Comparison of Algorithms for Profile-Based Alignment of Low Resolution MALDI-ToF Spectra
Marczyk M, Polanska J, Polanski A. Comparison of Algorithms for Profile-Based Alignment of Low Resolution MALDI-ToF Spectra. Advances In Intelligent Systems And Computing 2014, 242: 193-201. DOI: 10.1007/978-3-319-02309-0_20.Peer-Reviewed Original ResearchComparison of algorithmsPerformance of algorithmsPre-processing toolDifferent machineDifferent simulation scenariosVirtual instrumentAlignment algorithmAlgorithmSimulation scenariosTransform algorithmFast Fourier transform algorithmMajor techniquesFourier transform algorithmLow-resolution dataAlignment artifactsPeak alignmentSpectral alignmentStatistical measuresProblem of shiftsMachineResolution dataAlignmentIndispensable elementRobustnessScenarios