Diagnostic performance of MRI radiomics for classification of Alzheimer's disease, mild cognitive impairment, and normal subjects: a systematic review and meta-analysis

Background Alzheimer's disease (AD) is a debilitating neurodegenerative disease. Early diagnosis of AD and its precursor, mild cognitive impairment (MCI), is crucial for timely intervention and management. Radiomics involves extracting quantitative features from medical images and analyzing the...

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Veröffentlicht in:	Aging clinical and experimental research Jg. 35; H. 11; S. 2333 - 2348
Hauptverfasser:	Shahidi, Ramin, Baradaran, Mansoureh, Asgarzadeh, Ali, Bagherieh, Sara, Tajabadi, Zohreh, Farhadi, Akram, Korani, Setayesh Sotoudehnia, Khalafi, Mohammad, Shobeiri, Parnian, Sadeghsalehi, Hamidreza, Shafieioun, Arezoo, Yazdanifar, Mohammad Amin, Singhal, Aparna, Sotoudeh, Houman
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Cham Springer International Publishing 01.11.2023 Springer Nature B.V
Schlagworte:	Alzheimer Disease - diagnosis Alzheimer's disease Classification Cognitive ability Cognitive Dysfunction - diagnosis Geriatrics/Gerontology Humans Magnetic resonance imaging Magnetic Resonance Imaging - methods Medicine Medicine & Public Health Meta-analysis Neurodegenerative Diseases Radiomics Review Sensitivity and Specificity Alzheimer’s disease Magnetic resonance imaging Mild cognitive impairment Classification Radiomics
ISSN:	1720-8319, 1594-0667, 1720-8319
Online-Zugang:	Volltext
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