Sheng Yu
Tsinghua University
H-index: 26
Asia-China
Top articles of Sheng Yu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction | arXiv preprint arXiv:2402.11177 | Huaiyuan Ying Sheng Yu | 2024/2/17 |
Efficient symptom inquiring and diagnosis via adaptive alignment of reinforcement learning and classification | Artificial Intelligence in Medicine | Hongyi Yuan Sheng Yu | 2024/2/1 |
A machine learning method for improving liver cancer staging | Journal of Biomedical Informatics | Zhengyun Zhao Yichen Tian Zheng Yuan Peng Zhao Feng Xia | 2023/1/1 |
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models | arXiv preprint arXiv:2312.08274 | Songchi Zhou Sheng Yu | 2023/12/13 |
CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs | arXiv preprint arXiv:2312.08036 | Huaiyuan Ying Zhengyun Zhao Yang Zhao Sihang Zeng Sheng Yu | 2023/12/13 |
Building a trustworthy AI differential diagnosis application for Crohn’s disease and intestinal tuberculosis | BMC Medical Informatics and Decision Making | Keming Lu Yuanren Tong Si Yu Yucong Lin Yingyun Yang | 2023/8/15 |
Multimodal learning on graphs for disease relation extraction | Journal of Biomedical Informatics | Yucong Lin Keming Lu Sheng Yu Tianxi Cai Marinka Zitnik | 2023/7/1 |
EHRDiff: Exploring Realistic EHR Synthesis with Diffusion Models | arXiv preprint arXiv:2303.05656 | Hongyi Yuan Songchi Zhou Sheng Yu | 2023/3/10 |
A large-scale dataset of patient summaries for retrieval-based clinical decision support systems | Scientific Data | Zhengyun Zhao Qiao Jin Fangyuan Chen Tuorui Peng Sheng Yu | 2023/12/18 |
Bios: An algorithmically generated biomedical knowledge graph | arXiv preprint arXiv:2203.09975 | Sheng Yu Zheng Yuan Jun Xia Shengxuan Luo Huaiyuan Ying | 2022/3/18 |
Semi-constraint optimal transport for entity alignment with dangling cases | arXiv preprint arXiv:2203.05744 | Shengxuan Luo Pengyu Cheng Sheng Yu | 2022/3/11 |
Label refinement via contrastive learning for distantly-supervised named entity recognition | Huaiyuan Ying Shengxuan Luo Tiantian Dang Sheng Yu | 2022/7 | |
An accurate unsupervised method for joint entity alignment and dangling entity detection | arXiv preprint arXiv:2203.05147 | Shengxuan Luo Sheng Yu | 2022/3/10 |
Generative biomedical entity linking via knowledge base-guided pre-training and synonyms-aware fine-tuning | Hongyi Yuan Zheng Yuan Sheng Yu | 2022/4/11 | |
CODER: Knowledge-infused cross-lingual medical term embedding for term normalization | Journal of biomedical informatics | Zheng Yuan Zhengyun Zhao Haixia Sun Jiao Li Fei Wang | 2022/2/1 |
BioBART: Pretraining and evaluation of a biomedical generative language model | Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie | 2022/4/8 | |
Biomedical question answering: a survey of approaches and challenges | Qiao Jin Zheng Yuan Guangzhi Xiong Qianlan Yu Huaiyuan Ying | 2022/1/18 | |
Automatic biomedical term clustering by learning fine-grained term representations | Sihang Zeng Zheng Yuan Sheng Yu | 2022/4/1 | |
Can natural language processing help differentiate inflammatory intestinal diseases in China? Models applying random forest and convolutional neural network approaches | BMC medical informatics and decision making | Yuanren Tong Keming Lu Yingyun Yang Ji Li Yucong Lin | 2020/12 |
Automated ICD coding via unsupervised knowledge integration (UNITE) | International journal of medical informatics | Aaron Sonabend Winston Cai Yuri Ahuja Ashwin Ananthakrishnan Zongqi Xia | 2020/7/1 |
