Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans

arXiv:2403.05353v1 Announce Type: cross
Abstract: Brain-related diseases are more sensitive than other diseases due to several factors, including the complexity of surgical procedures, high costs, and other challenges. Alzheimer's disease is a common brain disorder that causes memory loss and the shrinking of brain cells. Early detection is critical for providing proper treatment to patients. However, identifying Alzheimer's at an early stage using manual scanning of CT or MRI scans is challenging. Therefore, researchers have delved into the exploration of …

abstract alzheimer's arxiv brain challenges complexity convolutional neural networks costs cs.cv cs.lg diagnosis disease disease diagnosis diseases eess.iv long short-term memory loss memory mri networks neural networks scans type