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CBMS
2008
IEEE
15 years 6 months ago
Bridging the Gap: Enabling CBIR in Medical Applications
Content-based Image Retrieval (CBIR) for medical images has received a significant research interest over the past decade as a promising approach to address the data management ch...
Sameer Antani, L. Rodney Long, George R. Thoma
SIGIR
2009
ACM
15 years 6 months ago
A bayesian learning approach to promoting diversity in ranking for biomedical information retrieval
In this paper, we propose a Bayesian learning approach to promoting diversity for information retrieval in biomedicine and a re-ranking model to improve retrieval performance in t...
Xiangji Huang, Qinmin Hu
CBMS
2006
IEEE
15 years 5 months ago
Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study
Document clustering has been used for better document retrieval, document browsing, and text mining. In this paper, we investigate if biomedical ontology MeSH improves the cluster...
Illhoi Yoo, Xiaohua Hu
CORR
2010
Springer
107views Education» more  CORR 2010»
14 years 12 months ago
Towards Effective Sentence Simplification for Automatic Processing of Biomedical Text
The complexity of sentences characteristic to biomedical articles poses a challenge to natural language parsers, which are typically trained on large-scale corpora of non-technica...
Siddhartha Jonnalagadda, Luis Tari, Jörg Hake...
PKDD
2005
Springer
161views Data Mining» more  PKDD 2005»
15 years 5 months ago
Active Sampling for Knowledge Discovery from Biomedical Data
Abstract. We describe work aimed at cost-constrained knowledge discovery in the biomedical domain. To improve the diagnostic/prognostic models of cancer, new biomarkers are studied...
Sriharsha Veeramachaneni, Francesca Demichelis, Em...