Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction L Rasmy, Y Xiang, Z Xie, C Tao, D Zhi NPJ digital medicine 4 (1), 86, 2021 | 511 | 2021 |
Form-based ontology creation and information harvesting DW Embley, C Tao, SW Liddle US Patent 8,103,962, 2012 | 304 | 2012 |
Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: the SHARPn project S Rea, J Pathak, G Savova, TA Oniki, L Westberg, CE Beebe, C Tao, ... Journal of biomedical informatics 45 (4), 763-771, 2012 | 258 | 2012 |
Extracting psychiatric stressors for suicide from social media using deep learning J Du, Y Zhang, J Luo, Y Jia, Q Wei, C Tao, H Xu BMC medical informatics and decision making 18, 77-87, 2018 | 169 | 2018 |
Gene2vec: distributed representation of genes based on co-expression J Du, P Jia, Y Dai, C Tao, Z Zhao, D Zhi BMC genomics 20, 7-15, 2019 | 161 | 2019 |
ML-Net: multi-label classification of biomedical texts with deep neural networks J Du, Q Chen, Y Peng, Y Xiang, C Tao, Z Lu Journal of the American Medical Informatics Association 26 (11), 1279-1285, 2019 | 156 | 2019 |
Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium J Pathak, KR Bailey, CE Beebe, S Bethard, DS Carrell, PJ Chen, ... Journal of the American Medical Informatics Association 20 (e2), e341-e348, 2013 | 145 | 2013 |
A piezoelectric-driven rotary actuator by means of inchworm motion J Li, H Zhao, H Qu, T Cui, L Fu, H Huang, L Ren, Z Fan Sensors and Actuators A: Physical 194, 269-276, 2013 | 144 | 2013 |
OAE: the ontology of adverse events Y He, S Sarntivijai, Y Lin, Z Xiang, A Guo, S Zhang, D Jagannathan, ... Journal of biomedical semantics 5, 1-13, 2014 | 135 | 2014 |
Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge X Zhang, S Wang, J Liu, C Tao BMC medical informatics and decision making 18, 69-76, 2018 | 131 | 2018 |
Automating the extraction of data from HTML tables with unknown structure DW Embley, C Tao, SW Liddle Data & Knowledge Engineering 54 (1), 3-28, 2005 | 126 | 2005 |
Automatically extracting ontologically specified data from HTML tables of unknown structure DW Embley, C Tao, SW Liddle International Conference on Conceptual Modeling, 322-337, 2002 | 124 | 2002 |
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 | 121 | 2017 |
Assessing the practice of biomedical ontology evaluation: Gaps and opportunities M Amith, Z He, J Bian, JA Lossio-Ventura, C Tao Journal of biomedical informatics 80, 1-13, 2018 | 117 | 2018 |
Network-based analysis of vaccine-related associations reveals consistent knowledge with the vaccine ontology Y Zhang, C Tao, Y He, P Kanjamala, H Liu Journal of biomedical semantics 4, 1-8, 2013 | 115 | 2013 |
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 | 105 | 2017 |
CNTRO: a semantic web ontology for temporal relation inferencing in clinical narratives C Tao, WQ Wei, HR Solbrig, G Savova, CG Chute AMIA annual symposium proceedings 2010, 787, 2010 | 102 | 2010 |
Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis ST Wu, H Liu, D Li, C Tao, MA Musen, CG Chute, NH Shah Journal of the American Medical Informatics Association 19 (e1), e149-e156, 2012 | 101 | 2012 |
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 | 96 | 2020 |
Oncogenes and tumor suppressor genes: comparative genomics and network perspectives K Zhu, Q Liu, Y Zhou, C Tao, Z Zhao, J Sun, H Xu BMC genomics 16, 1-11, 2015 | 92 | 2015 |