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» Data mining techniques for cancer detection using serum prot...
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ARTMED
2004
129views more  ARTMED 2004»
13 years 10 months ago
Data mining techniques for cancer detection using serum proteomic profiling
Lihua Li, Hong Tang, Zuobao Wu, Jianli Gong, Micha...
BMCBI
2010
146views more  BMCBI 2010»
13 years 11 months ago
Nonnegative principal component analysis for mass spectral serum profiles and biomarker discovery
Background: As a novel cancer diagnostic paradigm, mass spectroscopic serum proteomic pattern diagnostics was reported superior to the conventional serologic cancer biomarkers. Ho...
Henry Han
BMCBI
2008
219views more  BMCBI 2008»
13 years 11 months ago
Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
Guangtao Ge, G. William Wong
ICANN
2009
Springer
14 years 2 months ago
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning
This paper proposes a novel Mass Spectrometry data profiling method for ovarian cancer detection based on negative correlation learning (NCL). A modified Smoothed Nonlinear Energy ...
Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao
BMCBI
2008
119views more  BMCBI 2008»
13 years 11 months ago
Integrated multi-level quality control for proteomic profiling studies using mass spectrometry
Background: Proteomic profiling using mass spectrometry (MS) is one of the most promising methods for the analysis of complex biological samples such as urine, serum and tissue fo...
David A. Cairns, David N. Perkins, Anthea J. Stanl...