Alzheimer’s Disease Detection: A Deep Learning-Based Approach

Mental health is an important part of a successful life for person whether elderly, children, or young. Alzheimer’s fatal brain disease that severely damages the human brain, especially in elderly. One way to prevent Alzheimer's by detecting it early. The proposed research employs deep learning methodology using 3D convolutional neural network (3D CNN) has been detect at early stage. model primarily evaluated three-dimensional images. A series preprocessing have applied advanced normalization tool (ANT). underlying pattern size 128×128×64 and passed 17 layers 3D-CNN. Another contribution this study conversion image into 2D image. such RestNET50 VGG16 are be used detection. attained highest 78.07% accuracy CNN.