Son Doan

According to our database, Son Doan authored at least 40 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

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

Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases.

Son Doan, Quoc Hung Ngo, Ai Kawazoe, Nigel Collier

CoRR, 2019

An Empirical Study of Sections in Classifying Disease Outbreak Reports.

Son Doan, Mike Conway, Nigel Collier

CoRR, 2019

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

2018

Using Natural Language Processing to Extract Health-Related Causality from Twitter Messages.

Son Doan, Elly W. Yang, Sameer Tilak, Manabu Torii

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

A Preliminary Study of Clinical Concept Detection Using Syntactic Relations.

Manabu Torii, Elly W. Yang, Son Doan

Proceedings of the AMIA 2018, 2018

2016

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

Proceedings of the AMIA 2016, 2016

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

Facts and Fabrications about Ebola: A Twitter Based Study.

Janani Kalyanam, Sumithra Velupillai, Son Doan, Mike Conway, Gert R. G. Lanckriet

CoRR, 2015

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, Jing Zhang, Hua Xu, Hyeoneui Kim

J. Am. Medical Informatics Assoc., 2014

Natural Language Processing in Biomedicine: A Unified System Architecture Overview.

Son Doan, Mike Conway, Tu Minh Phuong, Lucila Ohno-Machado

CoRR, 2014

2013

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

Proceedings of the AMIA 2013, 2013

2012

Recognition of medication information from discharge summaries using ensembles of classifiers.

Son Doan, Nigel Collier, Hua Xu, Pham Duy, Tu Minh Phuong

BMC Medical Informatics Decis. Mak., 2012

Using Wikipedia for Extracting Hierarchy and Building Geo-Ontology.

Hung Quoc Ngo, Son Doan, Werner Winiwarter

Int. J. Web Inf. Syst., 2012

GENI-DB: a database of global events for epidemic intelligence.

Nigel Collier, Son Doan

Bioinform., 2012

Classifying Vietnamese disease outbreak reports with important sentences and rich features.

Son Doan, Nguyen Thi Ngoc Vinh, Tu Minh Phuong

Proceedings of the Symposium on Information and Communication Technology 2012, 2012

Demographics Identification: Variable Extraction Resource (DIVER).

Alexander Hsieh, Son Doan, Michael Conway, Ko-Wei Lin, Hyeoneui Kim

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses.

Son Doan, Lucila Ohno-Machado, Nigel Collier

Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

2011

Applying semantic-based probabilistic context-free grammar to medical language processing - A preliminary study on parsing medication sentences.

Hua Xu, Samir AbdelRahman, Yanxin Lu, Joshua C. Denny, Son Doan

J. Biomed. Informatics, 2011

Building a geographical ontology by using Wikipedia.

Hung Quoc Ngo, Son Doan, Werner Winiwarter

Proceedings of the iiWAS'2011, 2011

An Analysis of Twitter Messages in the 2011 Tohoku Earthquake.

Son Doan, Bao-Khanh Ho Vo, Nigel Collier

Proceedings of the Electronic Healthcare - 4th International Conference, 2011

Syndromic Classification of Twitter Messages.

Nigel Collier, Son Doan

Proceedings of the Electronic Healthcare - 4th International Conference, 2011

2010

An Empirical Study of Sections in Classifying Disease Outbreak Reports.

Son Doan, Mike Conway, Nigel Collier

Proceedings of the Web-Based Applications in Healthcare and Biomedicine, 2010

Application of information technology: MedEx: a medication information extraction system for clinical narratives.

Hua Xu, Shane P. Stenner, Son Doan, Kevin B. Johnson, Lemuel R. Waitman, Joshua C. Denny

J. Am. Medical Informatics Assoc., 2010

Integrating existing natural language processing tools for medication extraction from discharge summaries.

Son Doan, Lisa Bastarache, Sergio Klimkowski, Joshua C. Denny, Hua Xu

J. Am. Medical Informatics Assoc., 2010

Recognizing Medication related Entities in Hospital Discharge Summaries using Support Vector Machine.

Son Doan, Hua Xu

Proceedings of the COLING 2010, 2010

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

Proceedings of the COLING 2010, 2010

2009

Towards role-based filtering of disease outbreak reports.

Son Doan, Ai Kawazoe, Mike Conway, Nigel Collier

J. Biomed. Informatics, 2009

Classifying disease outbreak reports using n-grams and semantic features.

Mike Conway, Son Doan, Ai Kawazoe, Nigel Collier

Int. J. Medical Informatics, 2009

Using Hedges to Enhance a Disease Outbreak Report Text Mining System.

Mike Conway, Son Doan, Nigel Collier

Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

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, Dinh Dien, Asanee Kawtrakul, Koichi Takeuchi, Mika Shigematsu, Kiyosu Taniguchi

Bioinform., 2008

Global Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases.

Son Doan, Hung Quoc Ngo, Ai Kawazoe, Nigel Collier

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

2007

The Role of Roles in Classifying Annotated Biomedical Text.

Son Doan, Ai Kawazoe, Nigel Collier

Proceedings of the Biological, translational, and clinical language processing, 2007

2006

A General Fuzzy-Based Framework for Text Representation and Its Application to Text Categorization.

Son Doan, Quang-Thuy Ha, Susumu Horiguchi

Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

2005

Improving Text Categorization by Multicriteria Feature Selection.

Son Doan, Susumu Horiguchi

J. Adv. Comput. Intell. Intell. Informatics, 2005

Multiple Concept Learning - A Novel Approach to Feature Selection in Text Categorization.

Son Doan, Susumu Horiguchi

Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

A Fuzzy-Based Approach for Text Representation in Text Categorization.

Son Doan

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

An Efficient Feature Selection Using Multi-Criteria in Text Categorization.

Son Doan, Susumu Horiguchi

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2002

A New Text Representation Method using Fussy Concepts in Text Categorization.

Son Doan, Susumu Horiguchi

Proceedings of the FSDK'02, 2002