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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Detalles Bibliográficos
Autores principales: Jiang, Liang, Zhou, Leilei, Ai, Zhongping, Xiao, Chaoyong, Liu, Wen, Geng, Wen, Chen, Huiyou, Xiong, Zhenyu, Yin, Xindao, Chen, Yu-Chen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105194/
https://www.ncbi.nlm.nih.gov/pubmed/35566437
http://dx.doi.org/10.3390/jcm11092310

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105194/
https://www.ncbi.nlm.nih.gov/pubmed/35566437
http://dx.doi.org/10.3390/jcm11092310

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