| CLAMPa toolkit for efficiently building customized clinical natural language processing pipelines E Soysal, J Wang, M Jiang, Y Wu, S Pakhomov, H Liu, H Xu Journal of the American Medical Informatics Association 25 (3), 331-336, 2018 | 399 | 2018 |
| A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries M Jiang, Y Chen, M Liu, ST Rosenbloom, S Mani, JC Denny, H Xu Journal of the American Medical Informatics Association 18 (5), 601-606, 2011 | 328 | 2011 |
| Validating drug repurposing signals using electronic health records: a case study of metformin associated with reduced cancer mortality H Xu, MC Aldrich, Q Chen, H Liu, NB Peterson, Q Dai, M Levy, A Shah, ... Journal of the American Medical Informatics Association 22 (1), 179-191, 2015 | 256 | 2015 |
| A comprehensive study of named entity recognition in Chinese clinical text J Lei, B Tang, X Lu, K Gao, M Jiang, H Xu Journal of the American Medical Informatics Association 21 (5), 808-814, 2014 | 218 | 2014 |
| Named entity recognition in Chinese clinical text using deep neural network Y Wu, M Jiang, J Lei, H Xu MEDINFO 2015: eHealth-enabled Health, 624-628, 2015 | 216 | 2015 |
| 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 | 162 | 2017 |
| A hybrid system for temporal information extraction from clinical text B Tang, Y Wu, M Jiang, Y Chen, JC Denny, H Xu Journal of the American Medical Informatics Association 20 (5), 828-835, 2013 | 150 | 2013 |
| Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features B Tang, H Cao, Y Wu, M Jiang, H Xu BMC Medical Informatics and Decision Making 13 (Suppl 1), S1, 2013 | 145 | 2013 |
| 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 | 132 | 2015 |
| The use of a DNA biobank linked to electronic medical records to characterize pharmacogenomic predictors of tacrolimus dose requirement in kidney transplant recipients KA Birdwell, B Grady, L Choi, H Xu, A Bian, JC Denny, M Jiang, G Vranic, ... Pharmacogenetics and genomics 22 (1), 32, 2012 | 132 | 2012 |
| Predicting warfarin dosage in EuropeanAmericans and AfricanAmericans using DNA samples linked to an electronic health record AH Ramirez, Y Shi, JS Schildcrout, JT Delaney, H Xu, MT Oetjens, ... Pharmacogenomics 13 (4), 407-418, 2012 | 112 | 2012 |
| Facilitating pharmacogenetic studies using electronic health records and natural-language processing: a case study of warfarin H Xu, M Jiang, M Oetjens, EA Bowton, AH Ramirez, JM Jeff, MA Basford, ... Journal of the American Medical Informatics Association 18 (4), 387-391, 2011 | 92 | 2011 |
| DataMedan open source discovery index for finding biomedical datasets X Chen, AE Gururaj, B Ozyurt, R Liu, E Soysal, T Cohen, F Tiryaki, Y Li, ... Journal of the American Medical Informatics Association 25 (3), 300-308, 2018 | 76 | 2018 |
| Clinical entity recognition using structural support vector machines with rich features B Tang, H Cao, Y Wu, M Jiang, H Xu Proceedings of the ACM sixth international workshop on Data and text mining
, 2012 | 66 | 2012 |
| A study of transportability of an existing smoking status detection module across institutions M Liu, A Shah, M Jiang, NB Peterson, Q Dai, MC Aldrich, Q Chen, ... AMIA Annual Symposium Proceedings 2012, 577, 2012 | 62 | 2012 |
| UTH_CCB: a report for semeval 2014task 7 analysis of clinical text Y Zhang, J Wang, B Tang, Y Wu, M Jiang, Y Chen, H Xu Proceedings of the 8th International Workshop on Semantic Evaluation
, 2014 | 60 | 2014 |
| Recognizing and Encoding Discorder Concepts in Clinical Text using Machine Learning and Vector Space Model. B Tang, Y Wu, M Jiang, JC Denny, H Xu CLEF (Working Notes) 665, 2013 | 55 | 2013 |
| 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 |
| Extracting and standardizing medication information in clinical textthe MedEx-UIMA system M Jiang, Y Wu, A Shah, P Priyanka, JC Denny, H Xu AMIA Summits on Translational Science Proceedings 2014, 37, 2014 | 40 | 2014 |
| A comparison of conditional random fields and structured support vector machines for chemical entity recognition in biomedical literature B Tang, Y Feng, X Wang, Y Wu, Y Zhang, M Jiang, J Wang, H Xu Journal of cheminformatics 7, 1-6, 2015 | 38 | 2015 |
Hua XuRobert T. McCluskey Professor, Section of Biomedical Informatics and Data Science, Yale UniversityPatvirtintas el. paštas yale.edu
