Development of a Machine Learning Classifier for Brain Tumors Diagnosis Based on DNA Methylation Profile

Development of a Machine Learning Classifier for Brain Tumors Diagnosis Based on DNA Methylation Profile

Background: More than 150 types of brain tumors have been documented. Accurate diagnosis is important for making appropriate therapeutic decisions in treating the diseases. The goal of this study is to develop a DNA methylation profile-based classifier to accurately identify various kinds of brain t...

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Bibliographic Details
Main Authors: Yuxing Chen, Yixin Yan, Moping Xu, Wen Chen, Jinyu Lin, Yan Zhao, Junze Wu, Xianlong Wang
Format: article
Language:EN
Published: Frontiers Media S.A. 2021
Subjects:
machine learning
multilayer perceptron model
CNS tumors
DNA methylation
classification
Computer applications to medicine. Medical informatics
R858-859.7
Online Access:https://doaj.org/article/0d848c47df394e3783d6250f30cce2ca
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https://doaj.org/article/0d848c47df394e3783d6250f30cce2ca

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