Supporting protocol for use-case 1: Dimensionality reduction in "M2aia - Interactive, fast and memory efficient analysis of 2D and 3D multi-modal mass spectrometry imaging data" v1 (protocols.io.brw4m7gw)

protocols.io ◽  
2021 ◽  
Author(s):  
Jonas Cordes
Keyword(s):  
Mass Spectrometry ◽  
Dimensionality Reduction ◽  
Mass Spectrometry Imaging ◽  
Use Case ◽  
Imaging Data ◽  
Modal Mass ◽  
2D And 3D ◽  
Memory Efficient

scholarly journals Memory Efficient Principal Component Analysis for the Dimensionality Reduction of Large Mass Spectrometry Imaging Data Sets

2013 ◽  
Vol 85 (6) ◽  
pp. 3071-3078 ◽  
Author(s):  
Alan M. Race ◽  
Rory T. Steven ◽  
Andrew D. Palmer ◽  
Iain B. Styles ◽  
Josephine Bunch
Keyword(s):  
Mass Spectrometry ◽  
Principal Component Analysis ◽  
Dimensionality Reduction ◽  
Mass Spectrometry Imaging ◽  
Principal Component ◽  
Component Analysis ◽  
Large Mass ◽  
Data Sets ◽  
Imaging Data ◽  
Memory Efficient
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