Information Retrieval and Knowledge Discovery in Biomedical Text
Papers from the 2012 AAAI Fall Symposium
Lana Yeganova, Rezarta Islamaj Dogan, Vahan Grigoryan, Mark Dredze, Program Cochairs
Technical Report FS-12-05. Published by The AAAI Press, Menlo Park, California
This technical report is also available in book format.
Contents
Organizers
Lana Yeganova
Discovering Health Beliefs in Twitter
Sanmitra Bhattacharya, Hung Tran, Padmini Srinivasan
An Inference Method for Disease Name Normalization
Rezarta Islamaj Dogan, Zhiyong Lu
Automatic Formalization of Clinical Practice Guidelines
Matthew Gerber, Donald Brown, James Harrison
Generating Interpretable Hypotheses Based on Syllogistic Patterns
Takuya Hagimura, Kazuhiro Seki, Kuniaki Uehara
Integration of UMLS and MEDLINE in Unsupervised Word Sense Disambiguation
Antonio Jimeno Yepes, Alan R. Aronson
Subgraph Matching-Based Literature Mining for Biomedical Relations and Events
Haibin Liu, Vlado Keselj, Christian Blouin, Karin Verspoor
Experimenting with Drugs (and Topic Models): Multi-Dimensional Exploration of Recreational Drug Discussions
Michael J. Paul, Mark Dredze
Notes about the OntoGene Pipeline
Fabio Rinaldi, Simon Clematide, Gerold Schneider, Gintare Grigonyte
OCR-Based Image Features for Biomedical Image and Article Classification: Identifying Documents Relevant to Genomic Cis-Regulatory Elements
Hagit Shatkay, Ramya Narayanaswamy, Santosh S. Nagaral, Na Harrington, Rohith MV, Gowri Somanath, Ryan Tarpine, Kyle Schutter, Tim Johnstone, Dorothea Blostein, Sorin Istrail, Chandra Kambhamettu
PROBE: Periodic Random Orbiter Algorithm for Machine Learning
Larry Smith, Won Kim, W. John Wilbur
Collaborative Biomedical Information Retrieval
Paul Thompson, Suzanne Thompson
Global and Local Approach of Part-of-Speech Tagging for Large Corpora
Shi Yu, Robert Grossman, Andrey Rzhetsky
Towards Effective Representation of Clinical Documents for Search and Retrieval
Anthony R. Davis, Michael Nossal, N. Stephen Ober
Term Evolution: Use of Biomedical Terminologies
Gintare Grigonyte, Fabio Rinaldi, Martin Volk
Investigating Twitter as a Source for Studying Behavioral Responses to Epidemics
Alex Lamb, Michael J. Paul, Mark Dredze
Malpractice and Malcontent: Analyzing Medical Complaints in Twitter
Atul Nakhasi, Ralph Passarella, Sarah G. Bell, Michael J. Paul, Mark Dredze, Peter Pronovost
Towards Semantic Literature Based Discovery
Judita Preiss, Mark Stevenson, M. Heidi McClure
Efficient Classification of Clinical Reports Utilizing Natural Language Processing
Efsun Sarioglu, Kabir Yadav, Hyeong-Ah Choi
Semantic Role Labeling for Biological Transport
He Tan, Srikanth Chowdari
BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Eric Gaussier, Patrick Gallinari, Thierry Artieres, Michael R. Alvers, Matthias Zschunke, Axel-Cyrille Ngonga Ngomo
Multi-Tweet Summarization for Flu Outbreak Detection
Brent Wenerstrom, Mehmed Kantardzic, Elaheh Arabmakki, Musa Hindi
Automatic Identification of Key Concepts in Large PubMed Retrievals
Lana Yeganova, Vahan Grigoryan, Won Kim, W. John Wilbur
AAAI Digital Library
AAAI relies on your generous support through membership and donations. If you find these resources useful, we would be grateful for your support.