| Clinical named entity recognition using deep learning models Y Wu, M Jiang, J Xu, D Zhi, H Xu AMIA annual symposium proceedings 2017, 1812, 2017 | 163 | 2017 |
| A study of neural word embeddings for named entity recognition in clinical text Y Wu, J Xu, M Jiang, Y Zhang, H Xu AMIA annual symposium proceedings 2015, 1326, 2015 | 133 | 2015 |
| Sentiment classification for Chinese news using machine learning methods J Xu, YX Ding, XL Wang Journal of Chinese Information Processing 21 (6), 95-100, 2007 | 133* | 2007 |
| Clinical abbreviation disambiguation using neural word embeddings Y Wu, J Xu, Y Zhang, H Xu Proceedings of BioNLP 15, 171-176, 2015 | 129 | 2015 |
| Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data J Du, J Xu, HY Song, C Tao BMC medical informatics and decision making 17, 63-70, 2017 | 125 | 2017 |
| Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets J Du, J Xu, H Song, X Liu, C Tao Journal of biomedical semantics 8, 1-7, 2017 | 109 | 2017 |
| A study of deep learning approaches for medication and adverse drug event extraction from clinical text Q Wei, Z Ji, Z Li, J Du, J Wang, J Xu, Y Xiang, F Tiryaki, S Wu, Y Zhang, ... Journal of the American Medical Informatics Association 27 (1), 13-21, 2020 | 104 | 2020 |
| A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD) Y Wu, JC Denny, S Trent Rosenbloom, RA Miller, DA Giuse, L Wang, ... Journal of the American Medical Informatics Association 24 (e1), e79-e86, 2017 | 93 | 2017 |
| CD-REST: a system for extracting chemical-induced disease relation in literature J Xu, Y Wu, Y Zhang, J Wang, HJ Lee, H Xu Database 2016, baw036, 2016 | 85 | 2016 |
| Online topic detection and tracking of financial news based on hierarchical clustering XY Dai, QC Chen, XL Wang, J Xu 2010 International Conference on Machine Learning and Cybernetics 6, 3341-3346, 2010 | 85 | 2010 |
| Application of deep belief networks for opcode based malware detection Y Ding, S Chen, J Xu 2016 International Joint Conference on Neural Networks (IJCNN), 3901-3908, 2016 | 79 | 2016 |
| Citation Sentiment Analysis in Clinical Trial Papers J Xu, Y Zhang, Y Wu, J Wang, X Dong, H Xu AMIA Annu Symp Proc 2015, 1334-1341, 2015 | 78 | 2015 |
| UTHealth at SemEval-2016 task 12: an end-to-end system for temporal information extraction from clinical notes HJ Lee, H Xu, J Wang, Y Zhang, S Moon, J Xu, Y Wu Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016 | 74 | 2016 |
| 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 (22), 2019 | 70 | 2019 |
| Public perception analysis of tweets during the 2015 measles outbreak: comparative study using convolutional neural network models J Du, L Tang, Y Xiang, D Zhi, J Xu, HY Song, C Tao Journal of medical Internet research 20 (7), e236, 2018 | 69 | 2018 |
| UTH_CCB System for Adverse Drug Reaction Extraction from Drug Labels at TAC-ADR 2017 J Xu, HJ Lee, Z Ji, J Wang, Q Wei, H Xu Text Analysis Conference TAC 2017, 2017 | 56 | 2017 |
| HITSZ-ICRC: Exploiting classification approach for answer selection in community question answering Y Hou, C Tan, X Wang, Y Zhang, J Xu, Q Chen Proceedings of the 9th International Workshop on Semantic Evaluation …, 2015 | 56 | 2015 |
| Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning Y Zhang, J Xu, H Chen, J Wang, Y Wu, M Prakasam, H Xu Database 2016, baw049, 2016 | 51 | 2016 |
| Discovery of noncancer drug effects on survival in electronic health records of patients with cancer: a new paradigm for drug repurposing Y Wu, JL Warner, L Wang, M Jiang, J Xu, Q Chen, H Nian, Q Dai, X Du, ... JCO clinical cancer informatics 3, 1-9, 2019 | 43 | 2019 |
| A hybrid approach to automatic de-identification of psychiatric notes HJ Lee, Y Wu, Y Zhang, J Xu, H Xu, K Roberts Journal of biomedical informatics 75, S19-S27, 2017 | 42 | 2017 |
Hua XuRobert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, Yale UniversityVerified email at yale.edu
