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» Microarray results: how accurate are they
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BMCBI
2005
190views more  BMCBI 2005»
13 years 9 months ago
An Entropy-based gene selection method for cancer classification using microarray data
Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...
Xiaoxing Liu, Arun Krishnan, Adrian Mondry
GCB
2006
Springer
158views Biometrics» more  GCB 2006»
14 years 1 months ago
Microarray Layout as Quadratic Assignment Problem
Abstract: The production of commercial DNA microarrays is based on a light-directed chemical synthesis driven by a set of masks or micromirror arrays. Because of the natural proper...
Sérgio A. de Carvalho, Sven Rahmann
TSMC
2008
126views more  TSMC 2008»
13 years 9 months ago
Information Visualization for DNA Microarray Data Analysis: A Critical Review
Graphical representation may provide effective means of making sense of the complexity and sheer volume of data produced by DNA microarray experiments that monitor the expression p...
Leishi Zhang, J. Kuljis, Xiaohui Liu
ARITH
2003
IEEE
14 years 3 months ago
"Partially Rounded" Small-Order Approximations for Accurate, Hardware-Oriented, Table-Based Methods
We aim at evaluating elementary and special functions using small tables and small, rectangular, multipliers. To do that, we show how accurate polynomial approximations whose orde...
Jean-Michel Muller
BMCBI
2010
181views more  BMCBI 2010»
13 years 10 months ago
Intensity dependent estimation of noise in microarrays improves detection of differentially expressed genes
Background: In many microarray experiments, analysis is severely hindered by a major difficulty: the small number of samples for which expression data has been measured. When one ...
Amit Zeisel, Amnon Amir, Wolfgang J. Köstler,...