Analyzing brain structural differences associated with categories of blood pressure in adults using empirical kernel mapping-based kernel ELM+

Analyzing brain structural differences associated with categories of blood pressure in adults using empirical kernel mapping-based kernel ELM+

Abstract Background Hypertension increases the risk of angiocardiopathy and cognitive disorder. Blood pressure has four categories: normal, elevated, hypertension stage 1 and hypertension stage 2. The quantitative analysis of hypertension helps determine disease status, prognosis assessment, guidanc...

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Bibliographic Details
Main Authors: Xinying Yu, Bo Peng, Zeyu Xue, Hamidreza Saligheh Rad, Zhenlin Cai, Jun Shi, Jianbing Zhu, Yakang Dai
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BioMedical Engineering OnLine
Subjects:
Hypertension
Magnetic resonance imaging (MRI)
Kernel extreme learning machine plus (KELM+)
Empirical kernel mapping (EKM)
Regions of interest (ROI) features
Brain network features
Online Access:https://doi.org/10.1186/s12938-019-0740-4

Internet

https://doi.org/10.1186/s12938-019-0740-4

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