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» Dependent Gaussian Processes
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79
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BMCBI
2007
121views more  BMCBI 2007»
14 years 9 months ago
Development of an epitope conservancy analysis tool to facilitate the design of epitope-based diagnostics and vaccines
Background: In an epitope-based vaccine setting, the use of conserved epitopes would be expected to provide broader protection across multiple strains, or even species, than epito...
Huynh-Hoa Bui, John Sidney, Wei Li, Nicholas Fusse...
79
Voted
BMCBI
2010
182views more  BMCBI 2010»
14 years 9 months ago
Beyond co-localization: inferring spatial interactions between sub-cellular structures from microscopy images
Background: Sub-cellular structures interact in numerous direct and indirect ways in order to fulfill cellular functions. While direct molecular interactions crucially depend on s...
Jo A. Helmuth, Grégory Paul, Ivo F. Sbalzar...
BMCBI
2008
78views more  BMCBI 2008»
14 years 9 months ago
A new protein linear motif benchmark for multiple sequence alignment software
Background: Linear motifs (LMs) are abundant short regulatory sites used for modulating the functions of many eukaryotic proteins. They play important roles in post-translational ...
Emmanuel Perrodou, Claudia Chica, Olivier Poch, To...
BMCBI
2008
116views more  BMCBI 2008»
14 years 9 months ago
A novel representation of RNA secondary structure based on element-contact graphs
Background: Depending on their specific structures, noncoding RNAs (ncRNAs) play important roles in many biological processes. Interest in developing new topological indices based...
Wenjie Shu, Xiaochen Bo, Zhiqiang Zheng, Shengqi W...
BMCBI
2010
109views more  BMCBI 2010»
14 years 9 months ago
Application of machine learning methods to histone methylation ChIP-Seq data reveals H4R3me2 globally represses gene expression
Background: In the last decade, biochemical studies have revealed that epigenetic modifications including histone modifications, histone variants and DNA methylation form a comple...
Xiaojiang Xu, Stephen Hoang, Marty W. Mayo, Stefan...