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Machine Learning-Based Radiomics Predicting Tumor Grades and Expression of Multiple Pathologic Biomarkers in Gliomas

BACKGROUND: The grading and pathologic biomarkers of glioma has important guiding significance for the individual treatment. In clinical, it is often necessary to obtain tumor samples through invasive operation for pathological diagnosis. The present study aimed to use conventional machine learning...

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Bibliografske podrobnosti
izdano v:Front Oncol
Main Authors: Gao, Min, Huang, Siying, Pan, Xuequn, Liao, Xuan, Yang, Ru, Liu, Jun
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516282/
https://ncbi.nlm.nih.gov/pubmed/33014836
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2020.01676
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