Son Doan

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 12

Top Topics

Infectious Disease

Natural Language

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Manabu Torii, Ian M. Finn, Son Doan, Paul Wang, Elly W. Yang, Daniel S. Zisook
Task formulation for Extracting Social Determinants of Health from Clinical Narratives. CoRR (2023)
Son Doan, Elly W. Yang, Sameer S. Tilak, Peter W. Li, Daniel S. Zisook, Manabu Torii
Extracting health-related causality from twitter messages using natural language processing. BMC Medical Informatics Decis. Mak. (3) (2019)
Son Doan, Elly W. Yang, Sameer Tilak, Manabu Torii
Using natural language processing to extract health-related causality from Twitter messages. CoRR (2019)
Son Doan, Nguyen Thi Ngoc Vinh, Tu Minh Phuong
Classifying Vietnamese Disease Outbreak Reports with Important Sentences and Rich Features. CoRR (2019)
Son Doan, Quoc Hung Ngo, Ai Kawazoe, Nigel Collier
Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases. CoRR (2019)
Son Doan, Mike Conway, Nigel Collier
An Empirical Study of Sections in Classifying Disease Outbreak Reports. CoRR (2019)
Son Doan, Amanda Ritchart, Nicholas Perry, Juan D. Chaparro, Mike Conway
How Do You #relax When You're #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets. CoRR (2019)
Son Doan, Elly W. Yang, Sameer Tilak, Manabu Torii
Using Natural Language Processing to Extract Health-Related Causality from Twitter Messages. ICHI Workshops (2018)
Manabu Torii, Elly W. Yang, Son Doan
A Preliminary Study of Clinical Concept Detection Using Syntactic Relations. AMIA (2018)
Tsung-Ting Kuo, Pallavi Rao, Cleo K. Maehara, Son Doan, Juan D. Chaparro, Michele E. Day, Claudiu Farcas, Lucila Ohno-Machado, Chun-Nan Hsu
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. AMIA (2016)
Nestor Alvaro, Mike Conway, Son Doan, Christoph Lofi, John P. Overington, Nigel Collier
Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use. J. Biomed. Informatics 58 (2015)
Janani Kalyanam, Sumithra Velupillai, Son Doan, Mike Conway, Gert R. G. Lanckriet
Facts and Fabrications about Ebola: A Twitter Based Study. CoRR (2015)
Son Doan, Mike Conway, Tu Minh Phuong, Lucila Ohno-Machado
Natural Language Processing in Biomedicine: A Unified System Architecture Overview. CoRR (2014)
Son Doan, Ko-Wei Lin, Mike Conway, Lucila Ohno-Machado, Alexander Hsieh, Stephanie Feudjio Feupe, Asher Garland, Mindy K. Ross, Xiaoqian Jiang, Seena Farzaneh, Rebecca Walker, Neda Alipanah, Jing Zhang, Hua Xu, Hyeoneui Kim
PhenDisco: phenotype discovery system for the database of genotypes and phenotypes. J. Am. Medical Informatics Assoc. 21 (1) (2014)
Son Doan, Ko-Wei Lin, Rebecca Walker, Seena Farzaneh, Neda Alipanah, Hyeoneui Kim
A Rule-based Natural Language Processing System in Tagging and Categorizing Phenotype Variables in NCBI's database of Genotypes and Phenotypes (dbGaP). AMIA (2013)
Son Doan, Nigel Collier, Hua Xu, Pham Duy, Tu Minh Phuong
Recognition of medication information from discharge summaries using ensembles of classifiers. BMC Medical Informatics Decis. Mak. 12 (2012)
Alexander Hsieh, Son Doan, Michael Conway, Ko-Wei Lin, Hyeoneui Kim
Demographics Identification: Variable Extraction Resource (DIVER). HISB (2012)
Hung Quoc Ngo, Son Doan, Werner Winiwarter
Using Wikipedia for Extracting Hierarchy and Building Geo-Ontology. Int. J. Web Inf. Syst. 8 (4) (2012)
Son Doan, Lucila Ohno-Machado, Nigel Collier
Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses. HISB (2012)
Son Doan, Nguyen Thi Ngoc Vinh, Tu Minh Phuong
Classifying Vietnamese disease outbreak reports with important sentences and rich features. SoICT (2012)
Nigel Collier, Son Doan
GENI-DB: a database of global events for epidemic intelligence. Bioinform. 28 (8) (2012)
Son Doan, Lucila Ohno-Machado, Nigel Collier
Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses CoRR (2012)
Son Doan, Bao-Khanh Ho Vo, Nigel Collier
An analysis of Twitter messages in the 2011 Tohoku Earthquake CoRR (2011)
Son Doan, Bao-Khanh Ho Vo, Nigel Collier
An Analysis of Twitter Messages in the 2011 Tohoku Earthquake. eHealth (2011)
Nigel Collier, Son Doan
Syndromic Classification of Twitter Messages. eHealth (2011)
Hua Xu, Samir AbdelRahman, Yanxin Lu, Joshua C. Denny, Son Doan
Applying semantic-based probabilistic context-free grammar to medical language processing - A preliminary study on parsing medication sentences. J. Biomed. Informatics 44 (6) (2011)
Hung Quoc Ngo, Son Doan, Werner Winiwarter
Building a geographical ontology by using Wikipedia. iiWAS (2011)
Nigel Collier, Son Doan
Syndromic classification of Twitter messages CoRR (2011)
Hua Xu, Shane P. Stenner, Son Doan, Kevin B. Johnson, Lemuel R. Waitman, Joshua C. Denny
Application of information technology: MedEx: a medication information extraction system for clinical narratives. J. Am. Medical Informatics Assoc. 17 (1) (2010)
Son Doan, Hua Xu
Recognizing Medication related Entities in Hospital Discharge Summaries using Support Vector Machine. COLING (Posters) (2010)
Son Doan, Lisa Bastarache, Sergio Klimkowski, Joshua C. Denny, Hua Xu
Integrating existing natural language processing tools for medication extraction from discharge summaries. J. Am. Medical Informatics Assoc. 17 (5) (2010)
Nigel Collier, Reiko Matsuda Goodwin, John P. McCrae, Son Doan, Ai Kawazoe, Mike Conway, Asanee Kawtrakul, Koichi Takeuchi, Dinh Dien
An ontology-driven system for detecting global health events. COLING (2010)
Mike Conway, Son Doan, Nigel Collier
Using Hedges to Enhance a Disease Outbreak Report Text Mining System. BioNLP@HLT-NAACL (2009)
Mike Conway, Son Doan, Ai Kawazoe, Nigel Collier
Classifying disease outbreak reports using n-grams and semantic features. Int. J. Medical Informatics 78 (12) (2009)
Son Doan, Ai Kawazoe, Mike Conway, Nigel Collier
Towards role-based filtering of disease outbreak reports. J. Biomed. Informatics 42 (5) (2009)
Son Doan, Hung Quoc Ngo, Ai Kawazoe, Nigel Collier
Global Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases. IJCNLP (2008)
Nigel Collier, Son Doan, Ai Kawazoe, Reiko Matsuda Goodwin, Mike Conway, Yoshio Tateno, Hung Quoc Ngo, Dinh Dien, Asanee Kawtrakul, Koichi Takeuchi, Mika Shigematsu, Kiyosu Taniguchi
BioCaster: detecting public health rumors with a Web-based text mining system. Bioinform. 24 (24) (2008)
Son Doan, Ai Kawazoe, Nigel Collier
The Role of Roles in Classifying Annotated Biomedical Text. BioNLP@ACL (2007)
Son Doan, Quang-Thuy Ha, Susumu Horiguchi
A General Fuzzy-Based Framework for Text Representation and Its Application to Text Categorization. FSKD (2006)
Son Doan, Susumu Horiguchi
Improving Text Categorization by Multicriteria Feature Selection. J. Adv. Comput. Intell. Intell. Informatics 9 (5) (2005)
Son Doan
A Fuzzy-Based Approach for Text Representation in Text Categorization. FUZZ-IEEE (2005)
Son Doan, Susumu Horiguchi
Multiple Concept Learning - A Novel Approach to Feature Selection in Text Categorization. WSTST (2005)
Son Doan, Susumu Horiguchi
An Efficient Feature Selection Using Multi-Criteria in Text Categorization. HIS (2004)
Son Doan, Susumu Horiguchi
A New Text Representation Method using Fussy Concepts in Text Categorization. FSKD (2002)