Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI

• Published in: Frontiers in bioengineering and biotechnology Vol. 8; p. 534592
• Main Authors: Folego, Guilherme, Weiler, Marina, Casseb, Raphael F., Pires, Ramon, Rocha, Anderson
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 30.10.2020
• Subjects: Alzheimer's disease; artificial intelligence; Bioengineering and Biotechnology; computer aided diagnosis; computer vision; convolutional neural networks; deep learning; deep learning; magnetic resonance imaging; image classification; computer vision; computer aided diagnosis; convolutional neural networks; Alzheimer's disease; artificial intelligence

The projected burden of dementia by Alzheimer's disease (AD) represents a looming healthcare crisis as the population of most countries grows older. Although there is currently no cure, it is possible to treat symptoms of dementia. Early diagnosis is paramount to the development and success of...