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» Prediction and uncertainty in the analysis of gene expressio...
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BMCBI
2010
135views more  BMCBI 2010»
14 years 10 months ago
Lists2Networks: Integrated analysis of gene/protein lists
Background: Systems biologists are faced with the difficultly of analyzing results from large-scale studies that profile the activity of many genes, RNAs and proteins, applied in ...
Alexander Lachmann, Avi Ma'ayan
JIB
2006
78views more  JIB 2006»
14 years 10 months ago
Identification of embryo specific human isoforms using a database of predicted alternative splice forms
Alternative splicing is one of the most important mechanisms to generate a large number of mRNA and protein isoforms from a small number of genes. Its study became one of the hot ...
Heike Pospisil
BMCBI
2004
111views more  BMCBI 2004»
14 years 10 months ago
Multiclass discovery in array data
Background: A routine goal in the analysis of microarray data is to identify genes with expression levels that correlate with known classes of experiments. In a growing number of ...
Yingchun Liu, Markus Ringnér
76
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BMCBI
2007
96views more  BMCBI 2007»
14 years 10 months ago
Structure and function predictions of the Msa protein in Staphylococcus aureus
Background: Staphylococcus aureus is a human pathogen that causes a wide variety of lifethreatening infections using a large number of virulence factors. One of the major global r...
Vijayaraj Nagarajan, Mohamed O. Elasri
CSB
2005
IEEE
189views Bioinformatics» more  CSB 2005»
15 years 3 months ago
Learning Yeast Gene Functions from Heterogeneous Sources of Data Using Hybrid Weighted Bayesian Networks
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
Xutao Deng, Huimin Geng, Hesham H. Ali