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

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 on plasm...

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Detalles Bibliográficos
Autores principales: Godlewski, Adrian, Czajkowski, Marcin, Mojsak, Patrycja, Pienkowski, Tomasz, Gosk, Wioleta, Lyson, Tomasz, Mariak, Zenon, Reszec, Joanna, Kondraciuk, Marcin, Kaminski, Karol, Kretowski, Marek, Moniuszko, Marcin, Kretowski, Adam, Ciborowski, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329700/
https://www.ncbi.nlm.nih.gov/pubmed/37422554
http://dx.doi.org/10.1038/s41598-023-38243-1

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