Learn about the potential of EEG biomarkers in the early detection and monitoring of neurological diseases such as ...

“MEG recordings are a sensitive method to detect brain rhythm abnormalities in dementia, but can only detect high-frequency oscillations produced by large populations of neurons,” Vossel noted.

If an EEG recording was abnormal, the physicians had to specify which abnormal features were present. SCORE-AI then performed an analysis of the recordings based on input from the experts.

Diagram and performance of the deep learning-based algorithm for identifying patients with active AF or paroxysmal AF at the time of TTE. Credit: npj Digital Medicine (2024). DOI: 10.1038/s41746 ...