - Embeddings - Hospitals - Knowledge based systems - Terminology
- active learning for Chinese word segmentation in medical text被引量：39收藏
- 作者：Cai, Tingting Zhou, Yangming Ma, Zhiyuan Zheng, Hong Zhang, Lingfei He, Ping Gao, Ju
- 机构： School of Information Science and Engineering; Shanghai Hospital Development Center; Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine
- 来源：arXiv 2019
- 关键词：Data mining - Deep learning - E-learning - Hospitals - K-means clustering - Learning algorithms - Medical computing - Natural language processing systems - Patient treatment - Records management
- 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
- Variable Population Memetic Search: A Case Study on the Critical Node Problem被引量：38收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Fu, Zhang-Hua Wang, Zhe Lai, Xiangjing
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Angers;Inst Univ France;Chinese Univ Hong Kong
- 来源：IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 2021
- 关键词：Critical node problem (CNP) local search memetic search population sizing
- An Effective Standardization Method for the Lab Indicators in Regional Medical Health Platform Using N-grams and Stacking被引量：33收藏
- 作者：Zhang, Jiaying Wang, Qi Zhang, Zhixing Zhou, Yangming Ye, Qi Zhang, Huanhuan Qiu, Jiahui He, Ping
- 机构： School of Information Science and Engineering; Shanghai Hospital Development Center
- 来源：Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 2018
- 关键词：Standardization - Hospitals - Iterative methods - Laboratories - Health
- Solving Colored Traveling Salesman Problem via Multi-neighborhood Simulated Annealing Search被引量：30收藏
- 作者：Zhou, Yangming Xu, Wenqiang Fu, Zhang-Hua Zhou, Mengchu
- 机构： East China University of Science and Technology; Macau Institute of Systems Engineering; Shenzhen Institute of Artificial Intelligence and Robotics for Society; Institute of Robotics and Intelligent Manufacturing; New Jersey Institute of Technology
- 来源：ICNSC 2021 - 18th IEEE International Conference on Networking, Sensing and Control: Industry 4.0 and AI 2021
- 关键词：Simulated annealing - Heuristic algorithms - Benchmarking - Local search (optimization)
- 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
- CBOWRA: A representation learning approach for medication anomaly detection被引量：29收藏
- 作者：Zhao, Liang Ma, Zhiyuan Zhou, Yangming Wang, Kai Liu, Shengping Gao, Ju Du, Wen
- 机构： School of Information Science and Engineering; Unisound; Shuguang Hospital Affiliated; DS Information Technology Co.
- 来源：arXiv 2019
- 关键词：Anomaly detection - Clinical research - Diagnosis - E-learning - eHealth - Errors - Hospitals - Machine learning - Medical computing - 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
- 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
- Frequent Pattern-Based Search: A Case Study on the Quadratic Assignment Problem被引量：22收藏
- 作者：Zhou, Yangming Hao, Jin-Kao Duval, Beatrice
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Angers;Inst Univ France
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2022
- 关键词：Data mining Sociology Statistics Search problems Optimization methods Machine learning Combinatorial optimization heuristic design learning-driven optimization pattern-based optimization quadratic assignment
- Fast and accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions被引量：22收藏
- 作者：Qiu, Jiahui Wang, Qi Zhou, Yangming Ruan, Tong Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) 2018
- 关键词：Clinical named entity recognition residual dilated convolutional neural network conditional random field electronic health records
- An Effective Patient Representation Learning for Time-series Prediction Tasks Based on EHRs被引量：21收藏
- 作者：Lei, Liqi Zhou, Yangming Zhai, Jie Zhang, Le Fang, Zhijia He, Ping Gao, Ju
- 机构：East China Univ Sci & Technol;Shanghai Hosp Dev Ctr;Shanghai Shuguang Hosp
- 来源：PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) 2018
- 关键词：Deep learning representation learning recurrent neural network electronic health records
- 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
- On fast enumeration of maximal cliques in large graphs被引量：17收藏
- 作者：Jin, Yan Xiong, Bowen He, Kun Zhou, Yangming Zhou, Yi
- 机构：Huazhong Univ Sci & Technol;East China Univ Sci & Technol;Univ Elect Sci & Technol China
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Maximal clique enumeration Exact algorithm NP-hard Bron-Kerbosch algorithm Social network
- Weight-based multiple empirical kernel learning with neighbor discriminant constraint for heart failure mortality prediction被引量：17收藏
- 作者：Wang, Zhe Wang, Bolu Zhou, Yangming Li, Dongdong Yin, Yichao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Shuguang Hosp
- 来源：JOURNAL OF BIOMEDICAL INFORMATICS 2020
- 关键词：Heart Failure Mortality Prediction Electronic Health Records Feature Selection Multiple Kernel Learning
- An Attention-based Bi-GRU-CapsNet Model for Hypernymy Detection between Compound Entities被引量：13收藏
- 作者：Wang, Qi Xu, Chenming Zhou, Yangming Ruan, Tong Gao, Daqi He, Ping
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Shanghai Hosp Dev Ctr
- 来源：PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM) 2018
- 关键词：Hypernymy detection compound entities capsule network attention mechanism electronic health records
- Intelligent Hospital Guidance System based on Multi-Round Conversation被引量：12收藏
- 作者：Liu, Daowen Ma, Zhiyuan Zhou, Yangming Zhai, Jie Cai, Tingting Xue, Kui He, Ping
- 机构： School of Information Science and Engineering; Shanghai Shenkang Hospital Development Center
- 来源：Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019 2019
- 关键词：eHealth - Remote control - Knowledge graph - Records management
- Late acceptance-based heuristic algorithms for identifying critical nodes of weighted graphs被引量：12收藏
- 作者：Zhou, Yangming Wang, Zhe Jin, Yan Fu, Zhang-Hua
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huazhong Univ Sci & Technol;Shenzhen Inst Artificial Intelligence & Robot Soc;Chinese Univ Hong Kong
- 来源：KNOWLEDGE-BASED SYSTEMS 2021
- 关键词：Combinatorial optimization Metaheuristics Late acceptance strategy Critical node problem Node-weighted graph
