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» Discovering Hidden Knowledge from Biomedical Literature
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VLDB
2004
ACM
257views Database» more  VLDB 2004»
14 years 27 days ago
BioPatentMiner: An Information Retrieval System for BioMedical Patents
Before undertaking new biomedical research, identifying concepts that have already been patented is essential. Traditional keyword based search on patent databases may not be suļ¬...
Sougata Mukherjea, Bhuvan Bamba
SIGIR
2008
ACM
13 years 7 months ago
Improving biomedical document retrieval using domain knowledge
Research articles typically introduce new results or findings and relate them to knowledge entities of immediate relevance. However, a large body of context knowledge related to t...
Shuguang Wang, Milos Hauskrecht
BMCBI
2006
130views more  BMCBI 2006»
13 years 7 months ago
Identifying biological concepts from a protein-related corpus with a probabilistic topic model
Background: Biomedical literature, e.g., MEDLINE, contains a wealth of knowledge regarding functions of proteins. Major recurring biological concepts within such text corpora repr...
Bin Zheng, David C. McLean Jr, Xinghua Lu
ISMDA
2005
Springer
14 years 1 months ago
Foreseeing Promising Bio-medical Findings for Effective Applications of Data Mining
Abstract. The increasing availability of automated data collection tools, database technologies and Information and Communication Technologies in biomedicine and health care have l...
Stefano Bonacina, Marco Masseroli, Francesco Pinci...
SAC
2004
ACM
14 years 29 days ago
Classifying biological articles using web resources
Text classiļ¬cation systems on biomedical literature aim to select relevant articles to a speciļ¬c issue from large corpora. Most systems with an acceptable accuracy are based o...
Francisco M. Couto, Bruno Martins, Mário J....