A study of deep learning approaches for medication and adverse drug event extraction from clinical text HX Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu ... Journal of the American Medical Informatics Association 27 (1), 13-21, 2020 | 115* | 2020 |
Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text Z Li, Z Yang, C Shen, J Xu, Y Zhang, H Xu BMC medical informatics and decision making 19, 1-8, 2019 | 69 | 2019 |
An effective neural model extracting document level chemical-induced disease relations from biomedical literature W Zheng, H Lin, Z Li, X Liu, Z Li, B Xu, Y Zhang, Z Yang, J Wang Journal of biomedical informatics 83, 1-9, 2018 | 36 | 2018 |
Exploiting adversarial transfer learning for adverse drug reaction detection from texts Z Li, Z Yang, L Luo, Y Xiang, H Lin Journal of biomedical informatics 106, 103431, 2020 | 33 | 2020 |
Time-sensitive clinical concept embeddings learned from large electronic health records Y Xiang, J Xu, Y Si, Z Li, L Rasmy, Y Zhou, F Tiryaki, F Li, Y Zhang, Y Wu, ... BMC medical informatics and decision making 19, 139-148, 2019 | 32 | 2019 |
CIDExtractor: A chemical-induced disease relation extraction system for biomedical literature Z Li, Z Yang, H Lin, J Wang, Y Gui, Y Zhang, L Wang 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016 | 29 | 2016 |
Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text J Xu, Z Li, Q Wei, Y Wu, Y Xiang, HJ Lee, Y Zhang, S Wu, H Xu BMC medical informatics and decision making 19, 1-8, 2019 | 26 | 2019 |
Exploiting sequence labeling framework to extract document-level relations from biomedical texts Z Li, Z Yang, Y Xiang, L Luo, Y Sun, H Lin BMC bioinformatics 21, 1-14, 2020 | 23 | 2020 |
Lexicon knowledge boosted interaction graph network for adverse drug reaction recognition from social media Z Li, Z Yang, L Wang, Y Zhang, H Lin, J Wang IEEE Journal of Biomedical and Health Informatics 25 (7), 2777-2786, 2020 | 12 | 2020 |
GAR: Graph adversarial representation for adverse drug event detection on Twitter C Shen, Z Li, Y Chu, Z Zhao Applied Soft Computing 106, 107324, 2021 | 8 | 2021 |
Star-BiLSTM-LAN for document-level mutation-disease relation extraction from biomedical literature Y Xu, Z Yang, Y Song, Z Li, L Wang, Y Zhang, H Lin, J Wang 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 3 | 2020 |
A Graph-boosted Framework for Adverse Drug Event Detection on Twitter C Shen, H Lin, Z Li, Y Chu, Z Li, Z Yang 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 3 | 2020 |
HMNPPID: A database of protein-protein interactions associated with human malignant neoplasms Q Li, Z Yang, Z Zhao, L Luo, Z Li, L Wang, Y Zhang, H Lin, J Wang, ... 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 1-3, 2018 | 3 | 2018 |
基于生物医学文献的化学物质致病关系抽取 李智恒, 桂颖溢, 杨志豪, 林鸿飞, 王健 计算机研究与发展 55 (1), 198-206, 2018 | 3 | 2018 |
Disease related knowledge summarization based on deep graph search X Wu, Z Yang, ZH Li, H Lin, J Wang BioMed Research International 2015 (1), 428195, 2015 | 3 | 2015 |
HMNPPID—human malignant neoplasm protein–protein interaction database Q Li, Z Yang, Z Zhao, L Luo, Z Li, L Wang, Y Zhang, H Lin, J Wang, ... Human Genomics 13, 1-10, 2019 | 2 | 2019 |
DUTIR at the BioCreative V CDR Task: Disease Named Entity Recognition and Normalization and the Chemical-Disease Relation Extraction from Biomedical Text Z Li, ZY YaYang, Z Zhou, H Lin Proceedings of the Fifth BioCreative Challenge Evaluation Workshop, Sevilla, 2015 | 2 | 2015 |
Deep graph search based disease related knowledge summarization from biomedical literature X Wu, Z Yang, Z Li, Y Sun, H Lin, J Wang 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2014 | 1 | 2014 |
Detect Attributes of Medical Concepts via Sequence Labeling J Xu, Z Li, Q Wei, Y Wu, Y Xiang, HJ Lee, Y Zhang, S Wu, H Xu 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-2, 2019 | | 2019 |
基于语义的疾病相关蛋白质知识抽取 李智恒, 杨志豪, 林鸿飞 山东大学学报 (理学版) 51 (3), 104-110, 2016 | | 2016 |