A Cross-Validation Study to Select a Classification Procedure for Clinical Diagnosis Based on Proteomic Mass Spectrometry

DOI10.2202/1544-6115.1363zbMath1276.62097OpenAlexW2026662719WikidataQ43501593 ScholiaQ43501593MaRDI QIDQ2864025

Tomasz Burzykowski, Suzy Van Sanden, Ivy Jansen, Dan Lin, Ziv Shkedy, Philippe Haldersmans, Qi Zhu, Dirk Valkenborg, Adetayo Kasim

Publication date: 5 December 2013

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/1942/8049

zbMATH Keywords

feature selection classification for clinical diagnosis proteomic MALDI-TOFMS preprocessing two-stage cross-validation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10)

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