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Socioeconomic Data Nudged Up EEG ADHD Screening Accuracy

MHD card showing a glowing cyan EEG electrode cap with brainwave traces flowing down into amber house, graduation-cap and food-bowl icons, illustrating a study in which adding socioeconomic data slightly raised EEG-based ADHD screening accuracy.

Adding socioeconomic background to EEG brain recordings slightly improved how well a deep-learning model sorted 127 US university students by ADHD screening status. Accuracy rose on all 4 brain-recording tasks, but the gain was not statistically significant on any of them.1 Research Highlights About 9 in 10 classified correctly from EEG alone: tested on students …

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