| MedEx: a medication information extraction system for clinical narratives H Xu, SP Stenner, S Doan, KB Johnson, LR Waitman, JC Denny Journal of the American Medical Informatics Association 17 (1), 19, 2010 | 646 | 2010 |
| BioCaster: detecting public health rumors with a Web-based text mining system N Collier, S Doan, A Kawazoe, RM Goodwin, M Conway, Y Tateno, ... Bioinformatics 24 (24), 2940-2941, 2008 | 319 | 2008 |
| An analysis of Twitter messages in the 2011 Tohoku Earthquake S Doan, BKH Vo, N Collier Electronic Healthcare, 58-66, 2012 | 218 | 2012 |
| Natural language processing in biomedicine: a unified system architecture overview S Doan, M Conway, TM Phuong, L Ohno-Machado Clinical bioinformatics, 275-294, 2014 | 109 | 2014 |
| pSCANNER: Patient-centered scalable national network for effectiveness research L Ohno-Machado, Z Agha, DS Bell, L Dahm, ME Day, JN Doctor, ... Journal of the American Medical Informatics Association 21 (4), 621-626, 2014 | 98 | 2014 |
| Integrating existing natural language processing tools for medication extraction from discharge summaries S Doan, L Bastarache, S Klimkowski, JC Denny, H Xu Journal of the American Medical Informatics Association 17 (5), 528-531, 2010 | 98 | 2010 |
| Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use N Alvaro, M Conway, S Doan, C Lofi, J Overington, N Collier Journal of biomedical informatics 58, 280-287, 2015 | 96 | 2015 |
| Classifying disease outbreak reports using n-grams and semantic features M Conway, S Doan, A Kawazoe, N Collier International Journal of Medical Informatics 78 (12), e47-e58, 2009 | 78 | 2009 |
| Recognizing medication related entities in hospital discharge summaries using support vector machine S Doan, H Xu Proceedings of COLING. International conference on computational linguistics …, 2010 | 66 | 2010 |
| Extracting health-related causality from twitter messages using natural language processing S Doan, EW Yang, SS Tilak, PW Li, DS Zisook, M Torii BMC medical informatics and decision making 19, 71-77, 2019 | 62 | 2019 |
| Syndromic classification of twitter messages N Collier, S Doan Electronic Healthcare: 4th International Conference, eHealth 2011, Málaga …, 2012 | 62 | 2012 |
| Enhancing Twitter data analysis with simple semantic filtering: example in tracking influenza-like illnesses S Doan, L Ohno-Machado, N Collier 2012 iEEE second international conference on healthcare informatics, imaging …, 2012 | 61 | 2012 |
| Recognition of medication information from discharge summaries using ensembles of classifiers S Doan, N Collier, H Xu, PH Duy, TM Phuong BMC medical informatics and decision making 12, 1-10, 2012 | 57 | 2012 |
| Building a natural language processing tool to identify patients with high clinical suspicion for Kawasaki disease from emergency department notes S Doan, CK Maehara, JD Chaparro, S Lu, R Liu, A Graham, E Berry, ... Academic Emergency Medicine 23 (5), 628-636, 2016 | 55 | 2016 |
| Global Health Monitor: a Web-based system for detecting and mapping infectious diseases S Doan, Q Hung-Ngo, A Kawazoe, N Collier Proceedings of the International Joint Conference on Natural Language …, 2008 | 49* | 2008 |
| An ontology-driven system for detecting global health events N Collier, RM Goodwin, JP McCrae, S Doan, A Kawazoe, M Conway, ... Proceedings of the 23rd International Conference on Computational …, 2010 | 43 | 2010 |
| How do you# relax when you’re# stressed? A content analysis and infodemiology study of stress-related tweets S Doan, A Ritchart, N Perry, JD Chaparro, M Conway JMIR Public Health and Surveillance 3 (2), e5939, 2017 | 37 | 2017 |
| Ensembles of NLP tools for data element extraction from clinical notes TT Kuo, P Rao, C Maehara, S Doan, JD Chaparro, ME Day, C Farcas, ... AMIA Annual Symposium Proceedings 2016, 1880, 2017 | 29 | 2017 |
| Towards role-based filtering of disease outbreak reports S Doan, A Kawazoe, M Conway, N Collier Journal of biomedical informatics 42 (5), 773-780, 2009 | 26 | 2009 |
| An efficient feature selection using multi-criteria in text categorization S Doan, S Horiguchi Fourth International Conference on Hybrid Intelligent Systems (HIS'04), 86-91, 2004 | 23 | 2004 |
Nigel CollierProfessor of Natural Language Processing, University of CambridgeEmail verificata su cam.ac.uk