Random-Forest-Algorithm-Based Applications of the Basic Characteristics and Serum and Imaging Biomarkers to Diagnose Mild Cognitive Impairment

Mild cognitive impairment (MCI) is considered the early stage of Alzheimer's Disease (AD). The purpose of our study was to analyze the basic characteristics and serum and imaging biomarkers for the diagnosis of MCI patients as a more objective and accurate approach. The Montreal Cognitive Test...

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Vydáno v:	Current Alzheimer research Ročník 19; číslo 1; s. 76
Hlavní autoři:	Yang, Juan, Sui, Haijing, Jiao, Ronghong, Zhang, Min, Zhao, Xiaohui, Wang, Lingling, Deng, Wenping, Liu, Xueyuan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United Arab Emirates 01.01.2022
Témata:	Aged Algorithms Alzheimer Disease - diagnostic imaging Biomarkers Cognitive Dysfunction - diagnostic imaging Humans Magnetic Resonance Imaging - methods algorithms screening mild cognitive impairment cognitive dysfunction Machine learning diagnostic tool
ISSN:	1875-5828, 1875-5828
On-line přístup:	Zjistit podrobnosti o přístupu
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