Predicting the impact of CPAP on brain health: A study using the sleep EEG-derived brain age index.

Journal: Annals of clinical and translational neurology
PMID: 38396240

Abstract

OBJECTIVE: This longitudinal study investigated potential positive impact of CPAP treatment on brain health in individuals with obstructive sleep Apnea (OSA). To allow this, we aimed to employ sleep electroencephalogram (EEG)-derived brain age index (BAI) to quantify CPAP's impact on brain health and identify individually varying CPAP effects on brain aging using machine learning approaches.

Authors

  • Soonhyun Yook
    USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, 90033, USA.
  • Hea Ree Park
    Department of Neurology, Inje University College of Medicine, Ilsan Paik Hospital, Goyang, 10380, Korea.
  • Eun Yeon Joo
    Department of Neurology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Korea.
  • Hosung Kim
    Laboratory of Neuro Imaging, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA. Electronic address: hosung.kim@loni.usc.edu.

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