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» Sample classification from protein mass spectrometry, by 'pe...
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BIOINFORMATICS
2004
48views more  BIOINFORMATICS 2004»
15 years 2 days ago
Sample classification from protein mass spectrometry, by 'peak probability contrasts'
Robert Tibshirani, Trevor Hastie, Balasubramanian ...
98
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BMCBI
2006
149views more  BMCBI 2006»
15 years 8 days ago
Identification of biomarkers from mass spectrometry data using a "common" peak approach
Background: Proteomic data obtained from mass spectrometry have attracted great interest for the detection of early-stage cancer. However, as mass spectrometry data are high-dimen...
Tadayoshi Fushiki, Hironori Fujisawa, Shinto Eguch...
BMCBI
2004
153views more  BMCBI 2004»
15 years 2 days ago
Computational protein biomarker prediction: a case study for prostate cancer
Background: Recent technological advances in mass spectrometry pose challenges in computational mathematics and statistics to process the mass spectral data into predictive models...
Michael Wagner, Dayanand N. Naik, Alex Pothen, Sri...
BMCBI
2008
165views more  BMCBI 2008»
15 years 10 days ago
Peak intensity prediction in MALDI-TOF mass spectrometry: A machine learning study to support quantitative proteomics
Background: Mass spectrometry is a key technique in proteomics and can be used to analyze complex samples quickly. One key problem with the mass spectrometric analysis of peptides...
Wiebke Timm, Alexandra Scherbart, Sebastian Bö...
118
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BMCBI
2008
126views more  BMCBI 2008»
15 years 10 days ago
NITPICK: peak identification for mass spectrometry data
Background: The reliable extraction of features from mass spectra is a fundamental step in the automated analysis of proteomic mass spectrometry (MS) experiments. Results: This co...
Bernhard Y. Renard, Marc Kirchner, Hanno Steen, Ju...