A New Text Representation Method using Fussy Concepts in Text Categorization. - Son Doan; Susumu Horiguchi (FSKD, 2002)

An Efficient Feature Selection Using Multi-Criteria in Text Categorization. - Son Doan; Susumu Horiguchi (HIS, 2004)

A Fuzzy-Based Approach for Text Representation in Text Categorization. - Son Doan (FUZZ-IEEE, 2005)

Multiple Concept Learning - A Novel Approach to Feature Selection in Text Categorization. - Son Doan; Susumu Horiguchi (WSTST, 2005)

Improving Text Categorization by Multicriteria Feature Selection. - Son Doan; Susumu Horiguchi (J. Adv. Comput. Intell. Intell. Informatics, 2005)

A General Fuzzy-Based Framework for Text Representation and Its Application to Text Categorization. - Son Doan; Quang-Thuy Ha; Susumu Horiguchi (FSKD, 2006)

The Role of Roles in Classifying Annotated Biomedical Text. - Son Doan; Ai Kawazoe; Nigel Collier (BioNLP@ACL, 2007)

Global Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases. - Son Doan; Hung Quoc Ngo 002; Ai Kawazoe; Nigel Collier (IJCNLP, 2008)

BioCaster: detecting public health rumors with a Web-based text mining system. - Nigel Collier; Son Doan; Ai Kawazoe; Reiko Matsuda Goodwin; Mike Conway; Yoshio Tateno; Hung Quoc Ngo 002; Dinh Dien; Asanee Kawtrakul; Koichi Takeuchi; Mika Shigematsu; Kiyosu Taniguchi (Bioinform., 2008)

Using Hedges to Enhance a Disease Outbreak Report Text Mining System. - Mike Conway; Son Doan; Nigel Collier (BioNLP@HLT-NAACL, 2009)

Classifying disease outbreak reports using n-grams and semantic features. - Mike Conway; Son Doan; Ai Kawazoe; Nigel Collier (Int. J. Medical Informatics, 2009)

Towards role-based filtering of disease outbreak reports. - Son Doan; Ai Kawazoe; Mike Conway; Nigel Collier (J. Biomed. Informatics, 2009)

An ontology-driven system for detecting global health events. - Nigel Collier; Reiko Matsuda Goodwin; John P. McCrae; Son Doan; Ai Kawazoe; Mike Conway; Asanee Kawtrakul; Koichi Takeuchi; Dinh Dien (COLING, 2010)

Recognizing Medication related Entities in Hospital Discharge Summaries using Support Vector Machine. - Son Doan; Hua Xu 001 (COLING (Posters), 2010)

Integrating existing natural language processing tools for medication extraction from discharge summaries. - Son Doan; Lisa Bastarache; Sergio Klimkowski; Joshua C. Denny; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2010)

Application of information technology: MedEx: a medication information extraction system for clinical narratives. - Hua Xu 001; Shane P. Stenner; Son Doan; Kevin B. Johnson; Lemuel R. Waitman; Joshua C. Denny (J. Am. Medical Informatics Assoc., 2010)

An Empirical Study of Sections in Classifying Disease Outbreak Reports. - Son Doan; Mike Conway; Nigel Collier (Web-Based Applications in Healthcare and Biomedicine, 2010)

Syndromic Classification of Twitter Messages. - Nigel Collier; Son Doan (eHealth, 2011)

An Analysis of Twitter Messages in the 2011 Tohoku Earthquake. - Son Doan; Bao-Khanh Ho Vo; Nigel Collier (eHealth, 2011)

Building a geographical ontology by using Wikipedia. - Hung Quoc Ngo 002; Son Doan; Werner Winiwarter (iiWAS, 2011)

Applying semantic-based probabilistic context-free grammar to medical language processing - A preliminary study on parsing medication sentences. - Hua Xu 001; Samir AbdelRahman; Yanxin Lu; Joshua C. Denny; Son Doan (J. Biomed. Informatics, 2011)

Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses. - Son Doan; Lucila Ohno-Machado; Nigel Collier (HISB, 2012)

Demographics Identification: Variable Extraction Resource (DIVER). - Alexander Hsieh; Son Doan; Michael Conway; Ko-Wei Lin; Hyeoneui Kim (HISB, 2012)

Classifying Vietnamese disease outbreak reports with important sentences and rich features. - Son Doan; Nguyen Thi Ngoc Vinh; Tu Minh Phuong (SoICT, 2012)

GENI-DB: a database of global events for epidemic intelligence. - Nigel Collier; Son Doan (Bioinform., 2012)

Using Wikipedia for Extracting Hierarchy and Building Geo-Ontology. - Hung Quoc Ngo 002; Son Doan; Werner Winiwarter (Int. J. Web Inf. Syst., 2012)

Recognition of medication information from discharge summaries using ensembles of classifiers. - Son Doan; Nigel Collier; Hua Xu 001; Pham Duy; Tu Minh Phuong (BMC Medical Informatics Decis. Mak., 2012)

A Rule-based Natural Language Processing System in Tagging and Categorizing Phenotype Variables in NCBI's database of Genotypes and Phenotypes (dbGaP). - Son Doan; Ko-Wei Lin; Rebecca Walker; Seena Farzaneh; Neda Alipanah; Hyeoneui Kim (AMIA, 2013)

Natural Language Processing in Biomedicine: A Unified System Architecture Overview. - Son Doan; Mike Conway; Tu Minh Phuong; Lucila Ohno-Machado (CoRR, 2014)

PhenDisco: phenotype discovery system for the database of genotypes and phenotypes. - 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; et al. (J. Am. Medical Informatics Assoc., 2014)

Facts and Fabrications about Ebola: A Twitter Based Study. - Janani Kalyanam; Sumithra Velupillai; Son Doan; Mike Conway; Gert R. G. Lanckriet (CoRR, 2015)

Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use. - Nestor Alvaro; Mike Conway; Son Doan; Christoph Lofi; John P. Overington; Nigel Collier (J. Biomed. Informatics, 2015)

Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. - Tsung-Ting Kuo; Pallavi Rao; Cleo K. Maehara; Son Doan; Juan D. Chaparro; Michele E. Day; Claudiu Farcas; Lucila Ohno-Machado; Chun-Nan Hsu (AMIA, 2016)

A Preliminary Study of Clinical Concept Detection Using Syntactic Relations. - Manabu Torii; Elly W. Yang; Son Doan (AMIA, 2018)

Using Natural Language Processing to Extract Health-Related Causality from Twitter Messages. - Son Doan; Elly W. Yang; Sameer Tilak; Manabu Torii (ICHI Workshops, 2018)

How Do You #relax When You're #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets. - Son Doan; Amanda Ritchart; Nicholas Perry; Juan D. Chaparro; Mike Conway (CoRR, 2019)

An Empirical Study of Sections in Classifying Disease Outbreak Reports. - Son Doan; Mike Conway; Nigel Collier (CoRR, 2019)

Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases. - Son Doan; Quoc Hung Ngo; Ai Kawazoe; Nigel Collier (CoRR, 2019)

Extracting health-related causality from twitter messages using natural language processing. - Son Doan; Elly W. Yang; Sameer S. Tilak; Peter W. Li; Daniel S. Zisook; Manabu Torii (BMC Medical Informatics Decis. Mak., 2019)

Task formulation for Extracting Social Determinants of Health from Clinical Narratives. - Manabu Torii; Ian M. Finn; Son Doan; Paul Wang; Elly W. Yang; Daniel S. Zisook (CoRR, 2023)