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» Extraction of informative genes from microarray data
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130
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ICDM
2009
IEEE
198views Data Mining» more  ICDM 2009»
15 years 10 months ago
Information Extraction for Clinical Data Mining: A Mammography Case Study
Abstract—Breast cancer is the leading cause of cancer mortality in women between the ages of 15 and 54. During mammography screening, radiologists use a strict lexicon (BI-RADS) ...
Houssam Nassif, Ryan Woods, Elizabeth S. Burnside,...
154
Voted
CEC
2007
IEEE
15 years 8 months ago
Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms
In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with Support Vector Machines SVM) for the classification of high...
Enrique Alba, José García-Nieto, Lae...
132
Voted
NAR
2011
208views Computer Vision» more  NAR 2011»
14 years 6 months ago
CaSNP: a database for interrogating copy number alterations of cancer genome from SNP array data
Cancer is known to have abundant copy number alterations (CNAs) that greatly contribute to its pathogenesis and progression. Investigation of CNA regions could potentially help id...
Qingyi Cao, Meng Zhou, Xujun Wang, Clifford A. Mey...
152
Voted
NAR
2008
142views more  NAR 2008»
15 years 3 months ago
CMGSDB: integrating heterogeneous Caenorhabditis elegans data sources using compositional data mining
CMGSDB (Database for Computational Modeling of Gene Silencing) is an integration of heterogeneous data sources about Caenorhabditis elegans with capabilities for compositional dat...
Amrita Pati, Ying Jin, Karsten Klage, Richard F. H...
BMCBI
2006
96views more  BMCBI 2006»
15 years 4 months ago
Bayesian detection of periodic mRNA time profiles without use of training examples
Background: Detection of periodically expressed genes from microarray data without use of known periodic and non-periodic training examples is an important problem, e.g. for ident...
Claes R. Andersson, Anders Isaksson, Mats G. Gusta...