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Comparison of feature selection and classification for MALDI-MS data

INTRODUCTION: In the classification of Mass Spectrometry (MS) proteomics data, peak detection, feature selection, and learning classifiers are critical to classification accuracy. To better understand which methods are more accurate when classifying data, some publicly available peak detection algor...

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Detalles Bibliográficos
Autores principales: Liu, Qingzhong, Sung, Andrew H, Qiao, Mengyu, Chen, Zhongxue, Yang, Jack Y, Yang, Mary Qu, Huang, Xudong, Deng, Youping
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2709264/
https://www.ncbi.nlm.nih.gov/pubmed/19594880
http://dx.doi.org/10.1186/1471-2164-10-S1-S3