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» Tissue classification with gene expression profiles
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301
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NAR
2011
357views Computer Vision» more  NAR 2011»
14 years 10 months ago
miRGator v2.0 : an integrated system for functional investigation of microRNAs
miRGator is an integrated database of microRNA (miRNA)-associated gene expression, target prediction, disease association and genomic annotation, which aims to facilitate function...
Sooyoung Cho, Yukyung Jun, Sanghyun Lee, Hyung-Seo...
166
Voted
BMCBI
2005
103views more  BMCBI 2005»
15 years 3 months ago
Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments
Background: Cluster analyses are used to analyze microarray time-course data for gene discovery and pattern recognition. However, in general, these methods do not take advantage o...
Hua Liu, Sergey Tarima, Aaron S. Borders, Thomas V...
127
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BIBE
2007
IEEE
162views Bioinformatics» more  BIBE 2007»
15 years 10 months ago
An Investigation into the Feasibility of Detecting Microscopic Disease Using Machine Learning
— The prognosis for many cancers could be improved dramatically if they could be detected while still at the microscopic disease stage. We are investigating the possibility of de...
Mary Qu Yang, Jack Y. Yang
152
Voted
BIBM
2008
IEEE
125views Bioinformatics» more  BIBM 2008»
15 years 3 months ago
Systems Biology via Redescription and Ontologies (III): Protein Classification Using Malaria Parasite's Temporal Transcriptomic
This paper addresses the protein classification problem, and explores how its accuracy can be improved by using information from time-course gene expression data. The methods are ...
Antonina Mitrofanova, Samantha Kleinberg, Jane Car...
133
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BMCBI
2010
118views more  BMCBI 2010»
15 years 3 months ago
svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identifica
Background: Comparative analysis of gene expression profiling of multiple biological categories, such as different species of organisms or different kinds of tissue, promises to e...
Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao ...