Machine learning-based multimodal MRI texture analysis for assessing renal function and fibrosis in diabetic nephropathy: a retrospective study

INTRODUCTION: Diabetic nephropathy (DN) has become a major public health burden in China. A more stable method is needed to reflect the different stages of renal function impairment. We aimed to determine the possible practicability of machine learning (ML)-based multimodal MRI texture analysis (mMR...

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Detalles Bibliográficos
Autores principales: Chen, Wenbo, Zhang, Lu, Cai, Guanhui, Zhang, Bin, Lian, Zhouyang, Li, Jing, Wang, Wenjian, Zhang, Yuxian, Mo, Xiaokai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Endocrinology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150993/
https://www.ncbi.nlm.nih.gov/pubmed/37139339
http://dx.doi.org/10.3389/fendo.2023.1050078

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150993/
https://www.ncbi.nlm.nih.gov/pubmed/37139339
http://dx.doi.org/10.3389/fendo.2023.1050078

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