Differences between Alzheimer’s disease and mild cognitive impairment using brain networks from magnetic resonance texture analysis

• Published in: Experimental brain research Vol. 242; no. 8; pp. 1947 - 1955
• Main Authors: Da Silveira, Rafael Vinícius, Magalhães, Thamires Naela Cardoso, Balthazar, Marcio Luiz Figueredo, Castellano, Gabriela
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.08.2024; Springer; Springer Nature B.V
• Subjects: Alzheimer's disease; analysis of covariance; biomarkers; Biomedical and Life Sciences; Biomedicine; Cognitive ability; cognitive disorders; Comparative analysis; dementia; Dementia disorders; Development and progression; Diagnosis; Hemispheric laterality; hippocampus; Magnetic resonance imaging; magnetism; mathematical theory; Neurodegenerative diseases; Neurology; Neurosciences; Patients; Research Article; Risk factors; Statistical analysis; Superior parietal lobule; texture; Thalamus; Brazil; Alzheimer’s disease; Mild cognitive impairment; Brain texture networks

Several studies have aimed at identifying biomarkers in the initial phases of Alzheimer’s disease (AD). Conversely, texture features, such as those from gray-level co-occurrence matrices (GLCMs), have highlighted important information from several types of medical images. More recently, texture-base...