Sleep Study Data Predict Brain Age
AI model uses EEG signals recorded during sleep studies
Source: medpagetoday.com
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Deep neural network model can accurately predict the brain age of healthy patients
Deep neural network model can accurately predict the brain age of healthy patients A study shows that a deep neural network model can accurately predict the brain age of healthy patients based on electroencephalogram data recorded during an overnight sleep study, and EEG-predicted brain age indices display unique characteristics within populations with different diseases. The study found that the model predicted age with a mean absolute error of only 4.6 years. There was a statistically significant relationship between the Absolute Brain Age Index and: epilepsy and seizure disorders, stroke, ...
Source: news-medical.net
Artificial intelligence predicts brain age from EEG signals recorded during sleep studies
E-Mail DARIEN, IL - A study shows that a deep neural network model can accurately predict the brain age of healthy patients based on electroencephalogram data recorded during an overnight sleep study, and EEG-predicted brain age indices display unique characteristics within populations with different diseases. The study found that the model predicted age with a mean absolute error of only 4.6 years. There was a statistically significant relationship between the Absolute Brain Age Index and: epilepsy and seizure disorders, stroke, elevated markers of sleep-disordered breathing (i.e., apnea-h...
Source: eurekalert.org