Novel Method Able to Predict if, When, Dementia Will Develop

Researchers built a model using an approach related to how brain regions communicate with each other. "The model sort of incorporates what we know about how the changes that you see on a functional MRI scan relate to changes in the firing of brain cells, in a very precise way," said Marshall.
The researchers then used a machine learning approach to develop a model for effective connectivity, which describes the causal influence of one brain region over another. "We trained a machine learning tool to recognize what a dementia-like pattern of connectivity looks like," said Marshall.