MRI-based machine learning model: A potential modality for predicting cognitive dysfunction in patients with type 2 diabetes mellitus

MRI-based machine learning model: A potential modality for predicting cognitive dysfunction in patients with type 2 diabetes mellitus

Background: Type 2 diabetes mellitus (T2DM) is a crucial risk factor for cognitive impairment. Accurate assessment of patients’ cognitive function and early intervention is helpful to improve patient’s quality of life. At present, neuropsychiatric screening tests is often used to perform this task i...

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Bibliographic Details
Main Authors: Zhigao Xu, Lili Zhao, Lei Yin, Yan Liu, Ying Ren, Guoqiang Yang, Jinlong Wu, Feng Gu, Xuesong Sun, Hui Yang, Taisong Peng, Jinfeng Hu, Xiaogeng Wang, Minghao Pang, Qiong Dai, Guojiang Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
MRI
machine learning model
mild cognitive impairment
dementia
type 2 diabetes mellitus
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2022.1082794/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2022.1082794/full

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