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» On consensus biomarker selection
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BMCBI
2007
217views more  BMCBI 2007»
9 years 3 months ago
On consensus biomarker selection
Background: Recent development of mass spectrometry technology enabled the analysis of complex peptide mixtures. A lot of effort is currently devoted to the identification of biom...
Janusz Dutkowski, Anna Gambin
GECCO
2005
Springer
218views Optimization» more  GECCO 2005»
9 years 9 months ago
Particle swarm optimization for analysis of mass spectral serum profiles
Serum profiling using mass spectrometry is an emerging technology with a great potential to provide biomarkers for complex diseases such as cancer. However, protein profiles obtai...
Habtom W. Ressom, Rency S. Varghese, Daniel Saha, ...
EVOW
2006
Springer
9 years 7 months ago
Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data
Abstract. Computational analysis of mass spectrometric (MS) proteomic data from sera is of potential relevance for diagnosis, prognosis, choice of therapy, and study of disease act...
Elena Marchiori, Connie R. Jimenez, Mikkel West-Ni...
BIOINFORMATICS
2010
84views more  BIOINFORMATICS 2010»
9 years 4 months ago
Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
Thomas Abeel, Thibault Helleputte, Yves Van de Pee...
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