Cognitive Function

Cognitive function research aims to understand and measure mental processes, focusing on identifying and predicting cognitive decline, particularly in conditions like mild cognitive impairment (MCI) and Alzheimer's disease. Current research employs diverse methods, including analysis of speech, movement patterns captured by camera networks, and data from wearable sensors, often leveraging machine learning algorithms like deep neural networks, random forests, and support vector machines to analyze these complex datasets. These advancements offer potential for earlier and more accurate diagnosis of cognitive impairment, enabling timely interventions and improved management of neurodegenerative diseases.