Revolutionizing early Alzheimer's disease and mild cognitive impairment diagnosis: a deep learning MRI meta-analysis

Abstract

Background The early diagnosis of Alzheimer's disease (AD) and mild cognitive impairment (MCI) remains a significant challenge in neurology, with conventional methods often limited by subjectivity and variability in interpretation. Integrating deep learning with artificial intelligence (AI) in magnetic resonance imaging (MRI) analysis emerges as a transformative approach, offering the potential for unbiased, highly accurate diagnostic insights.

Keywords

• Alzheimer Disease
• Cognitive Dysfunction
• Magnetic Resonance Imaging
• Deep Learning
• Meta-Analysis
• Doença de Alzheimer
• Disfunção Cognitiva
• Imageamento por Ressonância Magnética
• Aprendizado Profundo
• Metanálise