Machine Learning Based on Diffusion Kurtosis Imaging Histogram Parameters for Glioma Grading

Glioma grading plays an important role in surgical resection. We investigated the ability of different feature reduction methods in support vector machine (SVM)-based diffusion kurtosis imaging (DKI) histogram parameters to distinguish glioma grades. A total of 161 glioma patients who underwent magn...

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Detalhes bibliográficos
Main Authors: Liang Jiang, Leilei Zhou, Zhongping Ai, Chaoyong Xiao, Wen Liu, Wen Geng, Huiyou Chen, Zhenyu Xiong, Xindao Yin, Yu-Chen Chen
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-04-01
Colecção:Journal of Clinical Medicine
Assuntos:
diffusion kurtosis imaging
histogram analysis
machine learning
pathological grade
Acesso em linha:https://www.mdpi.com/2077-0383/11/9/2310
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