Discovering Glioma Tissue through Its Biomarkers’ Detection in Blood by Raman Spectroscopy and Machine Learning

Discovering Glioma Tissue through Its Biomarkers’ Detection in Blood by Raman Spectroscopy and Machine Learning

The most commonly occurring malignant brain tumors are gliomas, and among them is glioblastoma multiforme. The main idea of the paper is to estimate dependency between glioma tissue and blood serum biomarkers using Raman spectroscopy. We used the most common model of human glioma when continuous cel...

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Bibliographic Details
Main Authors: Denis Vrazhnov, Anna Mankova, Evgeny Stupak, Yury Kistenev, Alexander Shkurinov, Olga Cherkasova
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Pharmaceutics
Subjects:
optical methods of tissue study
glioma tissue
Raman spectroscopy
machine learning
U87 glioblastoma
Online Access:https://www.mdpi.com/1999-4923/15/1/203

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