Mutation-based clustering and classification analysis reveals distinctive age groups and age-related biomarkers for glioma

BACKGROUND: Malignant brain tumor diseases exhibit differences within molecular features depending on the patient’s age. METHODS: In this work, we use gene mutation data from public resources to explore age specifics about glioma. We use both an explainable clustering as well as classification appro...

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Bibliografiske detaljer
Udgivet i:BMC Med Inform Decis Mak
Main Authors: Jean-Quartier, Claire, Jeanquartier, Fleur, Ridvan, Aydin, Kargl, Matthias, Mirza, Tica, Stangl, Tobias, Markaĉ, Robi, Jurada, Mauro, Holzinger, Andreas
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7913451/
https://ncbi.nlm.nih.gov/pubmed/33639927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-021-01420-1
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