Neurodegenerative Disease

Neurodegenerative diseases, such as Alzheimer's and related disorders like LATE, are characterized by progressive neuronal loss leading to cognitive decline and functional impairment. Current research heavily emphasizes developing accurate diagnostic tools, particularly leveraging machine learning algorithms like convolutional neural networks (CNNs) and advanced image analysis of brain scans to improve early detection and disease progression assessment. This focus stems from the significant societal impact of these diseases, with millions affected globally, and the urgent need for effective diagnostic and therapeutic strategies. Furthermore, research is exploring lifestyle factors and genetic predispositions to better understand disease risk and potentially identify protective factors.