Preprocessing of Tandem Mass Spectrometric Data Based on Decision Tree Classification

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摘要 Inthisstudy,wepresentapreprocessingmethodforquadrupoletime-of-flight(Q-TOF)tandemmassspectratoincreasetheaccuracyofdatabasesearchingforpeptide(protein)identification.Basedonthenaturalisotopicinformationinherentintandemmassspectra,weconstructadecisiontreeafterfeatureselectiontoclassifythenoiseandionpeaksintandemspectra.Furthermore,werecognizeoverlappingpeakstofindthemonoisotopicmassesofionsforthefollowingidentificationprocess.Theexperimentalresultsshowthatthispreprocessingmethodincreasesthesearchspeedandthereliabilityofpeptideidentification.
机构地区 不详
出版日期 2005年04月14日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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