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Improved Perfusion Pattern Score Association with Type 2 Diabetes Severity Using Machine Learning Pipeline: a Pilot Study

BACKGROUND: Type 2 diabetes mellitus (T2DM) is associated with alterations in the blood brain barrier, neuronal damage, and arterial stiffness, thus affecting cerebral metabolism and perfusion. There is a need to implement machine learning methodologies to identify a T2DM-related perfusion pattern a...

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Bibliografiske detaljer
Udgivet i:J Magn Reson Imaging
Main Authors: Chen, Yuheng, Duan, Wenna, Sehrawat, Parshant, Chauhan, Vaibhav, Alfaro, Freddy J, Gavrieli, Anna, Qiao, Wingyu, Novak, Vera, Dai, Weiying
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6456911/
https://ncbi.nlm.nih.gov/pubmed/30079560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmri.26256
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