Hybrid of DSR-GAN and CNN for Alzheimer Disease Detection Based on MRI Images

Hybrid of DSR-GAN and CNN for Alzheimer disease detection based on MRI images

In this paper, we propose a deep super-resolution generative adversarial network (DSR-GAN) combined with a convolutional neural network (CNN) model designed to classify four stages of Alzheimer’s disease (AD): Mild Dementia (MD), Moderate Dementia (MOD), Non-Demented (ND), and Very Mild Dementia (VMD). The proposed DSR-GAN is implemented using a PyTorch library and uses a dataset of 6,400 MRI images. A super-resolution (SR) technique is applied …

AI tool detects 9 types of dementia from a single brain scan

Mayo Clinic researchers have developed a new artificial intelligence (AI) tool that helps clinicians identify brain activity patterns linked to nine types of dementia, including Alzheimer's disease, using a single, widely available scan—a transformative advance in early, accurate diagnosis.

Agrace offers dementia education series

Agrace will host a new “how-to” education series, “Learning to Live with Dementia.” The classes are taught by Agrace staff who have experience caring for people who have dementia.

Mayo Clinic’s AI Tool Identifies 9 Dementia Types, Including Alzheimer’s, with One Scan

Mayo Clinic researchers have developed a new artificial intelligence (AI) tool that helps clinicians identify brain activity patterns linked to nine types of dementia, including Alzheimer's disease, using a single, widely available scan — a transformative advance in early, accurate diagnosis.