Related Experiment Video

Updated: Jun 9, 2026

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
08:36

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Published on: August 8, 2019

Deciphering Sleepless Nights: Nocturia Analyzed Through a CART-Based Predictive Model in Patients With Insomnia.

Irina Verbakel1, George Boukheir1, Donald Bliwise2

  • 1Department of Urology, Ghent University Hospital, Ghent, Belgium.

Neurourology and Urodynamics
|June 8, 2026
PubMed
Summary

This study explored predictors of nocturia in insomnia patients. First Uninterrupted Sleep Period (FUSP), AHI, and REM sleep showed potential, but models had limited predictive accuracy.

Keywords:
CARTFUSPTUCSONinsomnianocturiasleep

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