Publications by authors named "Sebastian Quinones Arredondo"
PeerJ Comput Sci
August 2023
Article Synopsis
- Alzheimer's disease (AD) is a progressive dementia that leads to cognitive decline, including memory loss and speech difficulties, necessitating early detection for effective patient care.
- Diagnosis typically involves cognitive tests and evaluating brain morphology through medical imaging, particularly MRI scans, where brain atrophy is a key indicator.
- The article discusses a deep learning approach for classifying MRI scans at different AD stages, achieving around 89% detection accuracy using advanced neural network architectures and augmented image training techniques.
