Supervised topological data analysis for MALDI mass spectrometry imaging applications

Supervised topological data analysis for MALDI mass spectrometry imaging applications

Abstract Background Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) displays significant potential for applications in cancer research, especially in tumor typing and subtyping. Lung cancer is the primary cause of tumor-related deaths, where the most lethal entities...

Full description

Bibliographic Details
Main Authors: Gideon Klaila, Vladimir Vutov, Anastasios Stefanou
Format: Article
Language:English
Published: BMC 2023-07-01
Series:BMC Bioinformatics
Subjects:
Topological persistence
Persistence transformation
Peaks detection
Data denoising
Data compression
Logistic regression
Online Access:https://doi.org/10.1186/s12859-023-05402-0

Internet

https://doi.org/10.1186/s12859-023-05402-0

Similar Items