DOI

10.1007/978-3-031-01960-9_5

Source Code

Data

Projects

HPC-MS

Fast Spectral Pre-processing for Big MS Data

Saeed, Fahad; Haseeb, Muhammad; , Springer High-Performance Algorithms for Mass Spectrometry-Based Omics :57-75 (2022).

Abstract

In this chapter, we discuss and introduce a data pre-processing algorithm for dimensionality reduction of big MS data. We will start by discussing a few spectral pre-processing methods followed by the introduction MS-REDUCE which is a highly efficient method for processing MS data.