Application of Machine Learning to Metabolomic Profile Characterization in Glioblastoma Patients Undergoing Concurrent Chemoradiation

We here characterize changes in metabolite patterns in glioblastoma patients undergoing surgery and concurrent chemoradiation using machine learning (ML) algorithms to characterize metabolic changes during different stages of the treatment protocol. We examined 105 plasma specimens (before surgery,...

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Podrobná bibliografie

Hlavní autoři:	Orwa Aboud, Yin Allison Liu, Oliver Fiehn, Christopher Brydges, Ruben Fragoso, Han Sung Lee, Jonathan Riess, Rawad Hodeify, Orin Bloch
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-02-01
Edice:	Metabolites
Témata:	glioblastoma metabolomic profiling machine learning treatment response concurrent chemoradiation
On-line přístup:	https://www.mdpi.com/2218-1989/13/2/299
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