A comparison of different machine-learning techniques for the selection of a panel of metabolites allowing early detection of brain tumors

A comparison of different machine-learning techniques for the selection of a panel of metabolites allowing early detection of brain tumors

Abstract Metabolomics combined with machine learning methods (MLMs), is a powerful tool for searching novel diagnostic panels. This study was intended to use targeted plasma metabolomics and advanced MLMs to develop strategies for diagnosing brain tumors. Measurement of 188 metabolites was performed...

Full description

Bibliographic Details
Main Authors: Adrian Godlewski, Marcin Czajkowski, Patrycja Mojsak, Tomasz Pienkowski, Wioleta Gosk, Tomasz Lyson, Zenon Mariak, Joanna Reszec, Marcin Kondraciuk, Karol Kaminski, Marek Kretowski, Marcin Moniuszko, Adam Kretowski, Michal Ciborowski
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38243-1

Internet

https://doi.org/10.1038/s41598-023-38243-1

Similar Items