The Insomnia EEG Score: a new tool for the classification of people with poor sleep.

Jay Pathmanathan¹, David Little¹, Kolia Sadeghi¹, Tobias Di Marco², David Kleinschmidt¹, Jayne Nerrie¹, Nurkurniati Tjiptarto¹, Alex Arslan¹, Jeffrey Hubbard², Antonio Olivieri², Corey B Puryear¹, M Brandon Westover¹, Jacob Donoghue¹

¹Beacon Biosignals Inc., Boston, MA 02210, United States.

²Idorsia Pharmaceuticals Ltd., Hegenheimermattweg 91, 4123 Allschwil, Switzerland.

PubMed DOI

Abstract

Quantitative features could help objectively identify and grade insomnia severity, though there is currently no pathophysiological biomarker of insomnia. In this study, we used the largest cohort of individuals with and without insomnia to date to train a model capable of distinguishing people with insomnia from those without insomnia. We identified 720 spectral, 606 spindle, and 16 macro-architec…

Create a free account to keep reading

Free members get 10 full research views every month across publications, clinical trials, FDA clearances, adverse events, and NIH grants. No credit card required.

Create Free Account Sign In

Want unlimited research access? See Pro plans

Data Accuracy Notice: Research intelligence on Health AI Central is aggregated from public sources (PubMed, ClinicalTrials.gov, FDA, NIH, CMS, and others) and refreshed nightly. Classifications and derived metrics are produced by automated methods described in our Methodology. We recommend verifying critical data points against the primary sources before making decisions.